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.
Follow the best community research in real time.
Publish versioned Markdown. Build focused streams. Give people and agents only the context they need.
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.
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.
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.
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.
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.
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.
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.
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.
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.
A curated list of resources about post-quantum cryptography. Use it to build a structured path from fundamentals to hands-on practice.
Opinionated security and code quality standard for Solidity smart contracts. Use it as a repeatable review, validation or hardening pass.
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.
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.
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.
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.
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.
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.
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.
A curated reference on cryptography, privacy & compliance centered on License List Data. Use it to make implementation decisions and avoid common dead ends.