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prioritize-features

Prioritize a backlog of feature ideas based on impact, effort, risk, and strategic alignment with top 5 recommendations. Use when prioritizing a feature backlog, making scope decisions, or ranking product ideas.

Quality

84%

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SKILL.md
Quality
Evals
Security

Quality

Content

78%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, instruction-only skill body: efficient sections, concrete evaluation criteria and output specification, and a clearly sequenced workflow with an upfront checkpoint. The main gaps are the absence of an explicit scoring scale or worked example for combining the criteria, and no output sanity-check step.

Suggestions

Add a brief scoring scale or worked example (e.g., how to weight Impact/Effort/Risk/Alignment into a final ranking) so the recommendation step is fully deterministic.

Trim filler such as "Think step by step" and the definitional restatement of ICE/RICE, which Claude already knows, keeping only the skill-specific guidance on when to use each framework.

Add a lightweight output checkpoint (e.g., verify each top-5 item ties back to the confirmed objective and success metrics from step 1).

DimensionReasoningScore

Conciseness

The body is lean overall — prescriptive guidance like "Opportunity Score = Importance × (1 − Satisfaction), normalized to 0–1" and "RICE adds Reach as a separate factor for larger teams" adds skill-specific recommendations rather than generic padding. Minor trims are possible ("Think step by step", restating well-known ICE/RICE definitions), so it fits anchor 4's 'minor instances of over-explanation' rather than anchor 3's 'some unnecessary explanation'.

4 / 5

Actionability

Concrete guidance is present: four evaluation dimensions each with probing questions ("How much does it move the needle on desired outcomes?"), a specified deliverable ("Clear ranking (1-5)", "Brief rationale", "Key trade-offs considered", "What was deprioritized and why"), and named frameworks to apply. It falls short of anchor 5 because the scoring mechanics — how to weigh impact vs. effort vs. risk into a ranking — are left implicit, a minor gap consistent with anchor 4.

4 / 5

Workflow Clarity

The four steps are clearly sequenced ("1. Understand priorities" → "2. Evaluate each feature" → "3. Recommend the top 5 features" → "4. Present as a prioritization table"), with a confirmation checkpoint in step 1 ("Confirm the product objective and success metrics"). It is not a destructive or batch operation, so no validation cap applies, but there are no explicit output-validation or feedback steps, keeping it at anchor 4 rather than anchor 5's 'explicit validation steps; feedback loops'.

4 / 5

Progressive Disclosure

The body is under 50 lines with no bundle files, and per the simple-skill guideline progressive disclosure can score 5 with just well-organized sections. Sections are clear (Context, Domain Context, Instructions, Further Reading), the `prioritization-frameworks` reference is one level deep and clearly signaled, and the Further Reading links are external URLs plainly labeled — no buried or nested references.

5 / 5

Total

17

/

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 strong description that clearly states what the skill does, its evaluation criteria, its output format, and explicit 'Use when' triggers in third-person voice. Trigger coverage is good but not exhaustive, lacking common phrasings like 'roadmap planning' or 'which features to build first'.

DimensionReasoningScore

Specificity

"Prioritize a backlog of feature ideas based on impact, effort, risk, and strategic alignment with top 5 recommendations" names a concrete action, the four evaluation criteria, and a specific deliverable (top 5 recommendations). It stops short of anchor 5's comprehensiveness (only one core action, e.g., no mention of reading input files/backlogs), but exceeds anchor 3's '1-2 concrete actions' minimal coverage.

4 / 5

Completeness

The description explicitly answers both questions: what ("Prioritize a backlog of feature ideas based on impact, effort, risk, and strategic alignment with top 5 recommendations") and when ("Use when prioritizing a feature backlog, making scope decisions, or ranking product ideas") with concrete trigger phrases. This matches the anchor 5 example structure (what + explicit 'Use when...' triggers), not anchor 4 where the 'when' could be more specific.

5 / 5

Trigger Term Quality

"Use when prioritizing a feature backlog, making scope decisions, or ranking product ideas" provides good natural-phrase coverage. It misses common synonyms a user might say ("roadmap", "which features should we build next", "backlog grooming"), so it falls short of anchor 5's comprehensive synonym coverage but is clearly above anchor 3's 'missing common variations'.

4 / 5

Distinctiveness Conflict Risk

The feature-backlog prioritization niche with explicit criteria (impact, effort, risk, strategic alignment) is mostly distinct from other skills. Minor overlap risk remains with general planning/roadmapping or decision-making skills, keeping it below anchor 5's 'clear niche with minimal conflict risk' but above anchor 3's 'could still overlap with similar skills'.

4 / 5

Total

17

/

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

phuryn/pm-skills

Path

pm-product-discovery/skills/prioritize-features/SKILL.md

Reviewed

Table of Contents

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