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SkillPublic

implement

Research, implement, test, document, and review a Fallow feature, fix, refactor, or repository improvement. Use when asked to build or change Fallow.

Quality

90%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

92%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

An exceptionally lean procedural skill: a fully sequenced lifecycle with validation gates, reviewer routing, and explicit evidence rules, delegating durable knowledge to named repo docs exactly as a SKILL.md overview should. The only gap is that key commands (probe, gates) live entirely in referenced documents rather than being shown inline.

DimensionReasoningScore

Conciseness

The body is a dense, unpadded 10-step procedure with zero conceptual explanation — every line is an instruction or a pointer ("Write the acceptance criteria... to the gitignored .plans/<task>.md", "never to CHANGELOG.md"). It fully assumes Claude's competence and matches 'every token earns its place'; it is well above the 4 anchor, which allows minor over-explanation.

5 / 5

Actionability

Guidance is largely concrete and executable: exact file paths (.plans/<task>.md, changelog.d/<branch>.md, docs/development/quality-gates.md), concrete flags (--format json --quiet), and a specific version-probing procedure. However, most commands are delegated to referenced docs rather than given inline (e.g., the actual probe command and gate commands are not shown), which fits 'mostly executable guidance; concrete code or commands with minor gaps' rather than the copy-paste-ready 5 anchor.

4 / 5

Workflow Clarity

The 10 steps give a clear, ordered sequence with explicit validation checkpoints and feedback loops: a fail-first command for bugs ("get a command that fails before you change code"), "Run every applicable gate", "Resolve every block", error-recovery guidance ("after a restart, suspect the .fallow/ cache first"), and a closing evidence-verification step. This matches the 5 anchor's 'explicit validation steps; feedback loops for error recovery'.

5 / 5

Progressive Disclosure

The skill is under 50 lines with no bundle files and no need for external references; it keeps itself procedural and points one level deep to clearly-named durable docs (AGENTS.md, docs/development/quality-gates.md, docs/development/review-routing.md, docs/development/task-context-map.md). Per the rubric's simple-skill guidance, well-organized sections with no nested references score 5.

5 / 5

Total

19

/

20

Passed

Description

83%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A lean, third-person description that states a complete capability lifecycle and an explicit 'Use when' trigger scoped to the Fallow project. Its only weakness is narrow trigger coverage — a single activation phrase where synonyms and related terms (bug, add, update, PR) would improve retrieval.

Suggestions

Broaden the trigger clause to catch more natural user phrasings, e.g. 'Use when asked to build, change, fix, add, or refactor anything in the Fallow repository'.

Optionally name common request nouns users actually say — 'bug', 'pull request', 'task' — alongside feature/fix/refactor to improve trigger matching.

DimensionReasoningScore

Specificity

The description enumerates a full lifecycle of concrete actions — "Research, implement, test, document, and review" — and scopes them to concrete deliverable types ("feature, fix, refactor, or repository improvement"). This matches the anchor 'Lists multiple specific concrete actions; comprehensive coverage'; nothing is vague or padded.

5 / 5

Completeness

It clearly answers both parts: what ("Research, implement, test, document, and review a Fallow feature, fix, refactor, or repository improvement") and when ("Use when asked to build or change Fallow"). The when clause is explicit but relies on a single trigger phrasing rather than the multiple concrete trigger phrases of the 5 anchor, so it sits at 'both present; when could be more explicit or specific'.

4 / 5

Trigger Term Quality

"Use when asked to build or change Fallow" plus "feature, fix, refactor" are natural phrases a user would say, but coverage stops there — common variations like "add", "make", "update", "bug", or "pull request" are missing. This fits 'Good keyword coverage; a few natural terms missing' rather than the comprehensive synonym coverage of the 5 anchor.

4 / 5

Distinctiveness Conflict Risk

The description is anchored to the specific project name "Fallow" in both sentences, giving it a clear niche with distinct triggers and minimal conflict risk with any generic skill. Not the 4 anchor, since no overlap risk with closely related skills is identifiable.

5 / 5

Total

18

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

fallow-rs/fallow

Path

.agents/skills/implement/SKILL.md

Reviewed

Table of Contents

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