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.
h5i-devPipes a download into a shellllms.txth5i-dev/h5i/docs/llms.txt
Lean 4. It includes optional GPU acceleration and development infrastructure for red-teaming, CI/CD testing, sandboxed workflows, and a local dashboard. > > h5i-app keeps application decisions in composable Rust kernels
hackclubllms.txthackclub/hcb/public/llms.txt
PostgreSQL, Stripe, Column, and Twilio. - [Developer documentation](https://github.com/hackclub/hcb/tree/main/dev-docs): Setup instructions, code style, testing, OAuth flows, and contribution guidelines. Supports GitHub Codespaces, Docker, and native development
sbi-devllms.txtsbi-dev/sbi/docs/llms.txt
/en/latest/how_to_guide/17_tarp.html): Calibration without density evaluation - [L-C2ST](https://sbi.readthedocs.io/en/latest/how_to_guide/13_diagnostics_lc2st.html): Per-observation local coverage test - [Model Misspecification](https://sbi.readthedocs.io/en/latest/how_to_guide/18_model_misspecification.html): Detecting if x_o is outside simulator range ## Advanced Topics
cryxnetReads credentialsllms.txtcryxnet/DeepMCPAgent/llms-full.txt
/path/to/dir", ), } ``` --- ## Memory — 3 Providers ```python from promptise.memory import InMemoryProvider, ChromaProvider, Mem0Provider # Testing / prototyping memory = InMemoryProvider(max_entries=200) # Persistent local vector search memory = ChromaProvider(persist_directory="./memory", collection_name="agent
cryxnetllms.txtcryxnet/DeepMCPAgent/llms.txt
assembled paths), **MCP Server SDK** (FastAPI-style production servers with auth, middleware, queues, versioning, testing), **Agent Runtime** (the operating system for autonomous agents — triggers, journals, governance, secrets, meta-tools, REST
santiferllms.txtsantifer/cv-santiago/public/llms.txt
Multiple sessions to drive efficiency and co-develop business workflows. ### Everis/NTT DATA (2007-2009) - Test Coordinator & Software Analyst Coordinated multi-vendor healthcare product testing: managed functional test suites
duriantacoReads credentialsllms.txtduriantaco/skylos/llms-full.txt
Claude Code, Codex, Cursor) and want to know whether the change is really finished: tests still run and pass, and none were deleted, skipped or weakened - You want framework-aware
duriantacoReads credentialsllms.txtduriantaco/skylos/llms.txt
GitHub Action. - AI coding agents: `skylos done --base main` flags deleted or skipped tests, loosened CI test steps, silenced lint or type checks, and test-only special cases, and advises
omar-dulaimiReads credentialsllms.txtomar-dulaimi/prisma-zod-generator/llms.txt
omar-dulaimi.github.io/prisma-zod-generator/docs/features/performance - Data Factories: https://omar-dulaimi.github.io/prisma-zod-generator/docs/features/factories - Drift Guard: https://omar-dulaimi.github.io/prisma-zod-generator/docs/features/guard - Contract Testing Pack: https://omar-dulaimi.github.io/prisma-zod-generator/docs/features/contracts - Server Actions Pack: https://omar-dulaimi.github.io/prisma-zod-generator/docs/features/server-actions - Usage Patterns: https://omar-dulaimi.github.io/prisma-zod-generator/docs/usage-patterns - Performance
rennf93llms.txtrennf93/fastapi-guard/docs/llms.txt
Optional distributed state (redis-py) - **HTTPx**: Async HTTP client - **MaxMindDB**: IP geolocation data - **Pytest**: Testing framework ## Integration Patterns ### Middleware (Global) Apply security to all routes automatically via middleware. ### Decorators (Route
Microsoftllms.txtmicrosoft/lage/llms.txt
primary tool developed here. It's designed to efficiently run tasks (like building, testing, linting) across the packages in the monorepo, understanding the dependencies between them. Key configuration files
datovizllms.txtdatoviz/datoviz/llms.txt
datoviz.org/contributors/example-selection-by-capability/ - AI agents: https://datoviz.org/contributors/ai-agents/ - Adding examples: https://datoviz.org/contributors/adding-examples/ - Build and test: https://datoviz.org/contributors/build-and-test/ ## Reference - Feature status: https://datoviz.org/reference/feature-status/ - C API: https://datoviz.org/reference/c-api/
bioMate-AIllms.txtbioMate-AI/biomate-bioconductor-kb/llms.txt
qvalue](skills/general/qvalue/SKILL.md): This package takes a list of p-values resulting from the simultaneous testing of many hypotheses and estimates their q-values and local FDR values
sstklenllms.txtsstklen/trump-code/public/llms-full.txt
articles ## Key Statistics - Posts analyzed: 7,400+ (from 2025-01-20 onwards) - Model combinations tested: 31.5 million - Surviving rules: 551 (passed train/test validation) - Overall hit rate: 61.3% (z=5.39, statistically
sstklenllms.txtsstklen/trump-code/public/llms.txt
Truth Social posts from Trump's second term (2025-01-20 onwards), testing 31.5 million prediction model combinations. 551 rules survived train/test validation with a 61.3% hit rate
btwldllms.txtbtwld/mix/llms.txt
examples](https://raw.githubusercontent.com/btwld/mix/main/skills/mix/references/examples.md): End-to-end examples for reusable components and responsive styles. - [Testing reference](https://raw.githubusercontent.com/btwld/mix/main/skills/mix/references/testing.md): Mix matchers, mock context, merge tests, widget tests, and generated
beropsReads credentialsllms.txtberops/claudie/docs/llms-full.txt
Management Cluster_, which it uses to manage the clusters it provisions. For testing, you can use ephemeral clusters like Minikube or Kind. However, for production environments, we recommend using
Cloudflarellms.txtcloudflare/chanfana/llms.txt
help AI tools understand the library: - `AGENTS.md` — Comprehensive development guide: architecture, patterns, migration notes, testing - `skills/write-endpoints/SKILL.md` — Step-by-step coding skill for building endpoints with chanfana - `docs/` — Full user documentation
HelpCode-aiReads credentialsllms.txtHelpCode-ai/anythingmcp/llms-full.txt
reload npm run dev:frontend # Terminal 2 — Next.js with Turbopack ``` ### Useful Commands ```bash npm test # Run all tests cd packages/backend && npm test # Backend tests only cd packages/backend && npx prisma studio
HelpCode-aillms.txtHelpCode-ai/anythingmcp/llms.txt
server of the workspace... ## Contributing - [Contributing to AnythingMCP](https://raw.githubusercontent.com/HelpCode-ai/anythingmcp/main/.github/CONTRIBUTING.md): Set up development, test changes, and submit a contribution. - [Agent instructions](https://raw.githubusercontent.com/HelpCode-ai/anythingmcp/main/AGENTS.md): Repository instructions, setup commands, tests
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.
