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product-manager-toolkit

Essential tools and frameworks for modern product management, from discovery to delivery.

42

Quality

43%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills-claude/skills/product-manager-toolkit/SKILL.md

The canonical home for this skill is product-manager-toolkit in administrakt0r/AI-Agents-Safe-Coding-Skills

SKILL.md
Quality
Evals
Security

Quality

Content

50%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.

The body is well-structured and actionably backed by real scripts, but it is padded with framework explanations Claude already knows and inlines content better suited to reference files. Workflows lack validation checkpoints for their batch operations.

Suggestions

Move the RICE/MoSCoW/Value-vs-Effort/North-Star/funnel/opportunity-tree framework explanations into a reference file, keeping only usage and commands inline.

Add validation/verification steps to the prioritization and interview-analysis workflows (e.g. check output JSON, confirm score sanity before roadmap generation).

Trim the best-practices, pitfalls, and integration-points lists to the non-obvious essentials to reduce token cost.

DimensionReasoningScore

Conciseness

Noticeably verbose: large sections restate RICE, MoSCoW, North Star, funnel, and opportunity-tree concepts Claude already knows, plus padded best-practices and pitfalls lists.

2 / 5

Actionability

Provides mostly executable guidance with real backing scripts and concrete usage commands (e.g. 'python scripts/rice_prioritizer.py features.csv --capacity 20'), with only minor gaps.

4 / 5

Workflow Clarity

Core workflows are numbered and sequenced, but batch operations (prioritizer, interview analyzer) lack explicit validation or verification checkpoints, capping clarity at 3.

3 / 5

Progressive Disclosure

Good section structure and a real referenced file (prd_templates.md) plus scripts, but much framework and template content is inlined that would belong in reference files.

3 / 5

Total

12

/

20

Passed

Description

36%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.

The description names the product-management domain but stays at a generic overview level, offering no concrete actions or explicit use-when triggers. It is distinguishable but underspecified for confident routing.

Suggestions

Add concrete actions, e.g. 'Prioritize features with RICE, analyze customer interviews, and draft PRDs from templates.'

Append an explicit 'Use when ...' trigger clause naming natural phrases like 'feature prioritization', 'RICE scoring', 'customer interview analysis', or 'writing a PRD'.

Tighten the 'what' to list the toolkit's specific capabilities rather than 'essential tools and frameworks'.

DimensionReasoningScore

Specificity

Names the domain ('product management, from discovery to delivery') but the actions are minimal and generic ('Essential tools and frameworks') with no concrete verbs.

2 / 5

Completeness

Provides only a vague 'what' (essential tools and frameworks) with no 'when'/'Use when' trigger guidance, matching the vague-what-and-no-when anchor.

2 / 5

Trigger Term Quality

Contains some natural terms a user might say ('product management', 'discovery', 'delivery') but misses common variations and specifics like PRD, RICE, roadmap, or prioritization.

3 / 5

Distinctiveness Conflict Risk

Targets a specific niche (product management) but the generic phrasing could still overlap with adjacent PM, roadmapping, or research skills.

3 / 5

Total

10

/

20

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
administrakt0r/AI-Agents-Safe-Coding-Skills
Reviewed

Table of Contents

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