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prioritize-by-impact

Use this skill when the user has a list of tasks and needs help deciding what to do first. Rank by impact and urgency — not order of mention — and surface the highest-leverage work.

68

Quality

83%

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SecuritybySnyk

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SKILL.md
Quality
Evals
Security

Quality

Content

100%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.

The body is a tight, well-organized instruction skill that delivers a concrete decision framework without wasting tokens on concepts Claude already knows. It fully meets the bar for a simple, single-purpose skill across all four dimensions.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence: no padding or explanation of basic concepts, and every line (matrix, questions, anti-pattern) earns its place.

3 / 3

Actionability

For an instruction-only skill the guidance is concrete and specific: a 2x2 matrix maps each quadrant to a definitive action and the diagnostic questions are directly usable, satisfying the rubric's allowance for actionable non-code guidance.

3 / 3

Workflow Clarity

This is a simple single-purpose skill under 50 lines; the 2x2 matrix is a clear, unambiguous decision procedure with no destructive or batch operations requiring validation checkpoints, so the simple-skills clause applies.

3 / 3

Progressive Disclosure

Under 50 lines with no need for external references, the body is organized into well-signaled sections (Framework, Questions, Anti-pattern), meeting the simple-skills bar for progressive disclosure.

3 / 3

Total

12

/

12

Passed

Description

67%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.

The description cleanly answers both what the skill does and when to use it, with a clear prioritization focus. It is held back by moderate specificity and trigger-term coverage, plus some overlap risk with generic productivity skills.

Suggestions

Broaden trigger terms to include natural phrasings like 'prioritize', 'what should I do first', or 'todo list' so users' varied wording matches.

Add one or two more concrete actions (e.g., 'produces a ranked list with rationale') to lift specificity toward the top anchor.

Sharpen the niche by contrasting with related skills (e.g., 'for deciding task order, not for tracking or estimating effort') to reduce conflict risk.

DimensionReasoningScore

Specificity

Names a focused domain (prioritization) with concrete actions ('Rank by impact and urgency', 'surface the highest-leverage work'), but is not a comprehensive multi-action list like the score-3 anchor.

2 / 3

Completeness

An explicit 'Use this skill when...' clause answers when, and 'Rank by impact and urgency...surface the highest-leverage work' clearly answers what, satisfying both halves.

3 / 3

Trigger Term Quality

Triggers like 'list of tasks' and 'deciding what to do first' are natural enough, but common variations such as 'prioritize', 'what's most important', or 'todo list' are missing.

2 / 3

Distinctiveness Conflict Risk

The prioritization niche is reasonably distinct, but the framing could still overlap with general productivity or planning skills, so it is not maximally distinct.

2 / 3

Total

9

/

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
aiming-lab/MetaClaw
Reviewed

Table of Contents

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