Assist with core product management activities including writing PRDs, analyzing features, synthesizing user research, planning roadmaps, and communicating product decisions.
SkillScore91Maintained
Automatic
◆Product Management pack
Last verified 8/21/2026
What it changes
Passed 20 of 22 test cases with the skill, and 19 of 22 without it.
Without skill86%
With skill91%
Checks it passed that the model alone missed
Recommend a Feature Brief for early stage exploration.
1 fixed19 passed either way2 still failing0 broke
Pass-rate lift
+5 pp
Tokens
+117%
Agent turns
0%
Response time
-14%
Model gemini-3.6-flashMeasured 8/21/2026v120 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
A test case the skill fixed. Same model, same prompt, with and without the skill.
Prompt
A stakeholder submitted an early-stage idea and requested an immediate 10-page PRD. Which lightweight artifact should be created first for quick exploration?
What was checked, without and with the skill
Checked
Without skill
With skill
Recommend a Feature Brief for early stage exploration.
Missed
Passed
case-18 · gemini-3.6-flash · 8/21/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md291 linessingle file
Skill: Product management AI
Purpose
Assist with core product management activities including writing product requirements documents (PRDs), analyzing feature requests, synthesizing user research, planning roadmaps, and communicating product decisions to stakeholders and engineering teams.
When to use this skill
You need to write or update PRDs with clear requirements, success metrics, and technical considerations.
You're evaluating feature requests and need structured analysis of impact, effort, and priority.
You need to synthesize user research findings into actionable insights.
You're planning roadmaps and need to organize, prioritize, and communicate plans.
You need to communicate product decisions clearly to engineering, design, and business stakeholders.
You're doing competitive analysis or market research synthesis.
You need to track and analyze product metrics to inform decisions.
Key capabilities
Unlike point-solution PM tools:
Integrated with codebase: Can reference actual code, APIs, and technical constraints.
Context-aware: Understands your specific product, architecture, and technical debt.
Flexible templates: Adapt documentation to your organization's needs.
Version controlled: All artifacts live in git alongside code.
Collaborative: Works within existing dev workflows (PRs, issues, docs).
Inputs
Product context: Current state, key stakeholders, strategic goals.
Feature requests: User feedback, business needs, or strategic initiatives.
Technical constraints: Known limitations, dependencies, or technical debt.
User research: Interview notes, survey results, analytics data.
Business goals: Metrics, OKRs, or success criteria to optimize for.
Out of scope
Making final product decisions (this is the PM's job; the skill assists).
Managing stakeholder relationships and politics.
Detailed UI/UX design work (use design tools and collaborate with designers).
Project management and sprint planning (use project management tools).