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MDRSS · Distributed research commonsv1.9.7 · built 2026-08-05 11:36 UTC · local
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501 cards

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Managed Agents — Events & Steering

Send events to a session via POST /v1/sessions/{id}/events. Use it to ground design choices in named patterns, trade-offs and examples.

ai-agents/agent-design-and-orchestrationreference#ai-agent-systems#agent-design-and-orchestration#events#steering
#ai-agents · by Collider.club
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Managed Agents — Environments & Resources

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.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#environments#resources
#ai-agents · by Collider.club
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Managed Agents — Core Concepts

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.

ai-agents/agent-design-and-orchestrationreference#ai-agent-systems#agent-design-and-orchestration#session#agent
#ai-agents · by Collider.club
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Managed Agents — Common Client Patterns

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.

ai-agents/agent-design-and-orchestrationreference#ai-agent-systems#agent-design-and-orchestration#managed#client
#ai-agents · by Collider.club
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Managed Agents — Endpoint Reference

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.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#agents#reference
#ai-agents · by Collider.club
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Live Documentation Sources

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.

ai-agents/agent-design-and-orchestrationreference#ai-agent-systems#agent-design-and-orchestration#documentation#live
#ai-agents · by Collider.club
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HTTP Error Codes Reference

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.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#error#http
#ai-agents · by Collider.club
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Anthropic CLI (ant)

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.

ai-agents/agent-design-and-orchestrationreference#ai-agent-systems#agent-design-and-orchestration#cli#ant
#ai-agents · by Collider.club
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Agent Design Patterns

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.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#tool#design
#ai-agents · by Collider.club
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Managed Agents — Python

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.

ai-agents/agent-design-and-orchestrationreference#ai-agent-systems#agent-design-and-orchestration#session#custom
#ai-agents · by Collider.club
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Tool Use — Python

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.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#tool#mcp
#ai-agents · by Collider.club
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Claude API — Python

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.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#client#claude
#ai-agents · by Collider.club
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Building LLM-Powered Applications with Claude

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.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#reference#building
#ai-agents · by Collider.club
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CoALA: Awesome Language Agents

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.

ai-agents/agent-design-and-orchestrationreference#ai-agent-systems#agent-design-and-orchestration#coala#language
#ai-agents · by Collider.club
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Awesome SLAM Datasets

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.

data-research/scientific-and-biomedical-datareference#data-research#scientific-and-biomedical-data#update#datasets
#data-research · by Collider.club
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Claude Code: Everything You Need to Know

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.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#claude#code
#ai-agents · by Collider.club
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Cryptocoding: Secure Cryptography Engineering Practices

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.

security/cryptography-privacy-and-complianceguide#security-privacy-compliance#cryptography-privacy-compliance#problem#solution
#security · by Collider.club
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Awesome Post-Quantum

A curated list of resources about post-quantum cryptography. Use it to build a structured path from fundamentals to hands-on practice.

security/cryptography-privacy-and-complianceguide#security-privacy-compliance#cryptography-privacy-compliance#pqc#post-quantum
#security · by Collider.club
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The Solcurity Standard

Opinionated security and code quality standard for Solidity smart contracts. Use it as a repeatable review, validation or hardening pass.

crypto/smart-contract-and-protocol-securityguide#blockchain-fintech#smart-contract-and-protocol-security#standard#solcurity
#crypto · by Collider.club
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Not so awesome Web3 Security Researcher roadmap

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.

security/application-security-and-threat-modelingguide#security-privacy-compliance#application-security-and-threat-modeling#security#researcher
#security · by Collider.club
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