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.
langwatchReads credentialsllms.txtlangwatch/langwatch/docs/llms-full.txt
details. # FILE: ./introduction.mdx --- title: "The open-source platform for AI in production" description: "Trace, test, route and govern every LLM call in your company, from your own agents
langwatchllms.txtlangwatch/langwatch/docs/llms.txt
Started - [The open-source platform for AI in production](https://langwatch.ai/docs/introduction.md): Trace, test, route and govern every LLM call in your company, from your own agents to the coding
PerryTSllms.txtPerryTS/perry/llms.txt
perry check src/ # Validate without compiling perry doctor # Check environment perry update # Self-update ``` ## Testing / node parity - `./run_parity_tests.sh` — hand-authored node-suite (behavioral parity vs `node --experimental-strip-types`). - `node
No other project uses it yet
mock-serverllms.txtmock-server/mockserver/jekyll-www.mock-server.com/llms-full.txt
statusCode": 200, "headers": {"Content-Type": ["application/json"]}, "body": {"type": "JSON", "json": "[{\"id\": 1, \"name\": \"Alice\"}]"} } }' Test it: curl http://localhost:1080/api/users Verify the request was received: curl -X PUT http://localhost
No other project uses it yet
mock-serverllms.txtmock-server/mockserver/jekyll-www.mock-server.com/llms.txt
Have an AI assistant verify recorded traffic against an OpenAPI spec, run active contract tests on live endpoints, and fuzz them with malformed requests for resiliency testing - [AI Traffic Inspection
No other project uses it yet
chonkie-incReads credentialsllms.txtchonkie-inc/chonkie/llms.txt
batch of text ```python from chonkie import TokenChunker batch = [ "Hello, world!", "This is a test", "Chunking is fun!" ] chunker = TokenChunker() chunks = chunker.chunk_batch(batch) ``` 4. Visualizing the chunks with `Visualizer
No other project uses it yet
dagucloudReads credentialsllms.txtdagucloud/dagu/llms.txt
they do not clone, fetch, or push. This example creates a generated branch, runs tests inside its worktree, and then removes the worktree explicitly: ```yaml working_dir: ./repo steps
dagu-orgReads credentialsllms.txtdagu-org/dagu/llms.txt
they do not clone, fetch, or push. This example creates a generated branch, runs tests inside its worktree, and then removes the worktree explicitly: ```yaml working_dir: ./repo steps
No other project uses it yet
txn2llms.txttxn2/kubefwd/docs/llms-full.txt
port forwarding. ## Quick Start ```bash # Idle mode - API enabled by default sudo -E kubefwd # Test the API curl http://kubefwd.internal/api/health ``` Base URL: `http://kubefwd.internal/api` ## Key Endpoints ### Health & Info
No other project uses it yet
flypythoncomllms.txtflypythoncom/python/llms.txt
FlyPython Repository Index for LLMs and AI Agents > FlyPython provides production-tested Python engineering playbooks, challenge courses with objective verification and per-checkpoint claim codes, verifiable test-driven starter examples
No other project uses it yet
langroidReads credentialsllms.txtlangroid/langroid/llms.txt
v0-56-11-openai-client-caching.md v0-56-12-cached-tokens-support.md v0-56-13-done-sequences-parent-chain-fixes.md v0-56-15-response-sequence-tracking.md v0-56-2-table-chat-fix.md v0-56-4-handler-params.md v0-56-6-doc-chat-refactor.md v0-56-7-doc-chat-deprecation-fix.md v0-56-8-task-tool-spawn-example.md v0-56-9-rrf-crossencoder-fixes.md v0-58-0-crawl4ai-integration.md v0.57.0-html-logger.md scripts/ fix-pydantic-imports.sh tests/ extras/ sql/ test_automatic_context_extraction.py test_csv_kg_chat.py test_doc_chat_agent_llamacpp.py test_docx_parser_extra.py test_fastembed_embeddings.py test_gemini_embeddings.py test_hf_embeddings.py test_hf_vector_stores.py test_llamacpp_embedding_formats.py test_llamacpp_embeddings.py test_marker_pdf_parser.py test_pyarango.py main
Steady14 mentions in 2 weeks
No other project uses it yet
zhw2590582Reads credentialsllms.txtzhw2590582/ArtPlayer/docs/llms.txt
clear all cache. var art = new Artplayer({ container: '.artplayer-app', url: '/assets/sample/video.mp4', }); art.storage.set('test', { foo: 'bar' }); const test = art.storage.get('test'); console.info(test); art.storage.del('test'); art.storage.clear(); Note: By default, all player
No other project uses it yet
steveseguinllms.txtsteveseguin/vdo.ninja/llms.txt
publisher](https://vdo.ninja/icecast.html): Audio publishing to Icecast/AzuraCast. [Source](https://github.com/steveseguin/vdo.ninja/blob/develop/icecast.html). - [Streaming quality test](https://vdo.ninja/speedtest.html): Diagnose device/network streaming performance. [Source](https://github.com/steveseguin/vdo.ninja/blob/develop/speedtest.html). - [Device capabilities](https://vdo.ninja
No other project uses it yet
datamodel-code-generatorllms.txtdatamodel-code-generator/datamodel-code-generator/docs/llms-full.txt
taken. This example is the [FastAPI server tutorial](fastapi-server.md#quick-start), and the tests of this project run it as shown. Input ( openapi.yaml ) ```yaml openapi: 3.1.0 info: title: Pets version
datamodel-code-generatorllms.txtdatamodel-code-generator/datamodel-code-generator/docs/llms.txt
command) ## CLI Reference - [CLI Reference](https://datamodel-code-generator.koxudaxi.dev/cli-reference/): This documentation is auto-generated from test cases. - [Base Options](https://datamodel-code-generator.koxudaxi.dev/cli-reference/base-options/) - [Model Customization](https://datamodel-code-generator.koxudaxi.dev/cli-reference/model-customization/) - [Field Customization](https://datamodel-code-generator.koxudaxi.dev
koxudaxillms.txtkoxudaxi/datamodel-code-generator/docs/llms-full.txt
taken. This example is the [FastAPI server tutorial](fastapi-server.md#quick-start), and the tests of this project run it as shown. Input ( openapi.yaml ) ```yaml openapi: 3.1.0 info: title: Pets version
No other project uses it yet
koxudaxillms.txtkoxudaxi/datamodel-code-generator/docs/llms.txt
command) ## CLI Reference - [CLI Reference](https://datamodel-code-generator.koxudaxi.dev/cli-reference/): This documentation is auto-generated from test cases. - [Base Options](https://datamodel-code-generator.koxudaxi.dev/cli-reference/base-options/) - [Model Customization](https://datamodel-code-generator.koxudaxi.dev/cli-reference/model-customization/) - [Field Customization](https://datamodel-code-generator.koxudaxi.dev
No other project uses it yet
bigskysoftwarellms.txtbigskysoftware/_hyperscript/www/llms-full.txt
repeat forever wait 1s log "tick" if done break end end repeat -- bottom-tested loop increment x until x is 10 end -- runs body at least once for item
Steady4 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
Code-based hypothesis]**: the code suggests it; we have not tested it. ### Delayed tasks due during downtime are skipped [Confirmed from code] Delayed tasks are saved to `schedules.yaml` in Mercury
cosmicstack-labsPipes a download into a shellllms.txtcosmicstack-labs/mercury-agent/docs/llms.txt
tick race between two readers of the same terminal, and the test that now keeps it from coming back. - [We were running Mercury twice and didn't know
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.
