Review behaviors
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.From its SKILL.md
npx -y skills add mrinalwadhwa/fluent --skill review-behaviorsAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
SKILL.md
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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
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Read
references/behaviors.mdfor behavior-writing standards. -
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.
- Verify it uses one of the six EARS patterns from
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Check the collection for coherence — vocabulary consistency, contradictions, coverage, and redundancy — using the "Coherence across behavior statements" section of
references/behaviors.md. -
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.