fix-issue
Skill203 starsChanged 6 days agoMITView on GitHub
Fix one AgentDescent issue end to end - claim, fresh clone, a test that fails on main, gates, PR, self-review at the tip, merge by tier, cleanup.
- Reads credentials
53 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- domengabrovsek/agent-configtheir own version, first seen Nov 8, 2026
- domengabrovsek/claudetheir own version, first seen Nov 8, 2026
- TidalPaladin/skillstheir own version, first seen Nov 8, 2026
- getsentry/sentry-javascripttheir own version, first seen Nov 6, 2026
- encoreshao/encore-skillstheir own version, first seen Oct 29, 2026
- Birfy/agentdescentedited, first seen Oct 25, 2026
Used with
Projects with it also use prepare-release, document 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.
ShopifySkillprepare-release
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Create focused documentation for specific components or features
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SentrySkillwrite-tests
Write tests following project conventions. Use when adding new tests or modifying existing ones.
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AWSSkillship
Finalize dev work on an issue branch — update docs, push, and open a PR.
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Microsoft AzureSkillbuild
Build the TypeSpec Rust emitter from source. Run this after cloning the repo, after pulling changes, or when TypeScript source files have been modified.
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Other versions53 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- Birfy/agentdescent★ 396% same
Wrote their own version · 52
- pytorch/pytorch★ 105ksame name
- ZhuLinsen/daily_stock_analysis★ 68ksame name
- Dokploy/dokploy★ 38ksame name
- remix-run/remix★ 33ksame name
- PrefectHQ/fastmcp★ 28ksame name
- jlowin/fastmcp★ 28ksame name
- NVIDIA-NeMo/Speech★ 19ksame name
- NVIDIA-NeMo/NeMo★ 19ksame name
- getsentry/sentry-javascript★ 8.8ksame name
- datlechin/TablePro★ 6.4ksame name
42 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 repository3 other files it gives its agents.
- AGENTS.mdAGENTS.md
- docs/agents.mdAGENTS.md
- review-prSkill
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 1 is distinctive, and 5 are very specific to this project.
0
Common
Most of the 51 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
5
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 15
Read AGENTS.md, CODE_STANDARDS.md and LESSONS.md from origin/main.
- Distinctive: line 29
Write the test first and run it on the unchanged main: it must fail.
- Very specific: line 56
Wait for the required checks (build, test (3.9)..test (3.13)) to be green at the tip, then review with review-pr in a fresh session and …
- Very specific: line 64
T2/T3: add awaiting-approval and stop.
- Very specific: line 65
Never --admin, never the ruleset bypass.
- Very specific: line 69
Remove the run directory. Do not delete remote branches by hand (merged branches are deleted automatically).
“Common” is measured: kept by at least 6 in 10 of the 51 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
AgentDescent fix-issue
One agent-ready issue, one fresh clone, one branch, one PR. This skill grants
no merge authority beyond AGENTS.md › Merge policy.
0. Before anything
AGENT_PAUSEis nottrue(gh variable list -R ThinkFlowLab/agentdescent).- The issue is
agent-ready, nothold, and nobody else is assigned. - Read AGENTS.md, CODE_STANDARDS.md and LESSONS.md from
origin/main. - Claim: assign
Birfy, addagent-working, comment with the branch name.
1. Fresh clone
RUN=<run-root>/$(date +%Y%m%d-%H%M%S)-<issue>
git clone https://github.com/ThinkFlowLab/agentdescent "$RUN/repo" && cd "$RUN/repo"
git checkout -b agent/<issue>-<slug> origin/main
python3 -m venv "$RUN/venv" && "$RUN/venv/bin/pip" install -e ".[dev,mcp]"2. Red, then green
- Write the test first and run it on the unchanged
main: it must fail. - Fix the class (every host, every adapter, both
evolve()andasync_evolve()when the loop is involved), not the sample. - Public API changed →
python -m tools.gen_api_docs. User-visible change →changelog.d/<issue>-<slug>.md.
3. Gates at the tip you will link
pytest -q
python -m tools.gen_api_docs --check
python -m tools.changelog_fragments check
mkdocs build --strict # docs changes onlyReal-model (Ark) checks only with ARK_API_KEY already in the environment;
never write the key anywhere.
4. PR
- Push the branch (never
main, never--force), open the PR with the template: imperative title,Fixes #N, short body,Tip SHA:/Ran:/Not run:. AssignBirfy; labelsagent-pr+ type + area. - Tier:
python3 .github/scripts/risk_gate.py --pr <n>.
5. Review at the tip
Wait for the required checks (build, test (3.9)..test (3.13)) to be
green at the tip, then review with review-pr in a
fresh session and post the report. A finding → fix, push, and review the new
tip from scratch (a new commit voids the PASS).
6. Merge by tier
- T0/T1:
gh pr merge <n> -R ThinkFlowLab/agentdescent --auto --squash --match-head-commit <sha>. - T2/T3: add
awaiting-approvaland stop; Danyang clicks merge. - Never
--admin, never the ruleset bypass.
7. Cleanup
Remove the run directory. Do not delete remote branches by hand (merged
branches are deleted automatically). File follow-ups as issues, not TODOs.
Stopping without a PR: unassign, remove agent-working, comment why.
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.

