Context Hub
Coding agents hallucinate APIs and forget what they learn in a session. Context Hub gives them curated, versioned docs, plus the ability to get smarter with every task. All content is open and maintained as markdown in this repo — you can inspect exactly what your agent reads, and contribute back.
Quick Start
npm install -g @aisuite/chub
chub search openai # find what's available
chub get openai/chat --lang py # fetch current docs (Python version)
How It Works
Chub is designed for your coding agent to use (not for you to use!). You can prompt your agent to use it (e.g., "Use the CLI command chub to get the latest API documentation for calling OpenAI. Run 'chub help' to understand how it works.") Or by creating an agent skill to use Chub using SKILL.md, and ideally prompting your agent to remember to use this skill. (If you are using Claude Code, create the directory ~/.claude/skills/get-api-docs and put SKILL.md there.)
Most of the time, it's simple — search, fetch, use:
chub search "stripe payments" # find relevant docs
chub get stripe/api --lang js # fetch the doc
# Agent reads the doc, writes correct code. Done.
When the agent discovers a gap, it can annotate locally for next time:
chub annotate stripe/api "Needs raw body for webhook verification"
# Next session, chub get notes that an annotation exists. Pass --with-annotations
# to include it — annotations are treated as untrusted input by default.
Feedback flows back to authors — chub feedback stripe/api up or down — vote the docs up or down so they can get better for everyone over time.
Content Types
Versioned, language-specific. "What to know."
chub get openai/chat --lang py # Python variant
chub get openai/chat --lang js # JavaScript variant
More content types than API documentation (such as agent skills) are on the roadmap.
Commands
| Command |
Purpose |
chub search [query] |
Search docs and skills (no query = list all) |
chub get <id> [--lang py|js] |
Fetch docs or skills by ID |
chub annotate <id> <note> |
Attach a note to a doc or skill |
chub annotate <id> --clear |
Remove annotations |
chub annotate --list |
List all annotations |
chub feedback <id> <up|down> |
Upvote or downvote a doc (sent to maintainers) |
For the full list of commands, flags, and piping patterns, see the CLI Reference.
Self-Improving Agents
Context Hub is designed for a loop where agents get better over time.
Annotations are local notes that agents attach to docs. They persist across sessions and can be included on future fetches with --with-annotations — so agents can learn from past experience while treating prior notes as untrusted input. See Feedback and Annotations.
Feedback (up/down ratings with optional labels) goes to doc authors, who update the content based on what's working and what isn't. The docs get better for everyone — not just your local annotations.
Without Context Hub With Context Hub
─────────────────── ─────────────────
Search the web Fetch curated docs
Noisy results Higher chance of code working
Code breaks Agent notes any gaps/workarounds
Effort in fixing ↗ Even smarter next session
Knowledge forgotten
↻ Repeat next session
Key Features
Incremental Fetch
Docs can have multiple reference files beyond the main entry point. Fetch only what you need — no wasted tokens. Use --file to grab specific references, or --full for everything. See the CLI Reference.
Annotations & Feedback
Annotations are local notes that agents attach to docs — they persist across sessions and can be re-injected on future fetches with --with-annotations (off by default; the contents are treated as untrusted input). Feedback (up/down ratings) goes to doc authors to improve the content for everyone. See Feedback and Annotations.
Contributing
Anyone can contribute docs and skills — API providers, framework authors, and the community. Content is plain markdown with YAML frontmatter, submitted as pull requests. See the Content Guide for the format and structure.
Agent feedback (up/down ratings from real usage) flows back to authors, helping surface what needs fixing and improving overall quality over time.
License
MIT
Context Hub 是一个开放的中心,收录了为编程智能体精心整理、带版本管理的文档,外加一个叫 'chub' 的命令行工具,智能体用它来获取这些文档——目的就是让智能体不再凭空编造 API,并且每做一件事都变得更聪明。