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policy-monitor

Keep the AI policy current with practice — weekly sweep of saved AIAs, triage results, and vendor reviews to find policy drift, or direct query for a proposed new AI practice. Use when user says "policy sweep", "does our AI policy cover this", "we want to start doing X — does the policy need updating", "run the policy monitor", or on a recurring schedule.

72

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

77%Weight 40%Scale 1-3

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

A well-structured, actionable legal-instruction skill with clear workflows and validation checkpoints. Its main weakness is token efficiency and progressive disclosure: it is a monolithic file with repeated long paths and inline material that could be offloaded to reference files.

Suggestions

Alias the long plugin path (~/.claude/plugins/config/claude-for-legal/ai-governance-legal/CLAUDE.md) once and reuse the alias instead of repeating it verbatim throughout the body.

Extract the two full markdown output templates (Sweep and Direct query) into a referenced file (e.g. references/output-templates.md) and keep SKILL.md as an overview pointing to them, improving progressive disclosure.

Tighten the Purpose section to a few lines of motivation rather than the current multi-paragraph narrative.

DimensionReasoningScore

Conciseness

Mostly efficient instruction prose, but ~340 lines with the full plugin path repeated verbatim throughout and a narrative Purpose section could be tightened; it does not explain basic concepts Claude already knows.

2 / 3

Actionability

Provides concrete, executable guidance — full markdown output templates for both modes, a policy-diff table, explicit REQUIRED/ADVISABLE gap criteria, and per-output-type extraction checklists.

3 / 3

Workflow Clarity

Both modes are clearly sequenced with an explicit validation checkpoint: 'Do not update Last policy sweep automatically... wait for the human to acknowledge... Only then update', which is a feedback loop guarding a state mutation.

3 / 3

Progressive Disclosure

No bundle files exist and the skill is a single ~340-line document; the two full output templates and suggested-language standards are inline rather than split into referenced files, though sections are well-organized.

2 / 3

Total

10

/

12

Passed

Description

100%Weight 40%Scale 1-3

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 with concrete actions, natural trigger terms, and an explicit Use-when clause covering both what and when. Voice is appropriately third-person/imperative with no over-claims.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'weekly sweep of saved AIAs, triage results, and vendor reviews to find policy drift' and 'direct query for a proposed new AI practice' — rather than vague language.

3 / 3

Completeness

Explicitly answers both what (keep the AI policy current with practice) and when via a clear 'Use when user says...' clause with multiple triggers.

3 / 3

Trigger Term Quality

Provides natural phrasings a user would actually say: 'policy sweep', 'does our AI policy cover this', 'run the policy monitor', plus a recurring-schedule trigger.

3 / 3

Distinctiveness Conflict Risk

Occupies a clear legal AI-governance niche with distinctive triggers unlikely to fire for unrelated skills.

3 / 3

Total

12

/

12

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
anthropics/claude-for-legal
Reviewed

Table of Contents

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