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muxy-appmuxy-app/muxy/.agents/skills/implement/SKILL.md

implement

Skill2.4k starsChanged todayApache-2.0View on GitHub

Implement a user-requested feature or bugfix, including tests, exhaustive diff review, verified fixes, and a bounded completion decision.

191 other projects use a version of this, 1 of them edited.

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More talk lately.about the whole repository

Dec 2025: 0 mentionsJan 2026: 0 mentionsFeb 2026: 0 mentionsMar 2026: 0 mentionsApr 2026: 5 mentionsMay 2026: 4 mentionsJun 2026: 0 mentionsJul 2026: 2 mentionsAug 2026: 0 mentionsSep 2026: 1 mentionOct 2026: 6 mentionsNov 2026: 1 mention
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Mentions a month of the muxy-app/muxy repository that our weekly crawl found. There is no adoption data for this file yet.

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Talked about on GitHub, Hacker News and Bluesky (19 times).

On GitHub · 15

10 more on GitHub

On Bluesky · 1

Used with

Projects with it also use setup-ts-deep-modules, ask-matt and 10 more.

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The file

We split this skill into the rules it gives an agent

7 rules. 0 are common, 7 are distinctive, and 0 are very specific to this project.

  • 0

    Common

    Most of the 172 edited versions we read keep these.

  • 7

    Distinctive

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Read the provided context, repository instructions, and relevant code.

    line 10
  2. Distinctive:

    Ask user questions with providing options if possible for more clarify if needed.

    line 13
  3. Distinctive:

    Run the relevant checks before review.

    line 24
  4. Distinctive:

    If the review passes, Finish and report.

    line 34
  5. Distinctive:

    Run the checks and fix the appearing issues and inform user if so.

    line 36
  6. Distinctive:

    Do not review again. the cycle must happen only once.

    line 37
  7. Distinctive:

    If the feature/fix is testable, provide guides to the user to test

    line 42

“Common” is measured: kept by at least 6 in 10 of the 172 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.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Implement

Define

  • Read the provided context, repository instructions, and relevant code.
  • Clarify the gaps that materially affect the result.
  • Agree on acceptance criteria, out-of-scope work, and the exact diff base.
  • Ask user questions with providing options if possible for more clarify if needed.

Plan

  • Make a proportional implementation plan.
  • For substantial work, present it with plan-presenter when available and wait for approval.

Build

  • Implement the change that satisfies the acceptance criteria and repository standards.
  • Add focused tests.
  • Run the relevant checks before review.
  • Refactorings are not forbidden, you just need to bring it to the attention of the user for confirmation.

Review

  • Spawn a sub-agent to review the code using project's review skill (if available).
  • Verify the findings

Fix and verify

  • If the review passes, Finish and report.
  • Apply a fix to the verified findings but you can skip the advisories on your judgment.
  • Run the checks and fix the appearing issues and inform user if so.
  • Do not review again. the cycle must happen only once.

Finish

  • Report with a short sumamry
  • If the feature/fix is testable, provide guides to the user to test

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