How real projects summarise themselves for language models.
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Ataraxy-LabsPipes a download into a shellllms.txtAtaraxy-Labs/sem/docs/llms.txt
dependencies] sem-core = "0.28" ``` Used by weave (semantic merge driver) and inspect (entity-level code review). ## Links - GitHub: https://github.com/Ataraxy-Labs/sem - Website: https://ataraxy-labs.github.io/sem - License: MIT OR Apache
Steady11 mentions in 2 weeks
No other project uses it yet
cosmicstack-labsPipes a download into a shellllms.txtcosmicstack-labs/mercury-agent/docs/llms-full.txt
what it said. This post explains how that works, shows the code, and compares Mercury Bots honestly with the five products above, including the places where they are ahead
No other project uses it yet
LangChainllms.txtlangchain-ai/langgraphjs/docs/docs/llms.txt
wait for user input (Functional API)](https://docs.langchain.com/oss/javascript/langgraph/how-tos/wait-user-input-functional/) - [How to review tool calls (Functional API)](https://docs.langchain.com/oss/javascript/langgraph/how-tos/review-tool-calls-functional/) ### Time Travel [Time travel](https://docs.langchain.com/oss/javascript/langgraph/concepts/time-travel/) allows you to replay
Steady6 mentions in 2 weeks
No other project uses it yet
chdb-ioPipes a download into a shellllms.txtchdb-io/chdb/llms-full.txt
# chDB > chDB is an in-process OLAP SQL engine powered by ClickHouse, embedded as
No other project uses it yet
botswinllms.txtbotswin/BotBrowser/llms.txt
AudioContext, and font metrics so probes cannot produce stable identifiers). Operate under written authorization. Review the Responsible Use Guidelines and Legal Disclaimer before requesting binaries or premium profiles. ## Builds BotBrowser
No other project uses it yet
CodeBoardingReads credentialsllms.txtCodeBoarding/CodeBoarding/llms.txt
Historical source snapshot. For current APIs, consult README.md and PYPI.md. Configured depth is depth
No other project uses it yet
Metallms.txtfacebookresearch/fairchem/docs/llms-full.txt
trajectory files. Replace the filename and task below with values appropriate for your system. ```{code-cell} ipython3 :tags: [skip-execution] from ase.io import read atoms = read("my-structure.xyz") # Required for molecules
tractorjuicellms.txttractorjuice/arc-kit/docs/llms.txt
Bureaucracy / Service Catalogue](https://github.com/tractorjuice/arc-kit/blob/main/plugins/arckit-uae/commands/uae-zero-bureaucracy.md): `/arckit-uae:uae-zero-bureaucracy` UAE Code for Government Services service catalogue review and CX KPIs. - [Digital Records Plan](https://github.com/tractorjuice/arc-kit/blob/main/plugins/arckit-uae/commands/uae-digital-records.md): `/arckit-uae:uae-digital
mrgooniellms.txtmrgoonie/claudekit-skills/.claude/skills/claude-code/llms.txt
shortcuts - See: references/ide-integration.md ### CI/CD Integration - GitHub Actions workflows - GitLab CI/CD pipelines - Automated testing and code review - See: references/cicd-integration.md ### Advanced Features - Extended thinking - Prompt caching - Checkpointing - Memory management - Context windows
3 projects use a version of this
agentstack-aiPipes a download into a shellllms.txtagentstack-ai/AgentStack/docs/llms.txt
Pull Request Make sure tests pass, type checking is correct, and ensure your code is formatted correctly. 1. `tox -m quick` - This will run tests for Python version 3.12 only
No other project uses it yet
LumiwealthReads credentialsllms.txtLumiwealth/lumibot/llms-full.txt
# Lumibot Documentation (Compiled) # Generated: 2026-09-13T21:04:40Z ===== MIGRATING_FROM_BACKTRADER ===== Migrating
No other project uses it yet
LumiwealthReads credentialsllms.txtLumiwealth/lumibot/llms.txt
Complete two-agent Strategy: https://lumibot.lumiwealth.com/agents_quickstart.html - Examples and recorded evidence: https://lumibot.lumiwealth.com/agents_examples.html - Coding-agent instructions: https://lumibot.lumiwealth.com/agent_start_here.html ## Optional: BotSpot research LumiBot strategy agents can attach BotSpot
No other project uses it yet
pmxt-devReads credentialsllms.txtpmxt-dev/pmxt/docs/llms-full.txt
# PMXT — Full Documentation > One API for supported prediction markets. Unified data and hosted catalog
1 project uses a version of this
covibesllms.txtcovibes/zeroshot/docs/llms.txt
migration get a security review first, then every change goes through acceptance and code review in parallel. Any "no" goes back to the worker with the reason. ```text worker
the-open-enginellms.txtthe-open-engine/zeroshot/docs/llms.txt
prompts and skills. - Independent review. In the built-in graph, separate acceptance and code-review agents decide whether the work passes, and rejected work goes to repair until both accept
zereightReads credentialsllms.txtzereight/gitlab-mcp/docs/llms-full.txt
files per call 3. `create_merge_request_thread` or draft notes for review comments `project_id` accepts a numeric ID or a URL-encoded path. Example: merge request
zereightllms.txtzereight/gitlab-mcp/docs/llms.txt
without MCP](getting-started/cli-without-mcp.md): Skill + CLI - [Claude Code](clients/claude-code.md) - [Cursor](clients/cursor.md) - [VS Code](clients/vscode.md) - [Codex](clients/codex.md) - [JSON clients](clients/json-clients.md) - [OAuth2](auth/oauth-setup.md) - [Environment variables](configuration/environment-variables.md) - [Tools](tools/index.md): generated reference - [Skill
zereightReads credentialsllms.txtzereight/gitlab-mcp/llms-full.txt
files per call 3. `create_merge_request_thread` or draft notes for review comments `project_id` accepts a numeric ID or a URL-encoded path. Example: merge request
zereightllms.txtzereight/gitlab-mcp/llms.txt
zereight.github.io/gitlab-mcp/getting-started/cli-without-mcp/): Skill + CLI - [Claude Code](https://zereight.github.io/gitlab-mcp/clients/claude-code/) - [Cursor](https://zereight.github.io/gitlab-mcp/clients/cursor/) - [VS Code](https://zereight.github.io/gitlab-mcp/clients/vscode/) - [Codex](https://zereight.github.io/gitlab-mcp/clients/codex/) - [JSON clients](https://zereight.github.io/gitlab-mcp/clients/json-clients/) - [OAuth2](https://zereight.github.io
aelassasReads credentialsllms.txtaelassas/servy/llms-full.txt
# Servy - Full Documentation Context > Auto-generated full documentation context compiled from the Servy Wiki
No other project uses it yet
A markdown file at a website's root that gives language models a short guide to the site and links to the pages worth reading.
The same idea with the content included, so an agent can read the documentation in one request.
Agents and tools that fetch documentation on someone's behalf. It's a proposal, not a standard, and support varies.
Start with a one-line summary, then sections of links with a sentence each. The examples here show what real projects do.
