implement-change
Skill1 starsChanged 15 days agoMITView on GitHub
Implement a scoped software change in the current repository using existing patterns. Use when the user wants a feature, bug fix, or code change applied (implement, build, add, make the change) and the ask is already shaped or is a clear small change. Detect and run this repo's checks. Do not claim done without command output.
17 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- Apicurio/apicurio-registrytheir own version, first seen Nov 9, 2026
- 0xdeafcafe/skillstheir own version, first seen Nov 6, 2026
- CsHeng/agent-skillstheir own version, first seen Nov 4, 2026
- yaohuangguan/remote-arctheir own version, first seen Nov 1, 2026
- Remote-Arc/remote-arctheir own version, first seen Nov 1, 2026
- Codagent-AI/agent-skillstheir own version, first seen Nov 1, 2026
Used with
Projects with it also use audit-test-suite, change-data-safely and 9 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.
yaohuangguanSkillaudit-test-suite
Find where an existing test suite is weak and decide what to test next, ranked by risk. Use this when asked to add missing tests, find gaps, raise coverage, assess test quality or see which areas are thin, even if the request only mentions a coverage percentage.
Also in 3 projects that use this
yaohuangguanSkillchange-data-safely
Change a database schema or stored data without breaking running code or losing data. Use this for any migration, new or changed column, backfill, bulk update, delete, index, or change to a stored format, including in small projects. Data mistakes are often impossible to undo.
Also in 3 projects that use this
BanKnightSkillplan-change
将已完成 spec/design 的 change 拆成可执行 plan 与 tasks。用户要把设计落成执行计划、任务清单或实现步骤时使用。
Also in 6 projects that use this
SauravSrivastavSkilldebug-failure
Diagnose a failing test, command, or runtime behavior using evidence and produce a minimal verified fix.
Also in 3 projects that use this
MicrosoftSkillfix-flaky-test
Reproduces and fixes flaky or quarantined tests. Tries local reproduction first (fast), then falls back to CI reproduce workflow (reproduce-flaky-tests.yml). Use this when asked to investigate, reproduce, debug, or fix a flaky test, a quarantined test, or an intermittently failing test.
Also in 3 projects that use this
- +6 more from yaohuangguan
Other versions17 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- rpraharaj/ai-sdlc★ 020% same
Wrote their own version · 16
- pnpm/pnpm★ 37ksame name
- verdaccio/verdaccio★ 18ksame name
- Apicurio/apicurio-registry★ 951same name
- Codagent-AI/agent-skills★ 31same name
- manhds82/claude-code-anyllm★ 16same name
- taljeon/plzdo★ 9same name
- Remote-Arc/remote-arc★ 5same name
- yaohuangguan/remote-arc★ 5same name
- CsHeng/agent-skills★ 3same name
- otaviobarros/agent-engineering★ 3same name
6 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 repository34 other files it gives its agents.
- AGENTS.mdAGENTS.md
- templates/AGENTS.mdAGENTS.md
- commitSkill
- cut-releaseSkill
- data-changeSkill
- debugSkill
- engineering-barSkill
- explain-codeSkill
- explore-codebaseSkill
- fix-ciSkill
- handoffSkill
- incident-triageSkill
- lean-reviewSkill
- open-prSkill
- performanceSkill
- production-passSkill
- ready-to-mergeSkill
- record-decisionSkill
- refactor-safelySkill
- resolve-conflictsSkill
- revert-changeSkill
- review-changeSkill
- security-passSkill
- shape-workSkill
- ship-notesSkill
- start-projectSkill
- upgrade-depsSkill
- verify-uiSkill
- write-architectureSkill
- write-designSkill
- write-dev-tasksSkill
- write-docsSkill
- write-prdSkill
- write-testsSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
14 rules. 0 are common, 8 are distinctive, and 6 are very specific to this project.
0
Common
Most of the 16 edited versions we read keep these.
8
Distinctive
This author's own choices. Worth a look.
6
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- could be automatic: a setting could enforce it
- Distinctive: line 16
Read AGENTS.md if present.
- Very specific: line 17
If the workspace has no product yet (empty, or only bootstrap files such as README, LICENSE, .gitignore, AGENTS.md), stop and run …
- Distinctive: line 21
If this is a bug fix, find every caller of the function you will change and fix the shared cause once.
- Distinctive: line 26
No drive-by refactors, no formatting-only edits outside the files you already must change.
- Distinctive: line 27
Do not add a dependency unless a lower rung cannot do the job.
- Distinctive: line 28
Do not edit generated or vendored paths listed in AGENTS.md.
- Distinctive: line 29
If a smaller equivalent approach covers the ask, ship that and name what you skipped (add when …).
- Very specific: line 33
Run, in order, whatever AGENTS.md (or explore-codebase) recorded:
- Very specific: line 39
If a command is (unknown), say so and run the closest command you already observed in CI or a manifest.
- Distinctive: line 41
Never claim pass without this session's command output.
- Very specific: line 43
If tests are missing for new behavior, add them using the write-tests procedure (same runner and style as existing tests) before claiming …
- Very specific: line 45
If the change touches UI (components, routes, CSS, views, client state), follow verify-ui before claiming done.
- Distinctive: line 59
Verify UI: pass | fail | unverified | n/a
- Very specific: line 63
Do not commit unless the user asked.
“Common” is measured: kept by at least 6 in 10 of the 16 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
Implement change
Apply the smallest change that satisfies the request (a shaped task, or a clear small change). You are one agent with a filesystem and a shell. Do not orchestrate other agents unless the user asked.
Before you edit
- Read
AGENTS.mdif present. Use its commands. - If the workspace has no product yet (empty, or only bootstrap files such as
README,LICENSE,.gitignore,AGENTS.md), stop and runstart-project. - If the request is vague (no acceptance checks, no in/out of scope, and more than one product decision is open), run
shape-workfirst and stop after shaping unless the user already told you to implement the result. If they pointed at awrite-dev-taskslist, take Task 1 (or the task they named) —shape-workit if it is still loose. A clear small change (one behavior, likely files are obvious, no open product fork) does not need a shape document — implement it. - Load
engineering-bar(paths in that skill). If it is missing, follow repository instructions and disclose the incomplete shared-bar assessment rather than claiming it passed. - Climb Minimum path in that bar. Search this repo for an existing helper before writing a new one.
- If this is a bug fix, find every caller of the function you will change and fix the shared cause once. Do not patch only the ticket's path.
Make the change
- Touch only files needed for the request and for tests that belong to it.
- No drive-by refactors, no formatting-only edits outside the files you already must change.
- Do not add a dependency unless a lower rung cannot do the job. If you add one, say why.
- Do not edit generated or vendored paths listed in
AGENTS.md. - If a smaller equivalent approach covers the ask, ship that and name what you skipped (add when …). Do not stall asking permission for that smaller solution.
Prove it
Run, in order, whatever AGENTS.md (or explore-codebase) recorded:
- The focused test for this change, if you know how to target it
- Test
- Lint / Typecheck if those commands are known and cheap enough to run on the change
If a command is (unknown), say so and run the closest command you already observed in CI or a manifest. If you still cannot run anything, say that the change is unverified.
Never claim pass without this session's command output.
If tests are missing for new behavior, add them using the write-tests procedure (same runner and style as existing tests) before claiming done.
If the change touches UI (components, routes, CSS, views, client state), follow verify-ui before claiming done.
Apply the bar
Walk the diff against engineering-bar. Fix fails. Only the user may waive an item; report their explicit waiver and its risk. Load the bar's shared evidence procedure and reuse current results rather than repeating unchanged checks.
Done
Report:
- What changed (files + behavior)
- Rung used (need / reuse / stdlib / native / installed dep / one line / minimum) and what you skipped
- Acceptance checks: each pass/fail
- Commands run and their exit status
- Verify UI: pass | fail | unverified | n/a
- Engineering-bar fails or waivers
- Known ceiling + revisit trigger, or none
Do not commit unless the user asked. Next: write-tests if coverage is still thin, verify-ui if UI is still unverified, ready-to-merge before calling it shippable, then commit.
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Your trail
Files you open will collect here, so you can find them again.
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Now do this for your own.
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