agentleFS

llms.txt examples

How real projects summarise themselves for language models.

Best matches · from page 3Worked for most · soon
HelixDBPipes a download into a shellllms.txt

helix-db

HelixDB/helix-db/docs/llms.txt

contract — Page type: Reference - [Query error reference](https://docs.helix-db.com/database/helix-db/query-guides/error-handling): Branch on stable error codes, apply retry rules, and look up every HelixDB query error — Page type: Reference - [Troubleshoot HelixDB

No other project uses it yet

6.3k7d agoReviewMountCreate a free account to mount
AgentOps-AIReads credentialsllms.txt

agentops

AgentOps-AI/agentops/llms.txt

Requirements**: - Pass all tests - Maintain or improve code coverage - Include relevant documentation - Update CHANGELOG.md if applicable 4. **Review Process**: - At least one approval required - Address all review comments - Maintain

Steady5 mentions in 2 weeks

No other project uses it yet

5.9k2y agoReviewMountCreate a free account to mount
OpenBMBPipes a download into a shellllms.txt

UltraRAG

OpenBMB/UltraRAG/docs/llms.txt

contents. It is designed to be easily consumable by AI systems for analysis, code review, or other automated processes. File Format: ------------ The content is organized as follows: 1. This summary

No other project uses it yet

5.7k22mo agoReviewMountCreate a free account to mount
eugeniughelburReads credentialsllms.txt

obsidian-second-brain

eugeniughelbur/obsidian-second-brain/llms.txt

ships on Claude Code only; its agenda / meeting / schedule / reconcile modes consolidate the four former standalone calendar commands.) **Thinking (14)** - synthesis, decisions, learning, reviews, panels, discovery, brainstorming: obsidian-brainstorm, obsidian

Steady5 mentions in 2 weeks

No other project uses it yet

5.2k4mo agoReviewMountCreate a free account to mount
shakacodeReads credentialsllms.txt

react_on_rails

shakacode/react_on_rails/llms-full.txt

# React on Rails - Full Machine-Readable Reference This file expands `./llms.txt` with stable guidance

No other project uses it yet

5.2k14d agoReviewMountCreate a free account to mount
nibzardllms.txt

awesome-agentic-patterns

nibzard/awesome-agentic-patterns/llms.txt

issues, and self-correct before finalizing results. ### Code-Then-Execute Separates code generation from execution phases, enabling review and validation before running generated code. ### Human-in-Loop Approval Requires human

No other project uses it yet

5k8mo agoReviewMountCreate a free account to mount
langwatchReads credentialsllms.txt

langwatch

langwatch/langwatch/docs/llms-full.txt

# LangWatch For agents: if anything in these docs is wrong, confusing, or fails when

No other project uses it yet

5k31d agoReviewMountCreate a free account to mount
langwatchllms.txt

langwatch

langwatch/langwatch/docs/llms.txt

Integration](https://langwatch.ai/docs/prompt-management/features/essential/github-integration.md): Sync prompts with GitHub using LangWatch to maintain version history, enable review workflows, and support agent evaluations. - [Tags](https://langwatch.ai/docs/prompt-management/features/essential/tags.md): Use tags to manage prompt deployment

No other project uses it yet

5k31d agoReviewMountCreate a free account to mount
chonkie-incReads credentialsllms.txt

chonkie

chonkie-inc/chonkie/llms.txt

## 🦛 Chonkie Docs 📚 > "Ugh, writing docs is such a pain — I'm going to make

No other project uses it yet

4.8k10mo agoReviewMountCreate a free account to mount
dagu-orgReads credentialsllms.txt

dagu

dagu-org/dagu/llms.txt

committed path as `${steps. .outputs. }`. - Do not read attempt-only `${step_id.stdout}`, `${step_id.stderr}`, or `${step_id.exit_code}` from potentially reusable producers. This also applies to `${step_id.output. }` and `${step_id.outputs. }`, including their whole-value

1 project uses a version of this

4.6k6mo agoReviewMountCreate a free account to mount
ln-dev7llms.txt

circle

ln-dev7/circle/llms.txt

issues` = Assigned/Created/Subscribed/Activity tabs, insights + breakdown panels). Settings subpages: `/{orgId}/settings/{preferences|profile|notifications|code-and-reviews|security|connected-accounts|agent-personalization|ai|issue-labels|issue-templates|project-statuses|integrations}`, `/{orgId

Steady5 mentions in 2 weeks

No other project uses it yet

4.6k3mo agoReviewMountCreate a free account to mount
flypythoncomllms.txt

python

flypythoncom/python/llms.txt

Chinese. - `templates/TASK_CONTRACT.md`: Scoped specification template for coding agents. - `templates/IMPLEMENTATION_PLAN.md`: Implementation plan template. - `templates/CODE_REVIEW.md`: Code change review template. - `templates/VERIFICATION.md`: Evidence record for reproducible tests. ## Official Portal - Official Website: https://flypython.com - Website

No other project uses it yet

4.2k2mo agoReviewMountCreate a free account to mount
steveseguinllms.txt

vdo.ninja

steveseguin/vdo.ninja/llms.txt

models, with practical basics and links to authoritative documentation and public source code. Links and project information reviewed on 2026-09-09. Feature availability depends on the deployed version, browser

No other project uses it yet

4.1k38d agoReviewMountCreate a free account to mount
langroidReads credentialsllms.txt

langroid

langroid/langroid/llms.txt

important context. It is designed to be easily consumable by AI systems for analysis, code review, or other automated processes. The content is organized as follows: 1. This summary section

No other project uses it yet

4.1k25d agoReviewMountCreate a free account to mount
datamodel-code-generatorllms.txt

datamodel-code-generator

datamodel-code-generator/datamodel-code-generator/docs/llms-full.txt

with the project's formatting and lint policy. Install it with `pip install 'datamodel-code-generator[ruff]'`. - **No Ruff, Black, or isort, or generation speed is the priority:** use `--formatters

Steady5 mentions in 2 weeks

No other project uses it yet

4.1k6y agoReviewMountCreate a free account to mount
koxudaxillms.txt

datamodel-code-generator

koxudaxi/datamodel-code-generator/docs/llms-full.txt

with the project's formatting and lint policy. Install it with `pip install 'datamodel-code-generator[ruff]'`. - **No Ruff, Black, or isort, or generation speed is the priority:** use `--formatters

No other project uses it yet

4.1k6y agoReviewMountCreate a free account to mount
cosmicstack-labsPipes a download into a shellllms.txt

mercury-agent

cosmicstack-labs/mercury-agent/docs/llms-full.txt

shell, a code editor and a browser. Cognition also offers [Devin Desktop](https://devin.ai/desktop) and a [Devin CLI](https://devin.ai/cli), and ships [Devin Review](https://devin.ai/review),

No other project uses it yet

3.9k4d agoReviewMountCreate a free account to mount
cosmicstack-labsPipes a download into a shellllms.txt

mercury-agent

cosmicstack-labs/mercury-agent/docs/llms.txt

what Mercury records today. Based on OpenTelemetry's GenAI agent spans and a code review. - [Running an agent overnight: what breaks first](https://mercuryagent.sh/blog/running-an-agent-overnight.md) (2026-10-27): We read

No other project uses it yet

3.9k4d agoReviewMountCreate a free account to mount
ascending-llcReads credentialsllms.txt

jarvis-registry

ascending-llc/jarvis-registry/docs/llms-full.txt

enough for our private agent skills?](walkthroughs/git-vs-private-skill-registry.md) Compare source review, per-skill sharing and delivery to coding clients. - [Does MCP server access stop an unauthorized caller?](walkthroughs/mcp-access-control.md) Test two users

No other project uses it yet

3.9k58d agoReviewMountCreate a free account to mount
ascending-llcllms.txt

jarvis-registry

ascending-llc/jarvis-registry/docs/llms.txt

private agent skill from an approved Git commit into Jarvis Registry, deliver updates to coding clients and test access removal. ## Architecture & Design - [Security Control Design](https://jarvisregistry.com/design/security-design/): Security

No other project uses it yet

3.9k58d agoReviewMountCreate a free account to mount
CLAUDE.md vs AGENTS.md

About llms.txt

What is llms.txt?

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.

What's llms-full.txt?

The same idea with the content included, so an agent can read the documentation in one request.

Who reads it?

Agents and tools that fetch documentation on someone's behalf. It's a proposal, not a standard, and support varies.

How do I write one?

Start with a one-line summary, then sections of links with a sentence each. The examples here show what real projects do.