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Verifies claims in backlog items, skill documentation, or plugin content against primary sources using web lookups. Spawns parallel verification agents that must use WebFetch/WebSearch/gh — training data recall is explicitly rejected as evidence. Produces VERIFIED/REFUTED/INCONCLUSIVE verdicts with citations. Use when items are marked UNVERIFIED or when verifying tool API claims, CLI flags, or documented software behavior.

70

Quality

87%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

82%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.

A well-structured, highly actionable skill body with concrete templates, commands, and an explicit CoVe validation loop. It is slightly held back by minor verbosity and a lack of agent-failure recovery guidance.

Suggestions

Add a brief error-recovery step for when a verification agent errors out or times out (e.g., retry once, then mark INCONCLUSIVE) to strengthen the batch workflow's feedback loop.

Trim explanatory asides such as 'This prevents the agent from confirming its own bias in a single lookup' to keep the body fully lean.

Consider moving the evidence-rules block and verdict/report templates into a references file to improve progressive disclosure for this longer skill.

DimensionReasoningScore

Conciseness

Mostly lean with mermaid flowcharts and copy-paste templates replacing prose; minor trimmable lines like 'This prevents the agent from confirming its own bias in a single lookup' keep it just below 5.

4 / 5

Actionability

Fully executable guidance — exact agent-spawn field template (CLAIM/SOURCE_FILE/PRIMARY_SOURCE/...), exact verdict and report markdown templates, and concrete post-action commands ('uv run prek run --files .claude/backlog/', git commit).

5 / 5

Workflow Clarity

Clear sequenced workflow with mermaid flowcharts and an explicit CoVe validation checkpoint plus verdict criteria; held below 5 by the absence of agent-failure/timeout error-recovery handling for the batch wave spawning.

4 / 5

Progressive Disclosure

Well-organized into clearly headed single-file sections with clearly signaled cross-skill references; no bundle files exist to verify, and the larger templates (evidence rules, verdict format) could optionally be split into references to reach 5.

4 / 5

Total

17

/

20

Passed

Description

92%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 strong, specific description that answers what and when concretely in third person, with a distinct niche and good trigger terms. The only minor gap is a lack of synonym/extension variants among trigger terms.

DimensionReasoningScore

Specificity

Lists multiple concrete actions in third person — 'Verifies claims ... against primary sources using web lookups', 'Spawns parallel verification agents', 'Produces VERIFIED/REFUTED/INCONCLUSIVE verdicts with citations' — giving comprehensive, specific coverage.

5 / 5

Completeness

Explicitly answers both 'what' (verify claims via web lookups, spawn agents, produce verdicts) and 'when' ('Use when items are marked UNVERIFIED or when verifying tool API claims, CLI flags, or documented software behavior') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Good coverage of natural domain terms — 'backlog items', 'UNVERIFIED', 'tool API claims', 'CLI flags', 'documented software behavior' — but lacks synonyms and file-extension variants that would push it to 5.

4 / 5

Distinctiveness Conflict Risk

Occupies a clear niche — primary-source claim verification with explicit verdicts — distinct from related /find-cause and /research-curator skills, with minimal overlap risk.

5 / 5

Total

19

/

20

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

relative_links

Relative link issues: 4 suspicious

Warning

Total

14

/

16

Passed

Repository
Jamie-BitFlight/claude_skills
Reviewed

Table of Contents

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