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user-personas

Create refined user personas from research data — 3 personas with JTBD, pains, gains, and unexpected insights. Use when building personas from survey data, creating user profiles from research, or segmenting users for product decisions.

75

Quality

92%

Does it follow best practices?

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SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

85%

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

A well-organized, lean instruction-only skill with a clear sequenced workflow, an explicit validation step, and a concrete persona template. Its main weakness is actionability: the per-section guidance is somewhat abstract and lacks a worked example.

Suggestions

Add one short worked example persona (or annotated excerpt) so the output template becomes concrete and copy-paste-ready rather than abstract.

Tighten the abstract field descriptions (e.g. 'The core outcome the persona is trying to achieve') into more specific, directive instructions about what to include.

Turn the final Validation step into an explicit feedback loop ('if a persona is not grounded in the data, revise and re-check') to strengthen error recovery.

DimensionReasoningScore

Conciseness

The body is lean and avoids explaining concepts Claude already knows (no definitions of personas or JTBD); every section earns its place, though a few 'Best Practices' bullets border on self-evident advice.

3 / 3

Actionability

Provides a concrete output template (3 personas, Top 3 pains/gains, six labeled sections), but the per-field guidance is abstract ('The core outcome the persona is trying to achieve') and no worked example is given, so it stops short of copy-paste-ready specificity.

2 / 3

Workflow Clarity

A clear five-step Analysis sequence culminates in an explicit 'Validation' step, and the Output Structure acts as a checklist; this satisfies the clear-sequence-plus-explicit-validation anchor despite lacking a detailed fix-retry loop.

3 / 3

Progressive Disclosure

Content is organized into well-labeled single-purpose sections with only one-level external 'Further Reading' links and no nested references; no bundle files exist, so the well-organized inline structure suffices.

3 / 3

Total

11

/

12

Passed

Description

100%

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 states concrete deliverables and provides an explicit 'Use when' trigger clause with natural phrasings. It is clearly scoped to persona creation and unlikely to conflict with other skills.

DimensionReasoningScore

Specificity

Lists multiple concrete deliverables — '3 personas with JTBD, pains, gains, and unexpected insights' — matching the multi-action anchor rather than the vague or single-action levels.

3 / 3

Completeness

Clearly answers both what ('Create refined user personas from research data — 3 personas...') and when via an explicit 'Use when...' clause with multiple triggers, matching the top anchor.

3 / 3

Trigger Term Quality

The 'Use when' clause covers natural phrasings a user would say ('building personas from survey data', 'creating user profiles from research', 'segmenting users'), giving good coverage rather than just a few keywords.

3 / 3

Distinctiveness Conflict Risk

Targets a clear persona/research-synthesis niche with distinct triggers, making overlap with unrelated skills unlikely; it is well above the generic 'works with document files' level.

3 / 3

Total

12

/

12

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
phuryn/pm-skills
Reviewed

Table of Contents

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