pr-description
Skill0 starsChanged 15 days agoMITView on GitHub
Write a pull request title and description from the actual diff and commits, with what changed, why, how it was tested and what to review. Use when asked to write or improve a PR description.
- Commits and pushes
94 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- TangleML/tangle-uitheir own version, first seen Nov 9, 2026
- taecontrol/skillstheir own version, first seen Nov 8, 2026
- sankalpaacharya/skillstheir own version, first seen Nov 8, 2026
- joel611/skillstheir own version, first seen Nov 8, 2026
- Wade-DevCode/awesome-coding-skills-cntheir own version, first seen Nov 8, 2026
- AlessioScarfone/skillstheir own version, first seen Nov 6, 2026
Used with
Projects with it also use ao-desktop-dev, bug-triage and 10 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.
agentlab-inSkillao-desktop-dev
Launch, restart, or troubleshoot the real AO Electron desktop app from this repository; run a checkout against isolated or real local AO data; combine PR branches for local UI review; and diagnose stale Electron processes, port conflicts, or preload bridge mismatches. Use whenever asked to run, open, show, or visually verify AO frontend changes in the actual desktop app rather than ao preview, dev:web, or mock data.
Also in 4 projects that use this
jMertaSkillbug-triage
Use when the user reports a bug, regression, runtime error, failing build, or broken test and wants reproduction, diagnosis, root-cause analysis, or an authorized fix. Isolates the shared cause and verifies the smallest relevant change.
Also in 4 projects that use this
GitHubSkillcommit-message
Generate conventional commit messages - use when creating commits, writing commit messages, or asking for git commit help
Also in 9 projects that use this
saffron-healthSkilladdress-review
Address PR review comments systematically. Use when responding to code review feedback on a pull request.
Also in 3 projects that use this
NVIDIASkillwriting-docs
Use when adding or changing user-facing behavior or documentation in Megatron-Energon, or when creating new .py, .sh or .md files that need license headers.
Also in 3 projects that use this
Sagargupta16Skilldependency-audit
Audit project dependencies for security vulnerabilities, licensing issues, maintenance health, and optimization opportunities. Use it during regular security audits (monthly or quarterly); before a major release when you want to ensure the dependency tree is clean; when evaluating whether to adopt or replace a dependency; after a security advisory affects one of your dependencies; when your install times or bundle sizes have grown noticeably.
Also in 3 projects that use this
Other versions94 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- franciscoghansen/claude-skills★ 011% same
Wrote their own version · 93
- jdx/mise★ 36ksame name
- zulip/zulip★ 26ksame name
- Nagi-ovo/gemini-voyager★ 21ksame name
- pipecat-ai/pipecat★ 17ksame name
- AgentWrapper/agent-orchestrator★ 14ksame name
- ComposioHQ/agent-orchestrator★ 14ksame name
- OrchestratorInc/agent-orchestrator★ 14ksame name
- Untrivial-ai/agent-orchestrator★ 14ksame name
- sanity-io/sanity★ 6.4ksame name
- vimeo/psalm★ 5.9ksame name
83 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.
In this repository12 other files it gives its agents.
- agents-md-auditSkill
- brag-doc-from-gitSkill
- dependency-upgradeSkill
- explain-codebaseSkill
- prove-it-ranSkill
- repro-first-debuggingSkill
- review-my-diffSkill
- safe-refactorSkill
- security-quick-reviewSkill
- session-handoffSkill
- write-agents-mdSkill
- write-subagentSkill
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 4 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 89 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 17
Look for the reason: linked issue or ticket number in commits or branch name, the user's request, comments added in the diff.
- Distinctive: line 18
Check what was tested: test files in the diff, and commands the user ran.
- Very specific: line 19
Look for a .github/pull_request_template.md or PULL_REQUEST_TEMPLATE.
- Distinctive: line 48
Do not list every file. Do list behavior changes, new config, new dependencies and deleted code.
- Distinctive: line 49
No filler ("This PR aims to...").
“Common” is measured: kept by at least 6 in 10 of the 89 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.
Files
Write a PR description a reviewer can use
Goal: let a reviewer decide in two minutes what to look at, and let a future reader understand why the change exists.
Gather
- Find the base branch and run
git log --oneline <base>..HEADandgit diff --stat <base>...HEAD, then read the diff. - Look for the reason: linked issue or ticket number in commits or branch name, the user's request, comments added in the diff. If the reason is not in any of these, ask the user; do not invent a motivation.
- Check what was tested: test files in the diff, and commands the user ran. If tests were not run, say so plainly.
- Look for a
.github/pull_request_template.mdorPULL_REQUEST_TEMPLATE. If one exists, fill it in instead of using the structure below.
Structure
<Title: imperative, under 70 characters, names the behavior change, not the files>
## Why
<The problem or request, in 1 to 3 sentences. Link the issue if there is one.>
## What changed
- <Behavior-level bullets grouped by area, not a file list.>
## How to review
- Start with <file or area>; the rest follows from it.
- Risky part: <the part most likely to be wrong, and why>.
- Not changed on purpose: <anything a reviewer may expect and will not find>.
## Testing
- <Exact commands run and results.>
- <Manual steps and what was seen. "Not tested: ..." if applicable.>
## Rollout / risk
<Migrations, config, feature flags, compatibility, how to roll back. "None" only if true.>Rules
- Describe what the diff does, not what you wish it did. Re-read the diff after drafting and delete any claim it does not support.
- Do not list every file. Do list behavior changes, new config, new dependencies and deleted code.
- No filler ("This PR aims to..."). No emojis unless the repo uses them.
- Screenshots or output examples: say where one would help; never describe a screenshot you did not see.
- Output the title and body in a code block so it can be copied. Do not run
gh pr createunless asked.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
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.

