product-manager-toolkit

Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.

Quality

70%

Does it follow best practices?

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Securityby

Low

Low-risk findings worth noting

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

Quality

Content

57%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 highly actionable with executable script commands, but it is over-long, inlines reference material that belongs in separate files, includes a large padded cross-skill integration section, and references several non-existent paths. Tightening and moving reference content into the references/ directory would substantially improve it.

Suggestions

Move inlined reference material (RICE/MoSCoW/value-effort frameworks, discovery interview guide, metrics templates) into separate files under references/ and keep SKILL.md as a concise overview pointing to them.

Remove or drastically trim the ~250-line Chinese agent-integration section; it is cross-skill marketing content with broken paths (agent-team/..., multi-agent-meeting/...) that do not exist in this bundle.

Add explicit validation/checkpoint steps to the workflows (e.g. verify RICE CSV columns before scoring, confirm interview file parsed before synthesizing) so each process has a verify-fix-retry loop.

Dimension	Reasoning	Score
Conciseness	The ~600-line body is noticeably verbose: it re-states general PM knowledge (RICE formula, MoSCoW, opportunity solution tree, funnel analysis) and includes a ~250-line Chinese integration/marketing section with padded value propositions rather than skill-specific instructions.	2 / 5
Actionability	Provides fully executable, copy-paste-ready commands for the bundled scripts (e.g. "python scripts/rice_prioritizer.py features.csv --capacity 15", "--output json") covering the common prioritization and interview-analysis cases.	5 / 5
Workflow Clarity	Core processes (Feature Prioritization, Customer Discovery, PRD Development) are clearly numbered and sequenced, but validation/checkpoint steps are missing and there are no verify-fix-retry feedback loops for the analysis outputs.	3 / 5
Progressive Disclosure	Bundle files are real and referenced, but large reference-style content (frameworks, templates, metrics, the entire Chinese integration section) is inlined rather than split out, and several referenced paths (agent-team/references/agent-registry.md, multi-agent-meeting/assets/...) do not exist.	3 / 5
	Total	13 / 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, third-person description that clearly states the toolkit's capabilities and provides explicit "Use for" triggers covering multiple natural user scenarios. Minor improvements could add common synonyms and file-type cues to lift trigger coverage to comprehensive.

Dimension	Reasoning	Score
Specificity	Lists several concrete capabilities ("RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies"), matching the several-specific-actions anchor with only minor coverage gaps.	4 / 5
Completeness	Explicitly answers both what ("Comprehensive toolkit for product managers including...") and when ("Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development") with concrete trigger phrases.	5 / 5
Trigger Term Quality	"feature prioritization, user research synthesis, requirement documentation, and product strategy development" are natural user phrases, but common synonyms and file-type cues are missing, so it is good rather than comprehensive.	4 / 5
Distinctiveness Conflict Risk	The product-manager niche anchored by RICE and PRD workflows is mostly distinct with only minor overlap risk against generic research or strategy skills.	4 / 5
	Total	17 / 20 Passed

Validation

93%

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 — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
skill_md_line_count	SKILL.md is long (604 lines); consider splitting into references/ and linking	Warning

	Total	15 / 16 Passed

Repository: anbeime/skill
Path: skills/product-manager-toolkit/product-manager-toolkit/SKILL.md
Commit: 7054767

Reviewed: 2 days ago

Table of Contents

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