{"version":"mdrss-feed/10","updated_at":"2026-08-07T09:27:01.749Z","total_unique":975,"schema":"mdrss.card/v1","items":[{"schema":"mdrss.card/v1","id":901163,"version":1,"slug":"pdf-processing-guide-collider-d665f90e8f24","title":"PDF Processing Guide","annotation":"This guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detailed examples, see REFERENCE.md. If you need to fill out a PDF form, read FORMS.md and follow its instructions. Use it to make implementation decisions and avoid common dead ends.","state":"published","catalog_feed":{"slug":"software-craft","url":"https://mdrss.com/s/software-craft"},"classification":{"domain":"software-craft","category":"testing-and-documentation","content_type":"guide","tags":["software-architecture-backend","testing-documentation","pdf","processing","guide","libraries","extract","testing","software-craft","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"PDF Processing Guide","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/software-craft/testing-and-documentation/901163","permalink":"https://mdrss.com/m/901163","catalog_feed":"https://mdrss.com/s/software-craft","markdown":"https://mdrss.com/software-craft/testing-and-documentation/901163/901163.md","file":"https://mdrss.com/api/v1/cards/901163/file","raw":"https://mdrss.com/software-craft/testing-and-documentation/901163/raw","embed":"https://mdrss.com/software-craft/testing-and-documentation/901163/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"software-craft"},{"schema":"mdrss.card/v1","id":901162,"version":1,"slug":"python-mcp-server-implementation-guide-collider-038d273227e1","title":"Python MCP Server Implementation Guide","annotation":"This document provides Python-specific best practices and examples for implementing MCP servers using the MCP Python SDK. It covers server setup, tool registration patterns, input validation with Pydantic, error handling, and complete working examples. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"mcp-tooling-and-context","content_type":"reference","tags":["ai-agent-systems","mcp-tooling-and-context","tool","mcp","server","python","implementation","tooling","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Python MCP Server Implementation Guide","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901162","permalink":"https://mdrss.com/m/901162","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901162/901162.md","file":"https://mdrss.com/api/v1/cards/901162/file","raw":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901162/raw","embed":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901162/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901161,"version":1,"slug":"node-typescript-mcp-server-implementation-guide-collider-af17725d3653","title":"Node/TypeScript MCP Server Implementation Guide","annotation":"This document provides Node/TypeScript-specific best practices and examples for implementing MCP servers using the MCP TypeScript SDK. It covers project structure, server setup, tool registration patterns, input validation with Zod, error handling, and complete working examples. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"mcp-tooling-and-context","content_type":"reference","tags":["ai-agent-systems","mcp-tooling-and-context","typescript","mcp","server","tool","implementation","tooling","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Node/TypeScript MCP Server Implementation Guide","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901161","permalink":"https://mdrss.com/m/901161","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901161/901161.md","file":"https://mdrss.com/api/v1/cards/901161/file","raw":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901161/raw","embed":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901161/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901160,"version":1,"slug":"mcp-server-best-practices-collider-ad3350426bcb","title":"MCP Server Best Practices","annotation":"The name should be general, descriptive of the service being integrated, easy to infer from the task description, and without version numbers. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"mcp-tooling-and-context","content_type":"reference","tags":["ai-agent-systems","mcp-tooling-and-context","naming","server","tool","best","practices","mcp","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"MCP Server Best Practices","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901160","permalink":"https://mdrss.com/m/901160","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901160/901160.md","file":"https://mdrss.com/api/v1/cards/901160/file","raw":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901160/raw","embed":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901160/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901159,"version":1,"slug":"mcp-server-evaluation-guide-collider-c1b5daf7fb89","title":"MCP Server Evaluation Guide","annotation":"This document provides guidance on creating comprehensive evaluations for MCP servers. Evaluations test whether LLMs can effectively use your MCP server to answer realistic, complex questions using only the tools provided. Use it to navigate the topic and choose relevant methods, papers or tools.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"mcp-tooling-and-context","content_type":"reference","tags":["ai-agent-systems","mcp-tooling-and-context","evaluation","mcp","server","evaluations","guide","tooling","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"MCP Server Evaluation Guide","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901159","permalink":"https://mdrss.com/m/901159","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901159/901159.md","file":"https://mdrss.com/api/v1/cards/901159/file","raw":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901159/raw","embed":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901159/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901158,"version":1,"slug":"mcp-server-development-guide-collider-ed8a3826b2d0","title":"MCP Server Development Guide","annotation":"Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks. Use it to make implementation decisions and avoid common dead ends.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"mcp-tooling-and-context","content_type":"guide","tags":["ai-agent-systems","mcp-tooling-and-context","mcp","phase","server","create","evaluation","tooling","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"MCP Server Development Guide","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901158","permalink":"https://mdrss.com/m/901158","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901158/901158.md","file":"https://mdrss.com/api/v1/cards/901158/file","raw":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901158/raw","embed":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901158/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901157,"version":1,"slug":"frontend-design-collider-c0de4d84338f","title":"Frontend Design","annotation":"Approach this as the design lead at a small studio known for giving every client a visual identity that could not be mistaken for anyone else's. This client has already rejected proposals that felt templated, and is paying for a distinctive point of view: make deliberate, opinion. Use it to make implementation decisions and avoid common dead ends.","state":"published","catalog_feed":{"slug":"web-mobile","url":"https://mdrss.com/s/web-mobile"},"classification":{"domain":"web-mobile","category":"accessibility-and-mobile-ux","content_type":"guide","tags":["frontend-ux-accessibility","accessibility-mobile-ux","design","frontend","client","critique","accessibility","mobile","web-mobile","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Frontend Design","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901157","permalink":"https://mdrss.com/m/901157","catalog_feed":"https://mdrss.com/s/web-mobile","markdown":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901157/901157.md","file":"https://mdrss.com/api/v1/cards/901157/file","raw":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901157/raw","embed":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901157/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"web-mobile"},{"schema":"mdrss.card/v1","id":901156,"version":1,"slug":"doc-co-authoring-workflow-collider-82594a7a660a","title":"Doc Co-Authoring Workflow","annotation":"This skill provides a structured workflow for guiding users through collaborative document creation. Act as an active guide, walking users through three stages: Context Gathering, Refinement & Structure, and Reader Testing. Use it to make implementation decisions and avoid common dead ends.","state":"published","catalog_feed":{"slug":"data-research","url":"https://mdrss.com/s/data-research"},"classification":{"domain":"data-research","category":"research-and-evaluation","content_type":"guide","tags":["data-research","research-and-evaluation","step","workflow","refinement","reader","stage","research","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Doc Co-Authoring Workflow","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/data-research/research-and-evaluation/901156","permalink":"https://mdrss.com/m/901156","catalog_feed":"https://mdrss.com/s/data-research","markdown":"https://mdrss.com/data-research/research-and-evaluation/901156/901156.md","file":"https://mdrss.com/api/v1/cards/901156/file","raw":"https://mdrss.com/data-research/research-and-evaluation/901156/raw","embed":"https://mdrss.com/data-research/research-and-evaluation/901156/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"data-research"},{"schema":"mdrss.card/v1","id":901155,"version":1,"slug":"managed-agents-typescript-collider-ed5d5af982a7","title":"Managed Agents — TypeScript","annotation":"List files the agent wrote to /mnt/session/outputs/ during a session, then. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","session","custom","managed","agents","typescript","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — TypeScript","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901155","permalink":"https://mdrss.com/m/901155","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901155/901155.md","file":"https://mdrss.com/api/v1/cards/901155/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901155/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901155/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901154,"version":1,"slug":"tool-use-typescript-collider-dc7703d9c4e6","title":"Tool Use — TypeScript","annotation":"For conceptual overview (tool definitions, tool choice, tips), see shared/tool-use-concepts.md. Use it to give an agent explicit responsibilities, steps and constraints.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","tool","files","typescript","choice","runner","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Tool Use — TypeScript","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901154","permalink":"https://mdrss.com/m/901154","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901154/901154.md","file":"https://mdrss.com/api/v1/cards/901154/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901154/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901154/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901153,"version":1,"slug":"claude-api-typescript-collider-b7c17fce81b4","title":"Claude API — TypeScript","annotation":"For operator instructions that arrive mid-conversation (mode switches, injected state), append {role: \"system\", ..} to messages instead of editing top-level system — this preserves the cached prefix and carries operator authority. Must follow a user message (or an assista. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","system","claude","typescript","operator","agent","design","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Claude API — TypeScript","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901153","permalink":"https://mdrss.com/m/901153","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901153/901153.md","file":"https://mdrss.com/api/v1/cards/901153/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901153/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901153/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901152,"version":1,"slug":"tool-use-concepts-collider-355949dfba9b","title":"Tool Use Concepts","annotation":"This file covers the conceptual foundations of tool use with the Claude API. For language-specific code examples, see the python/, typescript/, or other language folders. For decision heuristics on which tools to expose, how to manage context in long-running agents, and cachi. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","tool","tools","server-side","opus","concepts","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Tool Use Concepts","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901152","permalink":"https://mdrss.com/m/901152","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901152/901152.md","file":"https://mdrss.com/api/v1/cards/901152/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901152/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901152/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901151,"version":1,"slug":"prompt-caching-design-optimization-collider-0b6c2aad1b56","title":"Prompt Caching — Design & Optimization","annotation":"This file covers how to design prompt-building code for effective caching. For language-specific syntax, see the Prompt Caching section in each language's README or single-file doc. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","prompt","caching","design","optimization","code","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Prompt Caching — Design & Optimization","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901151","permalink":"https://mdrss.com/m/901151","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901151/901151.md","file":"https://mdrss.com/api/v1/cards/901151/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901151/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901151/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901150,"version":1,"slug":"model-migration-guide-collider-4226ebb255e6","title":"Model Migration Guide","annotation":"How to move existing code to newer Claude models. Covers breaking changes, deprecated parameters, and drop-in replacements for retired models. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","model","sonnet","migration","changes","opus","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Model Migration Guide","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901150","permalink":"https://mdrss.com/m/901150","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901150/901150.md","file":"https://mdrss.com/api/v1/cards/901150/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901150/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901150/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901149,"version":1,"slug":"managed-agents-webhooks-collider-b0863d98812d","title":"Managed Agents — Webhooks","annotation":"Anthropic can POST to your HTTPS endpoint when a Managed Agents resource changes state — an alternative to holding an SSE stream or polling. Payloads are thin (event type + resource IDs only); on receipt, fetch the resource for current state. Every delivery is HMAC-signed. Use it to give an agent explicit responsibilities, steps and constraints.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","managed","agents","resource","webhooks","endpoint","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Webhooks","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901149","permalink":"https://mdrss.com/m/901149","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901149/901149.md","file":"https://mdrss.com/api/v1/cards/901149/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901149/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901149/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901148,"version":1,"slug":"managed-agents-tools-skills-collider-9c21c507f77b","title":"Managed Agents — Tools & Skills","annotation":"Override defaults for individual tools. This example enables everything except bash:. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","tools","skills","managed","agents","agent","design","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Tools & Skills","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901148","permalink":"https://mdrss.com/m/901148","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901148/901148.md","file":"https://mdrss.com/api/v1/cards/901148/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901148/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901148/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901147,"version":1,"slug":"managed-agents-self-hosted-sandboxes-collider-8a8c7b85562b","title":"Managed Agents — Self-Hosted Sandboxes","annotation":"With config.type: \"self hosted\", the agent loop stays on Anthropic's orchestration layer but tool execution moves to infrastructure you control — bash, file ops, and code run inside your container, so filesystem contents and network egress never leave your environment. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","run","managed","agents","self-hosted","sandboxes","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Self-Hosted Sandboxes","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901147","permalink":"https://mdrss.com/m/901147","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901147/901147.md","file":"https://mdrss.com/api/v1/cards/901147/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901147/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901147/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901146,"version":1,"slug":"managed-agents-scheduled-deployments-collider-de9d4c98830f","title":"Managed Agents — Scheduled Deployments","annotation":"A scheduled deployment runs an agent on a recurring cron schedule — each firing creates a session autonomously. Use it for predictable-cadence work: nightly triage, weekly compliance scans, hourly monitors. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","scheduled","deployment","runs","managed","agents","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Scheduled Deployments","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901146","permalink":"https://mdrss.com/m/901146","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901146/901146.md","file":"https://mdrss.com/api/v1/cards/901146/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901146/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901146/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901145,"version":1,"slug":"managed-agents-overview-collider-fee3ea2a47c5","title":"Managed Agents — Overview","annotation":"Managed Agents provisions a container per session as the agent's workspace. The agent loop runs on Anthropic's orchestration layer; the container is where the agent's tools execute — bash commands, file operations, code. You create a persisted Agent config (model, system pr. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","agent","managed","agents","container","design","orchestration","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Overview","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901145","permalink":"https://mdrss.com/m/901145","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901145/901145.md","file":"https://mdrss.com/api/v1/cards/901145/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901145/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901145/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901144,"version":1,"slug":"managed-agents-outcomes-collider-b4af5a65a2bb","title":"Managed Agents — Outcomes","annotation":"An outcome elevates a session from conversation to work : you state what \"done\" looks like, and the harness runs an iterate → grade → revise loop until the artifact meets the rubric, hits max iterations, or is interrupted. A separate grader (independent context windo. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","managed","agents","outcomes","agent","design","orchestration","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Outcomes","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901144","permalink":"https://mdrss.com/m/901144","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901144/901144.md","file":"https://mdrss.com/api/v1/cards/901144/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901144/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901144/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901143,"version":1,"slug":"managed-agents-onboarding-flow-collider-5946a6f76e18","title":"Managed Agents — Onboarding Flow","annotation":"Claude Managed Agents is a hosted agent: Anthropic runs the agent loop and provisions a sandboxed container per session where the agent's tools execute (or your own worker, with a self hosted environment — see shared/managed-agents-self-hosted-sandboxes.md). You supply an a. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","agent","managed","agents","onboarding","flow","design","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Onboarding Flow","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901143","permalink":"https://mdrss.com/m/901143","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901143/901143.md","file":"https://mdrss.com/api/v1/cards/901143/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901143/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901143/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901142,"version":1,"slug":"managed-agents-multiagent-sessions-collider-e6051619a211","title":"Managed Agents — Multiagent Sessions","annotation":"A coordinator agent can delegate to other agents within one session. All agents share the container and filesystem ; each runs in its own thread — a context-isolated event stream with its own conversation history, model, system prompt, tools, MCP servers, and skills (from. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","agents","multiagent","threads","managed","sessions","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Multiagent Sessions","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901142","permalink":"https://mdrss.com/m/901142","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901142/901142.md","file":"https://mdrss.com/api/v1/cards/901142/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901142/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901142/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901141,"version":1,"slug":"managed-agents-memory-stores-collider-eae59bb4f642","title":"Managed Agents — Memory Stores","annotation":"Sessions are ephemeral by default — when one ends, anything the agent learned is gone. A memory store is a workspace-scoped collection of small text documents that persists across sessions. When a store is attached to a session (via resources[]), it is mounted into the cont. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","memory","store","managed","agents","stores","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Memory Stores","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901141","permalink":"https://mdrss.com/m/901141","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901141/901141.md","file":"https://mdrss.com/api/v1/cards/901141/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901141/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901141/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901140,"version":1,"slug":"managed-agents-events-steering-collider-11a42635c33a","title":"Managed Agents — Events & Steering","annotation":"Send events to a session via POST /v1/sessions/{id}/events. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","events","steering","managed","agents","event","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Events & Steering","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901140","permalink":"https://mdrss.com/m/901140","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901140/901140.md","file":"https://mdrss.com/api/v1/cards/901140/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901140/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901140/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901139,"version":1,"slug":"managed-agents-environments-resources-collider-6370da500770","title":"Managed Agents — Environments & Resources","annotation":"Creating a session requires an environment id. Environments are reusable configuration templates for spinning up containers in Anthropic's infrastructure — you might create different environments for different use cases (e.g. data visualization vs web development, with diff. Use it to give an agent explicit responsibilities, steps and constraints.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","environments","resources","environment","managed","agents","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Environments & Resources","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901139","permalink":"https://mdrss.com/m/901139","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901139/901139.md","file":"https://mdrss.com/api/v1/cards/901139/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901139/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901139/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901138,"version":1,"slug":"managed-agents-core-concepts-collider-2dae5d2f8062","title":"Managed Agents — Core Concepts","annotation":"Every session has a live trace view in the Anthropic Console at https://platform.claude.com/workspaces/{workspace}/sessions/{session id}. Print this URL immediately after creating a session so the user can watch tool calls and messages stream in real time. {workspace} is th. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","session","agent","agents","managed","core","design","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Core Concepts","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901138","permalink":"https://mdrss.com/m/901138","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901138/901138.md","file":"https://mdrss.com/api/v1/cards/901138/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901138/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901138/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901137,"version":1,"slug":"managed-agents-common-client-patterns-collider-265d8c961511","title":"Managed Agents — Common Client Patterns","annotation":"Patterns you'll write on the client side when driving a Managed Agent session, grounded in working SDK examples. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","managed","client","patterns","agents","common","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Common Client Patterns","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901137","permalink":"https://mdrss.com/m/901137","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901137/901137.md","file":"https://mdrss.com/api/v1/cards/901137/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901137/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901137/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901136,"version":1,"slug":"managed-agents-endpoint-reference-collider-8016c46c221f","title":"Managed Agents — Endpoint Reference","annotation":"All endpoints require x-api-key and anthropic-version: 2023-06-01 headers. Managed Agents endpoints additionally require the anthropic-beta header. Use it to give an agent explicit responsibilities, steps and constraints.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","agents","reference","managed","endpoint","endpoints","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Endpoint Reference","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901136","permalink":"https://mdrss.com/m/901136","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901136/901136.md","file":"https://mdrss.com/api/v1/cards/901136/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901136/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901136/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901135,"version":1,"slug":"live-documentation-sources-collider-8064730a6e04","title":"Live Documentation Sources","annotation":"This file contains WebFetch URLs for fetching current information from platform.claude.com and Agent SDK repositories. Use these when users need the latest data that may have changed since the cached content was last updated. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","documentation","live","sources","webfetch","agent","design","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Live Documentation Sources","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901135","permalink":"https://mdrss.com/m/901135","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901135/901135.md","file":"https://mdrss.com/api/v1/cards/901135/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901135/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901135/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901134,"version":1,"slug":"http-error-codes-reference-collider-82a3f84022ed","title":"HTTP Error Codes Reference","annotation":"This file documents HTTP error codes returned by the Claude API, their common causes, and how to handle them. For language-specific error handling examples, see the python/ or typescript/ folders. Use it to give an agent explicit responsibilities, steps and constraints.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","error","http","codes","reference","common","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"HTTP Error Codes Reference","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901134","permalink":"https://mdrss.com/m/901134","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901134/901134.md","file":"https://mdrss.com/api/v1/cards/901134/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901134/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901134/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901133,"version":1,"slug":"anthropic-cli-ant-collider-de5a72186fd0","title":"Anthropic CLI (ant)","annotation":"The ant CLI exposes every Claude API resource as a shell subcommand. Compared to curl: request bodies are built from typed flags or piped YAML instead of hand-written JSON, @path inlines file contents into any string field, --transform extracts fields with a GJSON path (n. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","cli","ant","flags","anthropic","path","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Anthropic CLI (ant)","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901133","permalink":"https://mdrss.com/m/901133","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901133/901133.md","file":"https://mdrss.com/api/v1/cards/901133/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901133/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901133/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901132,"version":1,"slug":"agent-design-patterns-collider-dfc64b5f246a","title":"Agent Design Patterns","annotation":"This file covers decision heuristics for building agents on the Claude API: which primitives to reach for, how to design your tool surface, and how to manage context and cost over long runs. For per-tool mechanics and code examples, see tool-use-concepts.md and the language-spe. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","tool","design","agents","agent","patterns","orchestration","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Agent Design Patterns","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901132","permalink":"https://mdrss.com/m/901132","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901132/901132.md","file":"https://mdrss.com/api/v1/cards/901132/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901132/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901132/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901131,"version":1,"slug":"managed-agents-python-collider-05b7eef1ad4a","title":"Managed Agents — Python","annotation":"List files the agent wrote to /mnt/session/outputs/ during a session, then. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","session","custom","managed","agents","python","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Python","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901131","permalink":"https://mdrss.com/m/901131","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901131/901131.md","file":"https://mdrss.com/api/v1/cards/901131/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901131/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901131/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901130,"version":1,"slug":"tool-use-python-collider-8ef0570db3db","title":"Tool Use — Python","annotation":"For conceptual overview (tool definitions, tool choice, tips), see shared/tool-use-concepts.md. Use it to give an agent explicit responsibilities, steps and constraints.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","tool","mcp","runner","files","python","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Tool Use — Python","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901130","permalink":"https://mdrss.com/m/901130","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901130/901130.md","file":"https://mdrss.com/api/v1/cards/901130/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901130/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901130/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901129,"version":1,"slug":"claude-api-python-collider-16b984e41127","title":"Claude API — Python","annotation":"Use with options() to override client settings for a single call without mutating the client:. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","client","claude","python","url","agent","design","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Claude API — Python","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901129","permalink":"https://mdrss.com/m/901129","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901129/901129.md","file":"https://mdrss.com/api/v1/cards/901129/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901129/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901129/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901128,"version":1,"slug":"building-llm-powered-applications-with-claude-collider-5c0175c0df43","title":"Building LLM-Powered Applications with Claude","annotation":"This skill helps you build LLM-powered applications with Claude. Choose the right surface based on your needs, detect the project language, then read the relevant language-specific documentation. Use it to make implementation decisions and avoid common dead ends.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","reference","building","llm-powered","applications","agent","design","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Building LLM-Powered Applications with Claude","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901128","permalink":"https://mdrss.com/m/901128","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901128/901128.md","file":"https://mdrss.com/api/v1/cards/901128/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901128/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901128/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901127,"version":1,"slug":"coala-awesome-language-agents-collider-aabe9791be32","title":"CoALA: Awesome Language Agents","annotation":"A compilation of language agents using the Cognitive Architectures for Language Agents (🐨CoALA) framework. - CoALA Paper (16 pages of main content): https://arxiv.org/abs/2309.02427 - CoALA Tweet (6 threads): https://twitter.com/ShunyuYao12/status/1699396834983362690 - CoALA. Use it to navigate the topic and choose relevant methods, papers or tools.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","coala","language","agents","awesome","https","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/ysymyth/awesome-language-agents","source_title":"CoALA: Awesome Language Agents","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901127","permalink":"https://mdrss.com/m/901127","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901127/901127.md","file":"https://mdrss.com/api/v1/cards/901127/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901127/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901127/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901126,"version":1,"slug":"awesome-slam-datasets-collider-7a79fdfad3e8","title":"Awesome SLAM Datasets","annotation":"This repository is the collection of SLAM-related datasets. Among various SLAM datasets, we've selected the datasets provide pose and map information. This repository is linked to the google site. In this repository, the overall dataset chart is represented as simplified version. Use it to navigate the topic and choose relevant methods, papers or tools.","state":"published","catalog_feed":{"slug":"data-research","url":"https://mdrss.com/s/data-research"},"classification":{"domain":"data-research","category":"scientific-and-biomedical-data","content_type":"reference","tags":["data-research","scientific-and-biomedical-data","update","datasets","slam","repository","awesome","scientific","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/youngguncho/awesome-slam-datasets","source_title":"Awesome SLAM Datasets","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/data-research/scientific-and-biomedical-data/901126","permalink":"https://mdrss.com/m/901126","catalog_feed":"https://mdrss.com/s/data-research","markdown":"https://mdrss.com/data-research/scientific-and-biomedical-data/901126/901126.md","file":"https://mdrss.com/api/v1/cards/901126/file","raw":"https://mdrss.com/data-research/scientific-and-biomedical-data/901126/raw","embed":"https://mdrss.com/data-research/scientific-and-biomedical-data/901126/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"data-research"},{"schema":"mdrss.card/v1","id":901125,"version":1,"slug":"claude-code-everything-you-need-to-know-collider-0bcba7e840ff","title":"Claude Code: Everything You Need to Know","annotation":"A practical guide to Claude Code — from your first prompt to multi-agent automation, hooks, MCP, and team workflows. Built around clear mental models and real examples, not marketing. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","claude","code","prompt","commit","everything","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/wesammustafa/Claude-Code-Everything-You-Need-to-Know","source_title":"Claude Code: Everything You Need to Know","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901125","permalink":"https://mdrss.com/m/901125","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901125/901125.md","file":"https://mdrss.com/api/v1/cards/901125/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901125/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901125/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901124,"version":1,"slug":"cryptocoding-secure-cryptography-engineering-practices-collider-6af538bbd50d","title":"Cryptocoding: Secure Cryptography Engineering Practices","annotation":"This page lists \"coding rules\" for implementations of cryptographic operations, and more generally for operations involving secret or sensitive values. Use it to build a structured path from fundamentals to hands-on practice.","state":"published","catalog_feed":{"slug":"security","url":"https://mdrss.com/s/security"},"classification":{"domain":"security","category":"cryptography-privacy-and-compliance","content_type":"guide","tags":["security-privacy-compliance","cryptography-privacy-compliance","problem","solution","secret","operations","avoid","cryptography","security","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/veorq/cryptocoding","source_title":"Cryptocoding: Secure Cryptography Engineering Practices","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/security/cryptography-privacy-and-compliance/901124","permalink":"https://mdrss.com/m/901124","catalog_feed":"https://mdrss.com/s/security","markdown":"https://mdrss.com/security/cryptography-privacy-and-compliance/901124/901124.md","file":"https://mdrss.com/api/v1/cards/901124/file","raw":"https://mdrss.com/security/cryptography-privacy-and-compliance/901124/raw","embed":"https://mdrss.com/security/cryptography-privacy-and-compliance/901124/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"security"},{"schema":"mdrss.card/v1","id":901123,"version":1,"slug":"awesome-post-quantum-collider-cb893b00ac17","title":"Awesome Post-Quantum","annotation":"A curated list of resources about post-quantum cryptography. Use it to build a structured path from fundamentals to hands-on practice.","state":"published","catalog_feed":{"slug":"security","url":"https://mdrss.com/s/security"},"classification":{"domain":"security","category":"cryptography-privacy-and-compliance","content_type":"guide","tags":["security-privacy-compliance","cryptography-privacy-compliance","pqc","post-quantum","awesome","resources","standards","cryptography","security","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/veorq/awesome-post-quantum","source_title":"Awesome Post-Quantum","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/security/cryptography-privacy-and-compliance/901123","permalink":"https://mdrss.com/m/901123","catalog_feed":"https://mdrss.com/s/security","markdown":"https://mdrss.com/security/cryptography-privacy-and-compliance/901123/901123.md","file":"https://mdrss.com/api/v1/cards/901123/file","raw":"https://mdrss.com/security/cryptography-privacy-and-compliance/901123/raw","embed":"https://mdrss.com/security/cryptography-privacy-and-compliance/901123/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"security"},{"schema":"mdrss.card/v1","id":901122,"version":1,"slug":"the-solcurity-standard-collider-89442c300335","title":"The Solcurity Standard","annotation":"Opinionated security and code quality standard for Solidity smart contracts. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"crypto","url":"https://mdrss.com/s/crypto"},"classification":{"domain":"crypto","category":"smart-contract-and-protocol-security","content_type":"guide","tags":["blockchain-fintech","smart-contract-and-protocol-security","standard","solcurity","code","calls","smart","contract","crypto","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/transmissions11/solcurity","source_title":"The Solcurity Standard","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/crypto/smart-contract-and-protocol-security/901122","permalink":"https://mdrss.com/m/901122","catalog_feed":"https://mdrss.com/s/crypto","markdown":"https://mdrss.com/crypto/smart-contract-and-protocol-security/901122/901122.md","file":"https://mdrss.com/api/v1/cards/901122/file","raw":"https://mdrss.com/crypto/smart-contract-and-protocol-security/901122/raw","embed":"https://mdrss.com/crypto/smart-contract-and-protocol-security/901122/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"crypto"},{"schema":"mdrss.card/v1","id":901121,"version":1,"slug":"not-so-awesome-web3-security-researcher-roadmap-collider-3e7c861bd6f3","title":"Not so awesome Web3 Security Researcher roadmap","annotation":"Of course, this is not awesome. This is not the curated list of blue underlined words that you will click, read, and jump to the next one, hoping to finish as fast as possible, or maybe hoping not to finish at all. You are going to become a security RESEARCHER . Yeah, RESEAR. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"security","url":"https://mdrss.com/s/security"},"classification":{"domain":"security","category":"application-security-and-threat-modeling","content_type":"guide","tags":["security-privacy-compliance","application-security-and-threat-modeling","security","researcher","awesome","web3","roadmap","application","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/tpiliposian/not-awesome-web3-security-roadmap","source_title":"Not so awesome Web3 Security Researcher roadmap","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/security/application-security-and-threat-modeling/901121","permalink":"https://mdrss.com/m/901121","catalog_feed":"https://mdrss.com/s/security","markdown":"https://mdrss.com/security/application-security-and-threat-modeling/901121/901121.md","file":"https://mdrss.com/api/v1/cards/901121/file","raw":"https://mdrss.com/security/application-security-and-threat-modeling/901121/raw","embed":"https://mdrss.com/security/application-security-and-threat-modeling/901121/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"security"},{"schema":"mdrss.card/v1","id":901120,"version":1,"slug":"prompt-injection-defenses-collider-00621a6817ad","title":"prompt-injection-defenses","annotation":"This repository centralizes and summarizes practical and proposed defenses against prompt injection. Use it to navigate the topic and choose relevant methods, papers or tools.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"prompting-and-agent-evaluation","content_type":"reference","tags":["ai-agent-systems","prompting-and-agent-evaluation","prompt-injection-defenses","prompt","prompting","agent","evaluation","ai","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/tldrsec/prompt-injection-defenses","source_title":"prompt-injection-defenses","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/prompting-and-agent-evaluation/901120","permalink":"https://mdrss.com/m/901120","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/prompting-and-agent-evaluation/901120/901120.md","file":"https://mdrss.com/api/v1/cards/901120/file","raw":"https://mdrss.com/ai-agents/prompting-and-agent-evaluation/901120/raw","embed":"https://mdrss.com/ai-agents/prompting-and-agent-evaluation/901120/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901119,"version":1,"slug":"must-read-papers-on-legal-intelligence-collider-9e834779cf3d","title":"Must-read Papers on Legal Intelligence","annotation":"1. How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence. Use it to build a structured path from fundamentals to hands-on practice.","state":"published","catalog_feed":{"slug":"data-research","url":"https://mdrss.com/s/data-research"},"classification":{"domain":"data-research","category":"research-and-evaluation","content_type":"guide","tags":["data-research","research-and-evaluation","legal","intelligence","must-read","papers","information","research","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/thunlp/LegalPapers","source_title":"Must-read Papers on Legal Intelligence","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/data-research/research-and-evaluation/901119","permalink":"https://mdrss.com/m/901119","catalog_feed":"https://mdrss.com/s/data-research","markdown":"https://mdrss.com/data-research/research-and-evaluation/901119/901119.md","file":"https://mdrss.com/api/v1/cards/901119/file","raw":"https://mdrss.com/data-research/research-and-evaluation/901119/raw","embed":"https://mdrss.com/data-research/research-and-evaluation/901119/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"data-research"},{"schema":"mdrss.card/v1","id":901118,"version":1,"slug":"front-end-checklist-collider-53348bf60bf8","title":"Front-End Checklist","annotation":"Front-End Checklist is the open-source front-end quality system for humans and AI agents. It turns front-end best practices into a practical review workflow you can browse on the web, run through with MCP-compatible tools, or work through directly in this README. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"web-mobile","url":"https://mdrss.com/s/web-mobile"},"classification":{"domain":"web-mobile","category":"accessibility-and-mobile-ux","content_type":"guide","tags":["frontend-ux-accessibility","accessibility-mobile-ux","checklist","front-end","workflow","browse","through","accessibility","web-mobile","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/thedaviddias/Front-End-Checklist","source_title":"Front-End Checklist","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901118","permalink":"https://mdrss.com/m/901118","catalog_feed":"https://mdrss.com/s/web-mobile","markdown":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901118/901118.md","file":"https://mdrss.com/api/v1/cards/901118/file","raw":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901118/raw","embed":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901118/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"web-mobile"},{"schema":"mdrss.card/v1","id":901117,"version":1,"slug":"180-day-free-roadmap-to-become-a-job-ready-data-analyst-collider-37c566acdac6","title":"180-Day Free Roadmap to Become a Job-Ready Data Analyst","annotation":"This roadmap is designed for aspirants with zero experience , focusing on free learning paths , projects , interview prep , and tools that are widely accepted in the industry. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"learning","url":"https://mdrss.com/s/learning"},"classification":{"domain":"learning","category":"courses-roadmaps-and-reference","content_type":"guide","tags":["education-reference","courses-roadmaps-and-reference","day","phase","free","roadmap","become","courses","learning","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/sujalrajapure/data_analyst_roadmap","source_title":"180-Day Free Roadmap to Become a Job-Ready Data Analyst","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/learning/courses-roadmaps-and-reference/901117","permalink":"https://mdrss.com/m/901117","catalog_feed":"https://mdrss.com/s/learning","markdown":"https://mdrss.com/learning/courses-roadmaps-and-reference/901117/901117.md","file":"https://mdrss.com/api/v1/cards/901117/file","raw":"https://mdrss.com/learning/courses-roadmaps-and-reference/901117/raw","embed":"https://mdrss.com/learning/courses-roadmaps-and-reference/901117/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"learning"},{"schema":"mdrss.card/v1","id":901116,"version":1,"slug":"awesome-meta-learning-collider-59723e46c840","title":"Awesome Meta Learning","annotation":"A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources. Use it to navigate the topic and choose relevant methods, papers or tools.","state":"published","catalog_feed":{"slug":"data-research","url":"https://mdrss.com/s/data-research"},"classification":{"domain":"data-research","category":"research-and-evaluation","content_type":"reference","tags":["data-research","research-and-evaluation","learning","meta","awesome","papers","code","research","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/sudharsan13296/Awesome-Meta-Learning","source_title":"Awesome Meta Learning","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/data-research/research-and-evaluation/901116","permalink":"https://mdrss.com/m/901116","catalog_feed":"https://mdrss.com/s/data-research","markdown":"https://mdrss.com/data-research/research-and-evaluation/901116/901116.md","file":"https://mdrss.com/api/v1/cards/901116/file","raw":"https://mdrss.com/data-research/research-and-evaluation/901116/raw","embed":"https://mdrss.com/data-research/research-and-evaluation/901116/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"data-research"},{"schema":"mdrss.card/v1","id":901115,"version":1,"slug":"dreamsim-learning-new-dimensions-of-human-visual-similarity-using-synt-collider-2644595ceec1","title":"DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data","annotation":"A curated reference on image, video & creative ai centered on DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data. Use it to navigate the topic and choose relevant methods, papers or tools.","state":"published","catalog_feed":{"slug":"multimodal","url":"https://mdrss.com/s/multimodal"},"classification":{"domain":"multimodal","category":"image-video-and-creative-ai","content_type":"reference","tags":["creative-computing-media","image-video-and-creative-ai","similarity","data","nights","download","dreamsim","image","multimodal","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/ssundaram21/dreamsim","source_title":"DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/multimodal/image-video-and-creative-ai/901115","permalink":"https://mdrss.com/m/901115","catalog_feed":"https://mdrss.com/s/multimodal","markdown":"https://mdrss.com/multimodal/image-video-and-creative-ai/901115/901115.md","file":"https://mdrss.com/api/v1/cards/901115/file","raw":"https://mdrss.com/multimodal/image-video-and-creative-ai/901115/raw","embed":"https://mdrss.com/multimodal/image-video-and-creative-ai/901115/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"multimodal"},{"schema":"mdrss.card/v1","id":901114,"version":1,"slug":"license-list-data-collider-6729eeed7382","title":"License List Data","annotation":"A curated reference on cryptography, privacy & compliance centered on License List Data. Use it to make implementation decisions and avoid common dead ends.","state":"published","catalog_feed":{"slug":"security","url":"https://mdrss.com/s/security"},"classification":{"domain":"security","category":"cryptography-privacy-and-compliance","content_type":"guide","tags":["security-privacy-compliance","cryptography-privacy-compliance","data","license","list","issues","pull","cryptography","security","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/spdx/license-list-data","source_title":"License List Data","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/security/cryptography-privacy-and-compliance/901114","permalink":"https://mdrss.com/m/901114","catalog_feed":"https://mdrss.com/s/security","markdown":"https://mdrss.com/security/cryptography-privacy-and-compliance/901114/901114.md","file":"https://mdrss.com/api/v1/cards/901114/file","raw":"https://mdrss.com/security/cryptography-privacy-and-compliance/901114/raw","embed":"https://mdrss.com/security/cryptography-privacy-and-compliance/901114/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"security"}],"total":975,"page":8,"page_size":50,"total_pages":20,"has_next":true,"has_previous":true,"filters":{"sort":"new","catalog_domain":null,"deprecated_domain_alias_used":false,"thread":null,"author":null,"tag":null,"q":null,"view":null,"updated_since":null,"limit":50},"cards":[{"schema":"mdrss.card/v1","id":901163,"version":1,"slug":"pdf-processing-guide-collider-d665f90e8f24","title":"PDF Processing Guide","annotation":"This guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detailed examples, see REFERENCE.md. If you need to fill out a PDF form, read FORMS.md and follow its instructions. Use it to make implementation decisions and avoid common dead ends.","state":"published","catalog_feed":{"slug":"software-craft","url":"https://mdrss.com/s/software-craft"},"classification":{"domain":"software-craft","category":"testing-and-documentation","content_type":"guide","tags":["software-architecture-backend","testing-documentation","pdf","processing","guide","libraries","extract","testing","software-craft","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"PDF Processing Guide","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/software-craft/testing-and-documentation/901163","permalink":"https://mdrss.com/m/901163","catalog_feed":"https://mdrss.com/s/software-craft","markdown":"https://mdrss.com/software-craft/testing-and-documentation/901163/901163.md","file":"https://mdrss.com/api/v1/cards/901163/file","raw":"https://mdrss.com/software-craft/testing-and-documentation/901163/raw","embed":"https://mdrss.com/software-craft/testing-and-documentation/901163/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"software-craft"},{"schema":"mdrss.card/v1","id":901162,"version":1,"slug":"python-mcp-server-implementation-guide-collider-038d273227e1","title":"Python MCP Server Implementation Guide","annotation":"This document provides Python-specific best practices and examples for implementing MCP servers using the MCP Python SDK. It covers server setup, tool registration patterns, input validation with Pydantic, error handling, and complete working examples. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"mcp-tooling-and-context","content_type":"reference","tags":["ai-agent-systems","mcp-tooling-and-context","tool","mcp","server","python","implementation","tooling","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Python MCP Server Implementation Guide","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901162","permalink":"https://mdrss.com/m/901162","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901162/901162.md","file":"https://mdrss.com/api/v1/cards/901162/file","raw":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901162/raw","embed":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901162/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901161,"version":1,"slug":"node-typescript-mcp-server-implementation-guide-collider-af17725d3653","title":"Node/TypeScript MCP Server Implementation Guide","annotation":"This document provides Node/TypeScript-specific best practices and examples for implementing MCP servers using the MCP TypeScript SDK. It covers project structure, server setup, tool registration patterns, input validation with Zod, error handling, and complete working examples. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"mcp-tooling-and-context","content_type":"reference","tags":["ai-agent-systems","mcp-tooling-and-context","typescript","mcp","server","tool","implementation","tooling","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Node/TypeScript MCP Server Implementation Guide","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901161","permalink":"https://mdrss.com/m/901161","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901161/901161.md","file":"https://mdrss.com/api/v1/cards/901161/file","raw":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901161/raw","embed":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901161/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901160,"version":1,"slug":"mcp-server-best-practices-collider-ad3350426bcb","title":"MCP Server Best Practices","annotation":"The name should be general, descriptive of the service being integrated, easy to infer from the task description, and without version numbers. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"mcp-tooling-and-context","content_type":"reference","tags":["ai-agent-systems","mcp-tooling-and-context","naming","server","tool","best","practices","mcp","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"MCP Server Best Practices","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901160","permalink":"https://mdrss.com/m/901160","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901160/901160.md","file":"https://mdrss.com/api/v1/cards/901160/file","raw":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901160/raw","embed":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901160/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901159,"version":1,"slug":"mcp-server-evaluation-guide-collider-c1b5daf7fb89","title":"MCP Server Evaluation Guide","annotation":"This document provides guidance on creating comprehensive evaluations for MCP servers. Evaluations test whether LLMs can effectively use your MCP server to answer realistic, complex questions using only the tools provided. Use it to navigate the topic and choose relevant methods, papers or tools.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"mcp-tooling-and-context","content_type":"reference","tags":["ai-agent-systems","mcp-tooling-and-context","evaluation","mcp","server","evaluations","guide","tooling","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"MCP Server Evaluation Guide","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901159","permalink":"https://mdrss.com/m/901159","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901159/901159.md","file":"https://mdrss.com/api/v1/cards/901159/file","raw":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901159/raw","embed":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901159/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901158,"version":1,"slug":"mcp-server-development-guide-collider-ed8a3826b2d0","title":"MCP Server Development Guide","annotation":"Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks. Use it to make implementation decisions and avoid common dead ends.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"mcp-tooling-and-context","content_type":"guide","tags":["ai-agent-systems","mcp-tooling-and-context","mcp","phase","server","create","evaluation","tooling","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"MCP Server Development Guide","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901158","permalink":"https://mdrss.com/m/901158","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901158/901158.md","file":"https://mdrss.com/api/v1/cards/901158/file","raw":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901158/raw","embed":"https://mdrss.com/ai-agents/mcp-tooling-and-context/901158/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901157,"version":1,"slug":"frontend-design-collider-c0de4d84338f","title":"Frontend Design","annotation":"Approach this as the design lead at a small studio known for giving every client a visual identity that could not be mistaken for anyone else's. This client has already rejected proposals that felt templated, and is paying for a distinctive point of view: make deliberate, opinion. Use it to make implementation decisions and avoid common dead ends.","state":"published","catalog_feed":{"slug":"web-mobile","url":"https://mdrss.com/s/web-mobile"},"classification":{"domain":"web-mobile","category":"accessibility-and-mobile-ux","content_type":"guide","tags":["frontend-ux-accessibility","accessibility-mobile-ux","design","frontend","client","critique","accessibility","mobile","web-mobile","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Frontend Design","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901157","permalink":"https://mdrss.com/m/901157","catalog_feed":"https://mdrss.com/s/web-mobile","markdown":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901157/901157.md","file":"https://mdrss.com/api/v1/cards/901157/file","raw":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901157/raw","embed":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901157/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"web-mobile"},{"schema":"mdrss.card/v1","id":901156,"version":1,"slug":"doc-co-authoring-workflow-collider-82594a7a660a","title":"Doc Co-Authoring Workflow","annotation":"This skill provides a structured workflow for guiding users through collaborative document creation. Act as an active guide, walking users through three stages: Context Gathering, Refinement & Structure, and Reader Testing. Use it to make implementation decisions and avoid common dead ends.","state":"published","catalog_feed":{"slug":"data-research","url":"https://mdrss.com/s/data-research"},"classification":{"domain":"data-research","category":"research-and-evaluation","content_type":"guide","tags":["data-research","research-and-evaluation","step","workflow","refinement","reader","stage","research","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Doc Co-Authoring Workflow","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/data-research/research-and-evaluation/901156","permalink":"https://mdrss.com/m/901156","catalog_feed":"https://mdrss.com/s/data-research","markdown":"https://mdrss.com/data-research/research-and-evaluation/901156/901156.md","file":"https://mdrss.com/api/v1/cards/901156/file","raw":"https://mdrss.com/data-research/research-and-evaluation/901156/raw","embed":"https://mdrss.com/data-research/research-and-evaluation/901156/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"data-research"},{"schema":"mdrss.card/v1","id":901155,"version":1,"slug":"managed-agents-typescript-collider-ed5d5af982a7","title":"Managed Agents — TypeScript","annotation":"List files the agent wrote to /mnt/session/outputs/ during a session, then. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","session","custom","managed","agents","typescript","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — TypeScript","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901155","permalink":"https://mdrss.com/m/901155","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901155/901155.md","file":"https://mdrss.com/api/v1/cards/901155/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901155/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901155/embed"},"created_at":"2026-08-04T13:48:18.640Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:18.640Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901154,"version":1,"slug":"tool-use-typescript-collider-dc7703d9c4e6","title":"Tool Use — TypeScript","annotation":"For conceptual overview (tool definitions, tool choice, tips), see shared/tool-use-concepts.md. Use it to give an agent explicit responsibilities, steps and constraints.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","tool","files","typescript","choice","runner","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Tool Use — TypeScript","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901154","permalink":"https://mdrss.com/m/901154","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901154/901154.md","file":"https://mdrss.com/api/v1/cards/901154/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901154/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901154/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901153,"version":1,"slug":"claude-api-typescript-collider-b7c17fce81b4","title":"Claude API — TypeScript","annotation":"For operator instructions that arrive mid-conversation (mode switches, injected state), append {role: \"system\", ..} to messages instead of editing top-level system — this preserves the cached prefix and carries operator authority. Must follow a user message (or an assista. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","system","claude","typescript","operator","agent","design","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Claude API — TypeScript","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901153","permalink":"https://mdrss.com/m/901153","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901153/901153.md","file":"https://mdrss.com/api/v1/cards/901153/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901153/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901153/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901152,"version":1,"slug":"tool-use-concepts-collider-355949dfba9b","title":"Tool Use Concepts","annotation":"This file covers the conceptual foundations of tool use with the Claude API. For language-specific code examples, see the python/, typescript/, or other language folders. For decision heuristics on which tools to expose, how to manage context in long-running agents, and cachi. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","tool","tools","server-side","opus","concepts","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Tool Use Concepts","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901152","permalink":"https://mdrss.com/m/901152","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901152/901152.md","file":"https://mdrss.com/api/v1/cards/901152/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901152/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901152/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901151,"version":1,"slug":"prompt-caching-design-optimization-collider-0b6c2aad1b56","title":"Prompt Caching — Design & Optimization","annotation":"This file covers how to design prompt-building code for effective caching. For language-specific syntax, see the Prompt Caching section in each language's README or single-file doc. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","prompt","caching","design","optimization","code","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Prompt Caching — Design & Optimization","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901151","permalink":"https://mdrss.com/m/901151","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901151/901151.md","file":"https://mdrss.com/api/v1/cards/901151/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901151/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901151/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901150,"version":1,"slug":"model-migration-guide-collider-4226ebb255e6","title":"Model Migration Guide","annotation":"How to move existing code to newer Claude models. Covers breaking changes, deprecated parameters, and drop-in replacements for retired models. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","model","sonnet","migration","changes","opus","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Model Migration Guide","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901150","permalink":"https://mdrss.com/m/901150","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901150/901150.md","file":"https://mdrss.com/api/v1/cards/901150/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901150/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901150/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901149,"version":1,"slug":"managed-agents-webhooks-collider-b0863d98812d","title":"Managed Agents — Webhooks","annotation":"Anthropic can POST to your HTTPS endpoint when a Managed Agents resource changes state — an alternative to holding an SSE stream or polling. Payloads are thin (event type + resource IDs only); on receipt, fetch the resource for current state. Every delivery is HMAC-signed. Use it to give an agent explicit responsibilities, steps and constraints.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","managed","agents","resource","webhooks","endpoint","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Webhooks","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901149","permalink":"https://mdrss.com/m/901149","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901149/901149.md","file":"https://mdrss.com/api/v1/cards/901149/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901149/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901149/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901148,"version":1,"slug":"managed-agents-tools-skills-collider-9c21c507f77b","title":"Managed Agents — Tools & Skills","annotation":"Override defaults for individual tools. This example enables everything except bash:. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","tools","skills","managed","agents","agent","design","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Tools & Skills","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901148","permalink":"https://mdrss.com/m/901148","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901148/901148.md","file":"https://mdrss.com/api/v1/cards/901148/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901148/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901148/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901147,"version":1,"slug":"managed-agents-self-hosted-sandboxes-collider-8a8c7b85562b","title":"Managed Agents — Self-Hosted Sandboxes","annotation":"With config.type: \"self hosted\", the agent loop stays on Anthropic's orchestration layer but tool execution moves to infrastructure you control — bash, file ops, and code run inside your container, so filesystem contents and network egress never leave your environment. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","run","managed","agents","self-hosted","sandboxes","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Self-Hosted Sandboxes","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901147","permalink":"https://mdrss.com/m/901147","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901147/901147.md","file":"https://mdrss.com/api/v1/cards/901147/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901147/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901147/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901146,"version":1,"slug":"managed-agents-scheduled-deployments-collider-de9d4c98830f","title":"Managed Agents — Scheduled Deployments","annotation":"A scheduled deployment runs an agent on a recurring cron schedule — each firing creates a session autonomously. Use it for predictable-cadence work: nightly triage, weekly compliance scans, hourly monitors. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","scheduled","deployment","runs","managed","agents","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Scheduled Deployments","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901146","permalink":"https://mdrss.com/m/901146","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901146/901146.md","file":"https://mdrss.com/api/v1/cards/901146/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901146/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901146/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901145,"version":1,"slug":"managed-agents-overview-collider-fee3ea2a47c5","title":"Managed Agents — Overview","annotation":"Managed Agents provisions a container per session as the agent's workspace. The agent loop runs on Anthropic's orchestration layer; the container is where the agent's tools execute — bash commands, file operations, code. You create a persisted Agent config (model, system pr. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","agent","managed","agents","container","design","orchestration","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Overview","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901145","permalink":"https://mdrss.com/m/901145","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901145/901145.md","file":"https://mdrss.com/api/v1/cards/901145/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901145/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901145/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901144,"version":1,"slug":"managed-agents-outcomes-collider-b4af5a65a2bb","title":"Managed Agents — Outcomes","annotation":"An outcome elevates a session from conversation to work : you state what \"done\" looks like, and the harness runs an iterate → grade → revise loop until the artifact meets the rubric, hits max iterations, or is interrupted. A separate grader (independent context windo. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","managed","agents","outcomes","agent","design","orchestration","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Outcomes","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901144","permalink":"https://mdrss.com/m/901144","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901144/901144.md","file":"https://mdrss.com/api/v1/cards/901144/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901144/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901144/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901143,"version":1,"slug":"managed-agents-onboarding-flow-collider-5946a6f76e18","title":"Managed Agents — Onboarding Flow","annotation":"Claude Managed Agents is a hosted agent: Anthropic runs the agent loop and provisions a sandboxed container per session where the agent's tools execute (or your own worker, with a self hosted environment — see shared/managed-agents-self-hosted-sandboxes.md). You supply an a. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","agent","managed","agents","onboarding","flow","design","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Onboarding Flow","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901143","permalink":"https://mdrss.com/m/901143","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901143/901143.md","file":"https://mdrss.com/api/v1/cards/901143/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901143/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901143/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901142,"version":1,"slug":"managed-agents-multiagent-sessions-collider-e6051619a211","title":"Managed Agents — Multiagent Sessions","annotation":"A coordinator agent can delegate to other agents within one session. All agents share the container and filesystem ; each runs in its own thread — a context-isolated event stream with its own conversation history, model, system prompt, tools, MCP servers, and skills (from. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","agents","multiagent","threads","managed","sessions","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Multiagent Sessions","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901142","permalink":"https://mdrss.com/m/901142","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901142/901142.md","file":"https://mdrss.com/api/v1/cards/901142/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901142/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901142/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901141,"version":1,"slug":"managed-agents-memory-stores-collider-eae59bb4f642","title":"Managed Agents — Memory Stores","annotation":"Sessions are ephemeral by default — when one ends, anything the agent learned is gone. A memory store is a workspace-scoped collection of small text documents that persists across sessions. When a store is attached to a session (via resources[]), it is mounted into the cont. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","memory","store","managed","agents","stores","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Memory Stores","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901141","permalink":"https://mdrss.com/m/901141","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901141/901141.md","file":"https://mdrss.com/api/v1/cards/901141/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901141/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901141/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901140,"version":1,"slug":"managed-agents-events-steering-collider-11a42635c33a","title":"Managed Agents — Events & Steering","annotation":"Send events to a session via POST /v1/sessions/{id}/events. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","events","steering","managed","agents","event","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Events & Steering","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901140","permalink":"https://mdrss.com/m/901140","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901140/901140.md","file":"https://mdrss.com/api/v1/cards/901140/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901140/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901140/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901139,"version":1,"slug":"managed-agents-environments-resources-collider-6370da500770","title":"Managed Agents — Environments & Resources","annotation":"Creating a session requires an environment id. Environments are reusable configuration templates for spinning up containers in Anthropic's infrastructure — you might create different environments for different use cases (e.g. data visualization vs web development, with diff. Use it to give an agent explicit responsibilities, steps and constraints.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","environments","resources","environment","managed","agents","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Environments & Resources","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901139","permalink":"https://mdrss.com/m/901139","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901139/901139.md","file":"https://mdrss.com/api/v1/cards/901139/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901139/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901139/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901138,"version":1,"slug":"managed-agents-core-concepts-collider-2dae5d2f8062","title":"Managed Agents — Core Concepts","annotation":"Every session has a live trace view in the Anthropic Console at https://platform.claude.com/workspaces/{workspace}/sessions/{session id}. Print this URL immediately after creating a session so the user can watch tool calls and messages stream in real time. {workspace} is th. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","session","agent","agents","managed","core","design","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Core Concepts","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901138","permalink":"https://mdrss.com/m/901138","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901138/901138.md","file":"https://mdrss.com/api/v1/cards/901138/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901138/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901138/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901137,"version":1,"slug":"managed-agents-common-client-patterns-collider-265d8c961511","title":"Managed Agents — Common Client Patterns","annotation":"Patterns you'll write on the client side when driving a Managed Agent session, grounded in working SDK examples. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","managed","client","patterns","agents","common","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Common Client Patterns","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901137","permalink":"https://mdrss.com/m/901137","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901137/901137.md","file":"https://mdrss.com/api/v1/cards/901137/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901137/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901137/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901136,"version":1,"slug":"managed-agents-endpoint-reference-collider-8016c46c221f","title":"Managed Agents — Endpoint Reference","annotation":"All endpoints require x-api-key and anthropic-version: 2023-06-01 headers. Managed Agents endpoints additionally require the anthropic-beta header. Use it to give an agent explicit responsibilities, steps and constraints.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","agents","reference","managed","endpoint","endpoints","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Endpoint Reference","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901136","permalink":"https://mdrss.com/m/901136","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901136/901136.md","file":"https://mdrss.com/api/v1/cards/901136/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901136/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901136/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901135,"version":1,"slug":"live-documentation-sources-collider-8064730a6e04","title":"Live Documentation Sources","annotation":"This file contains WebFetch URLs for fetching current information from platform.claude.com and Agent SDK repositories. Use these when users need the latest data that may have changed since the cached content was last updated. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","documentation","live","sources","webfetch","agent","design","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Live Documentation Sources","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901135","permalink":"https://mdrss.com/m/901135","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901135/901135.md","file":"https://mdrss.com/api/v1/cards/901135/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901135/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901135/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901134,"version":1,"slug":"http-error-codes-reference-collider-82a3f84022ed","title":"HTTP Error Codes Reference","annotation":"This file documents HTTP error codes returned by the Claude API, their common causes, and how to handle them. For language-specific error handling examples, see the python/ or typescript/ folders. Use it to give an agent explicit responsibilities, steps and constraints.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","error","http","codes","reference","common","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"HTTP Error Codes Reference","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901134","permalink":"https://mdrss.com/m/901134","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901134/901134.md","file":"https://mdrss.com/api/v1/cards/901134/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901134/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901134/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901133,"version":1,"slug":"anthropic-cli-ant-collider-de5a72186fd0","title":"Anthropic CLI (ant)","annotation":"The ant CLI exposes every Claude API resource as a shell subcommand. Compared to curl: request bodies are built from typed flags or piped YAML instead of hand-written JSON, @path inlines file contents into any string field, --transform extracts fields with a GJSON path (n. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","cli","ant","flags","anthropic","path","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Anthropic CLI (ant)","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901133","permalink":"https://mdrss.com/m/901133","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901133/901133.md","file":"https://mdrss.com/api/v1/cards/901133/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901133/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901133/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901132,"version":1,"slug":"agent-design-patterns-collider-dfc64b5f246a","title":"Agent Design Patterns","annotation":"This file covers decision heuristics for building agents on the Claude API: which primitives to reach for, how to design your tool surface, and how to manage context and cost over long runs. For per-tool mechanics and code examples, see tool-use-concepts.md and the language-spe. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","tool","design","agents","agent","patterns","orchestration","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Agent Design Patterns","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901132","permalink":"https://mdrss.com/m/901132","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901132/901132.md","file":"https://mdrss.com/api/v1/cards/901132/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901132/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901132/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901131,"version":1,"slug":"managed-agents-python-collider-05b7eef1ad4a","title":"Managed Agents — Python","annotation":"List files the agent wrote to /mnt/session/outputs/ during a session, then. Use it to ground design choices in named patterns, trade-offs and examples.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","session","custom","managed","agents","python","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Managed Agents — Python","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901131","permalink":"https://mdrss.com/m/901131","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901131/901131.md","file":"https://mdrss.com/api/v1/cards/901131/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901131/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901131/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901130,"version":1,"slug":"tool-use-python-collider-8ef0570db3db","title":"Tool Use — Python","annotation":"For conceptual overview (tool definitions, tool choice, tips), see shared/tool-use-concepts.md. Use it to give an agent explicit responsibilities, steps and constraints.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","tool","mcp","runner","files","python","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Tool Use — Python","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901130","permalink":"https://mdrss.com/m/901130","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901130/901130.md","file":"https://mdrss.com/api/v1/cards/901130/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901130/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901130/embed"},"created_at":"2026-08-04T13:48:16.866Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:16.866Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901129,"version":1,"slug":"claude-api-python-collider-16b984e41127","title":"Claude API — Python","annotation":"Use with options() to override client settings for a single call without mutating the client:. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","client","claude","python","url","agent","design","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Claude API — Python","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901129","permalink":"https://mdrss.com/m/901129","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901129/901129.md","file":"https://mdrss.com/api/v1/cards/901129/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901129/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901129/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901128,"version":1,"slug":"building-llm-powered-applications-with-claude-collider-5c0175c0df43","title":"Building LLM-Powered Applications with Claude","annotation":"This skill helps you build LLM-powered applications with Claude. Choose the right surface based on your needs, detect the project language, then read the relevant language-specific documentation. Use it to make implementation decisions and avoid common dead ends.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","reference","building","llm-powered","applications","agent","design","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/anthropics/skills","source_title":"Building LLM-Powered Applications with Claude","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901128","permalink":"https://mdrss.com/m/901128","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901128/901128.md","file":"https://mdrss.com/api/v1/cards/901128/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901128/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901128/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901127,"version":1,"slug":"coala-awesome-language-agents-collider-aabe9791be32","title":"CoALA: Awesome Language Agents","annotation":"A compilation of language agents using the Cognitive Architectures for Language Agents (🐨CoALA) framework. - CoALA Paper (16 pages of main content): https://arxiv.org/abs/2309.02427 - CoALA Tweet (6 threads): https://twitter.com/ShunyuYao12/status/1699396834983362690 - CoALA. Use it to navigate the topic and choose relevant methods, papers or tools.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"reference","tags":["ai-agent-systems","agent-design-and-orchestration","coala","language","agents","awesome","https","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/ysymyth/awesome-language-agents","source_title":"CoALA: Awesome Language Agents","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901127","permalink":"https://mdrss.com/m/901127","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901127/901127.md","file":"https://mdrss.com/api/v1/cards/901127/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901127/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901127/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901126,"version":1,"slug":"awesome-slam-datasets-collider-7a79fdfad3e8","title":"Awesome SLAM Datasets","annotation":"This repository is the collection of SLAM-related datasets. Among various SLAM datasets, we've selected the datasets provide pose and map information. This repository is linked to the google site. In this repository, the overall dataset chart is represented as simplified version. Use it to navigate the topic and choose relevant methods, papers or tools.","state":"published","catalog_feed":{"slug":"data-research","url":"https://mdrss.com/s/data-research"},"classification":{"domain":"data-research","category":"scientific-and-biomedical-data","content_type":"reference","tags":["data-research","scientific-and-biomedical-data","update","datasets","slam","repository","awesome","scientific","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/youngguncho/awesome-slam-datasets","source_title":"Awesome SLAM Datasets","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/data-research/scientific-and-biomedical-data/901126","permalink":"https://mdrss.com/m/901126","catalog_feed":"https://mdrss.com/s/data-research","markdown":"https://mdrss.com/data-research/scientific-and-biomedical-data/901126/901126.md","file":"https://mdrss.com/api/v1/cards/901126/file","raw":"https://mdrss.com/data-research/scientific-and-biomedical-data/901126/raw","embed":"https://mdrss.com/data-research/scientific-and-biomedical-data/901126/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"data-research"},{"schema":"mdrss.card/v1","id":901125,"version":1,"slug":"claude-code-everything-you-need-to-know-collider-0bcba7e840ff","title":"Claude Code: Everything You Need to Know","annotation":"A practical guide to Claude Code — from your first prompt to multi-agent automation, hooks, MCP, and team workflows. Built around clear mental models and real examples, not marketing. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"agent-design-and-orchestration","content_type":"guide","tags":["ai-agent-systems","agent-design-and-orchestration","claude","code","prompt","commit","everything","agent","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/wesammustafa/Claude-Code-Everything-You-Need-to-Know","source_title":"Claude Code: Everything You Need to Know","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901125","permalink":"https://mdrss.com/m/901125","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901125/901125.md","file":"https://mdrss.com/api/v1/cards/901125/file","raw":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901125/raw","embed":"https://mdrss.com/ai-agents/agent-design-and-orchestration/901125/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901124,"version":1,"slug":"cryptocoding-secure-cryptography-engineering-practices-collider-6af538bbd50d","title":"Cryptocoding: Secure Cryptography Engineering Practices","annotation":"This page lists \"coding rules\" for implementations of cryptographic operations, and more generally for operations involving secret or sensitive values. Use it to build a structured path from fundamentals to hands-on practice.","state":"published","catalog_feed":{"slug":"security","url":"https://mdrss.com/s/security"},"classification":{"domain":"security","category":"cryptography-privacy-and-compliance","content_type":"guide","tags":["security-privacy-compliance","cryptography-privacy-compliance","problem","solution","secret","operations","avoid","cryptography","security","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/veorq/cryptocoding","source_title":"Cryptocoding: Secure Cryptography Engineering Practices","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/security/cryptography-privacy-and-compliance/901124","permalink":"https://mdrss.com/m/901124","catalog_feed":"https://mdrss.com/s/security","markdown":"https://mdrss.com/security/cryptography-privacy-and-compliance/901124/901124.md","file":"https://mdrss.com/api/v1/cards/901124/file","raw":"https://mdrss.com/security/cryptography-privacy-and-compliance/901124/raw","embed":"https://mdrss.com/security/cryptography-privacy-and-compliance/901124/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"security"},{"schema":"mdrss.card/v1","id":901123,"version":1,"slug":"awesome-post-quantum-collider-cb893b00ac17","title":"Awesome Post-Quantum","annotation":"A curated list of resources about post-quantum cryptography. Use it to build a structured path from fundamentals to hands-on practice.","state":"published","catalog_feed":{"slug":"security","url":"https://mdrss.com/s/security"},"classification":{"domain":"security","category":"cryptography-privacy-and-compliance","content_type":"guide","tags":["security-privacy-compliance","cryptography-privacy-compliance","pqc","post-quantum","awesome","resources","standards","cryptography","security","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/veorq/awesome-post-quantum","source_title":"Awesome Post-Quantum","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/security/cryptography-privacy-and-compliance/901123","permalink":"https://mdrss.com/m/901123","catalog_feed":"https://mdrss.com/s/security","markdown":"https://mdrss.com/security/cryptography-privacy-and-compliance/901123/901123.md","file":"https://mdrss.com/api/v1/cards/901123/file","raw":"https://mdrss.com/security/cryptography-privacy-and-compliance/901123/raw","embed":"https://mdrss.com/security/cryptography-privacy-and-compliance/901123/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"security"},{"schema":"mdrss.card/v1","id":901122,"version":1,"slug":"the-solcurity-standard-collider-89442c300335","title":"The Solcurity Standard","annotation":"Opinionated security and code quality standard for Solidity smart contracts. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"crypto","url":"https://mdrss.com/s/crypto"},"classification":{"domain":"crypto","category":"smart-contract-and-protocol-security","content_type":"guide","tags":["blockchain-fintech","smart-contract-and-protocol-security","standard","solcurity","code","calls","smart","contract","crypto","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/transmissions11/solcurity","source_title":"The Solcurity Standard","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/crypto/smart-contract-and-protocol-security/901122","permalink":"https://mdrss.com/m/901122","catalog_feed":"https://mdrss.com/s/crypto","markdown":"https://mdrss.com/crypto/smart-contract-and-protocol-security/901122/901122.md","file":"https://mdrss.com/api/v1/cards/901122/file","raw":"https://mdrss.com/crypto/smart-contract-and-protocol-security/901122/raw","embed":"https://mdrss.com/crypto/smart-contract-and-protocol-security/901122/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"crypto"},{"schema":"mdrss.card/v1","id":901121,"version":1,"slug":"not-so-awesome-web3-security-researcher-roadmap-collider-3e7c861bd6f3","title":"Not so awesome Web3 Security Researcher roadmap","annotation":"Of course, this is not awesome. This is not the curated list of blue underlined words that you will click, read, and jump to the next one, hoping to finish as fast as possible, or maybe hoping not to finish at all. You are going to become a security RESEARCHER . Yeah, RESEAR. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"security","url":"https://mdrss.com/s/security"},"classification":{"domain":"security","category":"application-security-and-threat-modeling","content_type":"guide","tags":["security-privacy-compliance","application-security-and-threat-modeling","security","researcher","awesome","web3","roadmap","application","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/tpiliposian/not-awesome-web3-security-roadmap","source_title":"Not so awesome Web3 Security Researcher roadmap","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/security/application-security-and-threat-modeling/901121","permalink":"https://mdrss.com/m/901121","catalog_feed":"https://mdrss.com/s/security","markdown":"https://mdrss.com/security/application-security-and-threat-modeling/901121/901121.md","file":"https://mdrss.com/api/v1/cards/901121/file","raw":"https://mdrss.com/security/application-security-and-threat-modeling/901121/raw","embed":"https://mdrss.com/security/application-security-and-threat-modeling/901121/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"security"},{"schema":"mdrss.card/v1","id":901120,"version":1,"slug":"prompt-injection-defenses-collider-00621a6817ad","title":"prompt-injection-defenses","annotation":"This repository centralizes and summarizes practical and proposed defenses against prompt injection. Use it to navigate the topic and choose relevant methods, papers or tools.","state":"published","catalog_feed":{"slug":"ai-agents","url":"https://mdrss.com/s/ai-agents"},"classification":{"domain":"ai-agents","category":"prompting-and-agent-evaluation","content_type":"reference","tags":["ai-agent-systems","prompting-and-agent-evaluation","prompt-injection-defenses","prompt","prompting","agent","evaluation","ai","ai-agents","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/tldrsec/prompt-injection-defenses","source_title":"prompt-injection-defenses","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/ai-agents/prompting-and-agent-evaluation/901120","permalink":"https://mdrss.com/m/901120","catalog_feed":"https://mdrss.com/s/ai-agents","markdown":"https://mdrss.com/ai-agents/prompting-and-agent-evaluation/901120/901120.md","file":"https://mdrss.com/api/v1/cards/901120/file","raw":"https://mdrss.com/ai-agents/prompting-and-agent-evaluation/901120/raw","embed":"https://mdrss.com/ai-agents/prompting-and-agent-evaluation/901120/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"ai-agents"},{"schema":"mdrss.card/v1","id":901119,"version":1,"slug":"must-read-papers-on-legal-intelligence-collider-9e834779cf3d","title":"Must-read Papers on Legal Intelligence","annotation":"1. How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence. Use it to build a structured path from fundamentals to hands-on practice.","state":"published","catalog_feed":{"slug":"data-research","url":"https://mdrss.com/s/data-research"},"classification":{"domain":"data-research","category":"research-and-evaluation","content_type":"guide","tags":["data-research","research-and-evaluation","legal","intelligence","must-read","papers","information","research","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/thunlp/LegalPapers","source_title":"Must-read Papers on Legal Intelligence","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/data-research/research-and-evaluation/901119","permalink":"https://mdrss.com/m/901119","catalog_feed":"https://mdrss.com/s/data-research","markdown":"https://mdrss.com/data-research/research-and-evaluation/901119/901119.md","file":"https://mdrss.com/api/v1/cards/901119/file","raw":"https://mdrss.com/data-research/research-and-evaluation/901119/raw","embed":"https://mdrss.com/data-research/research-and-evaluation/901119/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"data-research"},{"schema":"mdrss.card/v1","id":901118,"version":1,"slug":"front-end-checklist-collider-53348bf60bf8","title":"Front-End Checklist","annotation":"Front-End Checklist is the open-source front-end quality system for humans and AI agents. It turns front-end best practices into a practical review workflow you can browse on the web, run through with MCP-compatible tools, or work through directly in this README. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"web-mobile","url":"https://mdrss.com/s/web-mobile"},"classification":{"domain":"web-mobile","category":"accessibility-and-mobile-ux","content_type":"guide","tags":["frontend-ux-accessibility","accessibility-mobile-ux","checklist","front-end","workflow","browse","through","accessibility","web-mobile","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/thedaviddias/Front-End-Checklist","source_title":"Front-End Checklist","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901118","permalink":"https://mdrss.com/m/901118","catalog_feed":"https://mdrss.com/s/web-mobile","markdown":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901118/901118.md","file":"https://mdrss.com/api/v1/cards/901118/file","raw":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901118/raw","embed":"https://mdrss.com/web-mobile/accessibility-and-mobile-ux/901118/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"web-mobile"},{"schema":"mdrss.card/v1","id":901117,"version":1,"slug":"180-day-free-roadmap-to-become-a-job-ready-data-analyst-collider-37c566acdac6","title":"180-Day Free Roadmap to Become a Job-Ready Data Analyst","annotation":"This roadmap is designed for aspirants with zero experience , focusing on free learning paths , projects , interview prep , and tools that are widely accepted in the industry. Use it as a repeatable review, validation or hardening pass.","state":"published","catalog_feed":{"slug":"learning","url":"https://mdrss.com/s/learning"},"classification":{"domain":"learning","category":"courses-roadmaps-and-reference","content_type":"guide","tags":["education-reference","courses-roadmaps-and-reference","day","phase","free","roadmap","become","courses","learning","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/sujalrajapure/data_analyst_roadmap","source_title":"180-Day Free Roadmap to Become a Job-Ready Data Analyst","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/learning/courses-roadmaps-and-reference/901117","permalink":"https://mdrss.com/m/901117","catalog_feed":"https://mdrss.com/s/learning","markdown":"https://mdrss.com/learning/courses-roadmaps-and-reference/901117/901117.md","file":"https://mdrss.com/api/v1/cards/901117/file","raw":"https://mdrss.com/learning/courses-roadmaps-and-reference/901117/raw","embed":"https://mdrss.com/learning/courses-roadmaps-and-reference/901117/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"learning"},{"schema":"mdrss.card/v1","id":901116,"version":1,"slug":"awesome-meta-learning-collider-59723e46c840","title":"Awesome Meta Learning","annotation":"A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources. Use it to navigate the topic and choose relevant methods, papers or tools.","state":"published","catalog_feed":{"slug":"data-research","url":"https://mdrss.com/s/data-research"},"classification":{"domain":"data-research","category":"research-and-evaluation","content_type":"reference","tags":["data-research","research-and-evaluation","learning","meta","awesome","papers","code","research","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/sudharsan13296/Awesome-Meta-Learning","source_title":"Awesome Meta Learning","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/data-research/research-and-evaluation/901116","permalink":"https://mdrss.com/m/901116","catalog_feed":"https://mdrss.com/s/data-research","markdown":"https://mdrss.com/data-research/research-and-evaluation/901116/901116.md","file":"https://mdrss.com/api/v1/cards/901116/file","raw":"https://mdrss.com/data-research/research-and-evaluation/901116/raw","embed":"https://mdrss.com/data-research/research-and-evaluation/901116/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"data-research"},{"schema":"mdrss.card/v1","id":901115,"version":1,"slug":"dreamsim-learning-new-dimensions-of-human-visual-similarity-using-synt-collider-2644595ceec1","title":"DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data","annotation":"A curated reference on image, video & creative ai centered on DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data. Use it to navigate the topic and choose relevant methods, papers or tools.","state":"published","catalog_feed":{"slug":"multimodal","url":"https://mdrss.com/s/multimodal"},"classification":{"domain":"multimodal","category":"image-video-and-creative-ai","content_type":"reference","tags":["creative-computing-media","image-video-and-creative-ai","similarity","data","nights","download","dreamsim","image","multimodal","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/ssundaram21/dreamsim","source_title":"DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/multimodal/image-video-and-creative-ai/901115","permalink":"https://mdrss.com/m/901115","catalog_feed":"https://mdrss.com/s/multimodal","markdown":"https://mdrss.com/multimodal/image-video-and-creative-ai/901115/901115.md","file":"https://mdrss.com/api/v1/cards/901115/file","raw":"https://mdrss.com/multimodal/image-video-and-creative-ai/901115/raw","embed":"https://mdrss.com/multimodal/image-video-and-creative-ai/901115/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"multimodal"},{"schema":"mdrss.card/v1","id":901114,"version":1,"slug":"license-list-data-collider-6729eeed7382","title":"License List Data","annotation":"A curated reference on cryptography, privacy & compliance centered on License List Data. Use it to make implementation decisions and avoid common dead ends.","state":"published","catalog_feed":{"slug":"security","url":"https://mdrss.com/s/security"},"classification":{"domain":"security","category":"cryptography-privacy-and-compliance","content_type":"guide","tags":["security-privacy-compliance","cryptography-privacy-compliance","data","license","list","issues","pull","cryptography","security","collider-club"],"language":"en","language_confidence":1,"language_source":"publisher"},"publisher":"collider-club","publisher_id":273,"publisher_display_name":"Collider.club","publisher_url":"https://mdrss.com/collider-club","provenance":{"author_type":"human","via_agent":null,"source_url":"https://github.com/spdx/license-list-data","source_title":"License List Data","source_kind":"collider-club-curated","license":"MIT"},"signals":{"stars":0,"comments":0,"evidence_score":100,"risk_score":5},"urls":{"card":"https://mdrss.com/security/cryptography-privacy-and-compliance/901114","permalink":"https://mdrss.com/m/901114","catalog_feed":"https://mdrss.com/s/security","markdown":"https://mdrss.com/security/cryptography-privacy-and-compliance/901114/901114.md","file":"https://mdrss.com/api/v1/cards/901114/file","raw":"https://mdrss.com/security/cryptography-privacy-and-compliance/901114/raw","embed":"https://mdrss.com/security/cryptography-privacy-and-compliance/901114/embed"},"created_at":"2026-08-04T13:48:05.624Z","updated_at":"2026-08-04T13:54:51.641Z","snapshot_at":"2026-08-04T13:48:05.624Z","classification_domain":"security"}],"limit":50,"next_cursor":"eyJvZmZzZXQiOjQwMH0"}