docs-sync
Skill5.2k starsChanged 6 months agoLicence not identifiedView on GitHub
Find and fix the docs and agent guidance that a branch makes stale - agent skills and their reference files, AGENTS.md and .agents/*.md prompts, READMEs, docs/ folders, and code-adjacent docs that name a changed path, command, symbol, env var, setting, endpoint or behaviour. Use before opening a PR, before pushing new commits to an open PR, and when asked to update docs or skills after a change. The open-pr skill runs it every time.
- Reads credentials
We split this skill into the rules it gives an agent
14 rules. 0 are common, 9 are distinctive, and 5 are very specific to this project.
0
Common
Most of the 33 edited versions we read keep these.
9
Distinctive
This author's own choices. Worth a look.
5
Very specific
Tied to their project's names, files or tools. Probably skip.
The licence could not be identified — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 33 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Trending
Quiet since May.about the whole repository
Who's talking about Kiln-AI/Kiln
- A Hacker News story“Show HN: Kiln - Interactive LLM fine-tuning, dataset collab & synthetic data gen”Hacker News · Dec 11, 2024 · 3 points
- A Hacker News story“Kiln – a free app and open-source library to build better AI products”Hacker News · May 12, 2026 · 2 points
- @tom-doerr.bsky.social“https://github.com/Kiln-AI/Kiln”Bluesky · Feb 16, 2025 · 2 likes
- @pythonhub.dev“Kiln Rapid AI Prototyping and Dataset Collaboration Tool. https://github.com/Kiln-AI/Kiln”Bluesky · Jan 28, 2025 · 2 likes
- A Hacker News story“Show HN: Interactive synthetic data generation for LLM fine-tuning”Hacker News · Nov 21, 2024 · 2 points
The biggest 5 of 21 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 21
Talked about on GitHub, Hacker News and Bluesky (21 times).
On GitHub · 15
- Dec 19, 2024Add Library: Kiln — dylanhogg/awesome-python1 reaction · 1 comment
- May 26, 2026Add LMFlow, Liger-Kernel, and Kiln to catalog — nimit2801/Agentic-AI-For-Good0 reactions · 2 comments
- Nov 25, 2025Add entry for Kiln — onejune2018/Awesome-LLM-Eval0 reactions
- Nov 25, 2025add Kiln entry — Danielskry/Awesome-RAG0 reactions
- Nov 25, 2025Add Kiln to RAG Projects — Andrew-Jang/RAGHub0 reactions
10 more on GitHub
- Nov 13, 2025Claude/document prompts pipelines 01 h1 f kd44 lrn q9 la cn b nk c du — lari4/Kiln0 reactions
- Oct 7, 2025Add Kiln AI — kaushikb11/awesome-llm-agents0 reactions · 1 comment
- Oct 6, 2025Add Kiln to integration list — modelcontextprotocol/servers0 reactions
- Oct 6, 2025Add Kiln to developer tool list — TensorBlock/awesome-mcp-servers0 reactions
- Oct 6, 2025Add Kiln to Developer Tool list — MobinX/awesome-mcp-list0 reactions · 1 comment
- Oct 6, 2025Add Kiln to Server List — punkpeye/awesome-mcp-servers0 reactions · 2 comments
- Jul 28, 2025ci: coverage for pr — leonardmq/Kiln-fork0 reactions · 1 comment
- Feb 11, 2025Add github.com/kiln-ai/kiln — deepseek-ai/awesome-deepseek-integration0 reactions
- Nov 6, 2024WARNING:failed to remove temporary directory: C:\users\x\AppData\Local\Temp_NNNNN — pyinstaller/pyinstaller0 reactions · 28 comments
- Oct 30, 2024Workspace mode not finding package dependency — astral-sh/uv0 reactions · 5 comments
On Hacker News · 3
- Dec 11, 2024Show HN: Kiln - Interactive LLM fine-tuning, dataset collab & synthetic data gen3 points · 2 comments
- May 12, 2026Kiln – a free app and open-source library to build better AI products2 points
- Nov 21, 2024Show HN: Interactive synthetic data generation for LLM fine-tuning2 points
On Bluesky · 3
- Feb 16, 2025https://github.com/Kiln-AI/Kiln — @tom-doerr.bsky.social2 likes and reposts
- Jan 28, 2025Kiln Rapid AI Prototyping and Dataset Collaboration Tool. https://github.com/Kiln-AI/Kiln — @pythonhub.dev2 likes and reposts · 1 reply
- Jan 17, 2025Cool project discovery: github.com/Kiln-AI/Kiln While I haven't played with it yet, I came across this project for fine-tuning LLMs and… — @solo.solipsist.studio1 likes and repost · 1 reply
Other versions43 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 43
- openai/openai-agents-python★ 30ksame name
- redis/node-redis★ 18ksame name
- redis/ioredis★ 15ksame name
- fossasia/visdom★ 10ksame name
- danielmeppiel/apm★ 4.2ksame name
- microsoft/apm★ 4.2ksame name
- openai/openai-agents-js★ 4ksame name
- pnp/powershell★ 909same name
- strands-agents/box★ 490same name
- kjnez/claude-code-django★ 177same name
33 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use tdd, code-review and 2 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
GoogleSkilltdd
Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.
Also in 4 projects that use this
- GoogleSkill
code-review
Adversarial systems, concurrency, memory-model, and architecture code review protocol. Use this skill whenever asked to review code, PRs, diffs, or branches in Filament.
Also in 5 projects that use this
MicrosoftSkillrelease
Use ONLY when the user explicitly asks to cut/publish a Huabu desktop release or tag a version. Performs an outward action — bumps the version in apps/desktop/package.json, commits + annotated-tags vX.Y.Z, and pushes the branch + tag. That tag push auto-builds the macOS/Windows installers and publishes a GitHub Release. Provides `status`, `bump`, `tag-push`, and a one-command `run` (bump → tag-push).
Also in 3 projects that use this
- MicrosoftSkill
handoff
Compact the current conversation into a handoff document for another agent to pick up.
Also in 3 projects that use this
In this repository12 other files it gives its agents.
- AGENTS.mdAGENTS.md
- claude-maintain-modelsSkill
- kiln-check-deprecationSkill
- kiln-check-finetune-deprecationSkill
- kiln-conventionsSkill
- kiln-model-sweepSkill
- kiln-prerelease-checkSkill
- kiln-uiSkill
- open-prSkill
- playwrightSkill
- qaSkill
- release-digestSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
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.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.