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mrinalwadhwamrinalwadhwa/fluent/skills/review-behaviors/SKILL.md

review-behaviors

Skill125 starsChanged 13 days agoApache-2.0View on GitHub

Reviews the quality and coherence of behavior statements. Use when reviewing behavior changes in a diff, checking a new or edited behavior statement, or auditing the behavior statements of a codebase.

The file

We split this skill into the rules it gives an agent

3 rules. About 0 are common, 0 are distinctive, and 3 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈0

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 3

    Very specific

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

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Read references/behaviors.md for behavior-writing standards.

    line 16
  2. Very specific:

    Verify it uses one of the six EARS patterns from references/behaviors.md.

    line 19
  3. Very specific:

    Check the collection for coherence — vocabulary consistency, contradictions, coverage, and redundancy — using the "Coherence across …

    line 23

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “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

Purpose

Decide whether the behavior statements under review are fit to ship. Identify improvements that would make each statement more precise about what the system does, or the collection more coherent and complete as a whole.

Scope

The invoking layer decides what's in scope. For a diff-scoped review, that's the behavior statements changed in the diff. For a full-codebase audit, that's the entire set of behavior statements. Check each statement for quality and check the collection for coherence and completeness.

Method

  1. Read references/behaviors.md for behavior-writing standards.
  2. For each in-scope behavior statement:
    • Verify it uses one of the six EARS patterns from references/behaviors.md. Statements without a recognized trigger (WHEN, WHILE, IF, WHERE) or without "THE SYSTEM SHALL" are hard to verify.
    • Evaluate against the "Properties of a good behavior statement" and "What not to specify" sections in references/behaviors.md.
    • Identify improvements.
  3. Check the collection for coherence — vocabulary consistency, contradictions, coverage, and redundancy — using the "Coherence across behavior statements" section of references/behaviors.md.
  4. For each improvement, decide if it blocks shipping. Statements that leak implementation, combine multiple behaviors, or lack a way to verify typically block. Style issues and minor phrasing don't.

The invoking layer may add checks in addition to those above.

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What did you use it for? e.g. Reviewing pull requests in a Rails app

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.

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