product-manager

Senior PM agent with 6 knowledge domains, 30+ frameworks, 12 templates, and 32 SaaS metrics with formulas. Pure Markdown, zero scripts.

Quality

18%

Does it follow best practices?

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Passed

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tessl review fix ./skills/product-manager/SKILL.md

Quality

Content

7%Scale 1-5

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

This skill is essentially a marketing blurb or README rather than functional skill content. It makes extensive claims about frameworks, templates, and metrics but provides zero actual content — no formulas, no framework definitions, no template structures, no examples, and no workflows. Without bundle files to back up its claims, it delivers nothing actionable to Claude.

Suggestions

Include the actual 32 SaaS metric formulas (e.g., 'MRR = sum of all monthly recurring subscription revenue', 'Churn Rate = (customers lost in period / customers at start of period) × 100') instead of just listing metric names.

Provide at least the most important framework definitions with concrete steps (e.g., RICE scoring: Reach × Impact × Confidence / Effort, with an example calculation).

Include at least 2-3 actual templates (e.g., a PRD template with sections and placeholder content) either inline or in referenced bundle files.

Add concrete workflows for common PM tasks, such as 'How to write a PRD' or 'How to prioritize a backlog using RICE', with step-by-step instructions and examples.

Dimension	Reasoning	Score
Conciseness	The content is padded with marketing-style language ('Senior PM agent with deep expertise', 'proven PM frameworks', 'ready-made templates') and lists capabilities without providing any actionable content. It explains what the skill claims to do rather than teaching Claude how to do anything.	2 / 5
Actionability	There is zero concrete, executable guidance anywhere in the content. No framework definitions, no metric formulas, no template structures, no examples — just vague claims like 'Apply frameworks including RICE scoring' and 'Calculate 32 SaaS metrics with exact formulas' without providing any of them.	1 / 5
Workflow Clarity	There are no workflows, no steps, no sequences, and no processes described. The content is entirely declarative ('You are a Senior PM agent') with no guidance on how to actually perform any PM task.	1 / 5
Progressive Disclosure	Despite claiming 30+ frameworks, 12 templates, and 32 metrics, there are no bundle files, no references to supporting documents, and no linked resources. The GitHub link is the only reference, and no content is actually structured or split. Everything promised is absent.	1 / 5
	Total	5 / 20 Passed

Description

28%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.

This description reads more like a marketing tagline than a functional skill description. It emphasizes quantity ('30+ frameworks', '12 templates', '32 SaaS metrics') over concrete actions and use cases, and completely lacks a 'Use when...' clause. The first-person-adjacent 'Senior PM agent' framing and buzzword-heavy style ('Pure Markdown, zero scripts') add no value for skill selection.

Suggestions

Replace quantity claims with concrete actions: e.g., 'Creates PRDs, prioritizes product backlogs, builds roadmaps, calculates SaaS metrics like MRR, churn rate, and LTV.'

Add an explicit 'Use when...' clause with natural trigger terms: e.g., 'Use when the user asks about product management, roadmaps, PRDs, user stories, sprint planning, SaaS metrics, or product strategy.'

Remove marketing language ('Senior PM agent', 'Pure Markdown, zero scripts') and replace with functional descriptions of what the skill actually does for the user.

Dimension	Reasoning	Score
Specificity	Names the domain (PM/product management) and mentions knowledge domains, frameworks, templates, and metrics, but these are counts rather than concrete actions. No specific actions like 'creates PRDs', 'prioritizes backlogs', or 'analyzes metrics' are described.	2 / 5
Completeness	The 'what' is vague — it describes what the skill contains (frameworks, templates, metrics) rather than what it does. There is no 'when' clause at all — no guidance on when Claude should select this skill.	2 / 5
Trigger Term Quality	Contains 'PM', 'frameworks', 'templates', 'SaaS metrics', and 'Markdown' but misses natural user phrases like 'product roadmap', 'PRD', 'user stories', 'sprint planning', 'product strategy', or 'backlog'. Users rarely search for 'senior PM agent' or '30+ frameworks'.	2 / 5
Distinctiveness Conflict Risk	The PM/SaaS focus provides some distinctiveness, but 'frameworks', 'templates', and 'metrics' are broad enough to overlap with business strategy, analytics, or general management skills. The SaaS specificity helps somewhat.	3 / 5
	Total	9 / 20 Passed

Validation

90%

Warnings & errors only

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

Validation — 10 / 11 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	10 / 11 Passed

Repository: administrakt0r/AI-Agents-Safe-Coding-Skills
Path: skills/product-manager/SKILL.md
Commit: 57c135b

Reviewed: 3 days ago

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