| name | product-management |
| description | This skill should be used when the user asks to "analyze my product", "research competitors", "find feature gaps", "create feature request", "prioritize backlog", "generate PRD", "plan roadmap", "what should we build next", "competitive analysis", "gap analysis", "sync issues", or mentions product management workflows. Provides AI-native PM capabilities for startups with signal-based feature tracking, the WINNING prioritization filter, and GitHub Issues integration with deduplication. |
| version | 0.2.0 |
Product Management Skill
AI-native product management for startups. Transform Claude into an expert PM that processes signals, not just feature lists.
Core Philosophy
WINNING = Pain × Timing × Execution Capability
Filter aggressively from 50 gaps to 3-5 high-conviction priorities. Expert PMs track signals with confidence scores, timestamps, and velocity.
Commands Quick Reference
| Command | Purpose |
|---|
/pm:analyze | Scan codebase + interview for product inventory |
/pm:landscape | Research competitor landscape |
/pm:gaps | Run gap analysis with WINNING filter |
/pm:file | Batch create GitHub Issues for approved gaps |
/pm:prd | Generate PRD and create GitHub Issue |
/pm:sync | Sync local cache with GitHub Issues |
Agents
This plugin provides specialized agents for autonomous tasks:
| Agent | Triggers On | Purpose |
|---|
research-agent | "research [competitor]", "scout [name]" | Deep autonomous web research |
gap-analyst | "find gaps", "what should we build" | Systematic gap identification with scoring |
prd-generator | "create PRD for [feature]" | Generate PRD + create GitHub Issue |
Data Storage
All data stored in .pm/ folder at project root:
.pm/
├── config.md # Positioning, scoring weights
├── product/ # Product inventory, architecture
├── competitors/ # Competitor profiles
├── gaps/ # Gap analyses with scores
├── requests/ # Synced GitHub Issues (for dedup)
├── prds/ # Generated PRDs
└── cache/last-updated.json # Staleness tracking
See references/data-structure.md for complete file templates.
WINNING Filter Scoring
Hybrid scoring approach - Claude suggests researchable criteria, user scores domain-specific:
| Criterion | Scorer | Source |
|---|
| Pain Intensity (1-10) | Claude | Review sentiment, support data |
| Market Timing (1-10) | Claude | Search trends, competitor velocity |
| Execution Capability (1-10) | User | Architecture fit, team skills |
| Strategic Fit (1-10) | User | Positioning alignment |
| Revenue Potential (1-10) | User | Conversion/retention impact |
| Competitive Moat (1-10) | User | Defensibility once built |
Total: X/60 → Recommendation:
- 40+ → FILE (high conviction)
- 25-39 → WAIT (monitor)
- <25 → SKIP (not worth it)
See references/winning-filter.md for detailed scoring criteria.
Deduplication & Sync
Prevent duplicate feature requests by syncing with GitHub Issues:
On Session Start
- Check
.pm/cache/last-updated.json for staleness
- If >24 hours since last sync, prompt for
/pm:sync
/pm:sync Process
- Fetch all GitHub Issues with
pm:* labels via gh issue list --json
- Update
.pm/requests/[issue-number].md for each issue
- Update
last-updated.json timestamp
Deduplication During Gap Analysis
- Load existing issues from
.pm/requests/
- For each new gap, fuzzy match against existing:
- Title similarity (Levenshtein): 40% weight
- Keyword overlap: 30% weight
- Label match: 20% weight
- Description similarity: 10% weight
- Mark gaps as:
- EXISTING (>80% match) → Show linked issue
- SIMILAR (50-80%) → Warn, ask user
- NEW (<50%) → Proceed normally
Output Format
| Gap | WINNING | Status | Match |
|-----|---------|--------|-------|
| OAuth support | 47/60 | EXISTING | #42 (95%) |
| Dark mode | 38/60 | NEW | - |
Flow Summaries
Product Analysis (/pm:analyze)
- Scan codebase for features (routes, components, APIs, models)
- Interview user for business context
- Generate inventory with technical moats and debt flags
- Save to
.pm/product/
Competitive Intelligence (/pm:landscape, /pm:scout [name])
- Research competitors via WebFetch/WebSearch
- Categorize features: Tablestakes, Differentiators, Emerging, Deprecated
- Save profiles to
.pm/competitors/
Gap Analysis (/pm:gaps)
- Load product inventory + competitor profiles
- Check staleness (>30 days → prompt refresh)
- Sync with GitHub Issues for deduplication
- Identify all gaps, score with WINNING filter
- Mark as NEW/EXISTING/SIMILAR
- Save to
.pm/gaps/[date]-analysis.md
Feature Filing (/pm:review, /pm:file)
/pm:review - Walk through gaps, decide FILE/WAIT/SKIP/pm:file - Create GitHub Issues for approved gaps (skips duplicates)- Apply labels:
pm:feature-request, winning:*, priority:*
PRD Generation (/pm:prd [feature])
- Load feature context from gap analysis or GitHub Issue
- Generate PRD: Problem, User Stories, Acceptance Criteria, etc.
- Save to
.pm/prds/[slug].md
- Create GitHub Issue with PRD content as feature request
Backlog & Roadmap (/pm:backlog, /pm:roadmap)
- Fetch open issues with
pm: labels
- Sort by WINNING score or RICE
- Organize into Now/Next/Later priorities
GitHub Integration
Labels (Auto-Created)
pm:feature-request pm:gap-identified pm:competitor-intel
priority:now priority:next priority:later
winning:high (40+) winning:medium (25-39) winning:low (<25)
Prerequisites
- GitHub CLI (
gh) installed and authenticated
- Run
gh auth status to verify
See references/github-labels.md for label definitions.
See references/issue-template.md for issue format.
Integration with spec-kit
This plugin handles WHAT to build and WHY (product discovery).
For HOW to build it, use spec-kit:
PM Plugin → GitHub Issue → spec-kit
/pm:file Creates issue /speckit.specify
/pm:prd Creates issue /speckit.plan → /speckit.implement
The GitHub Issue IS the handoff—no separate command needed.
Staleness Handling
PM data ages. Handle proactively:
- Competitor data >30 days: Prompt refresh before gap analysis
- Gap analysis >14 days: Warn when viewing backlog
- GitHub sync >24 hours: Suggest
/pm:sync on session start
⚠️ Competitor data is 45 days old. Run `/pm:landscape` to refresh.
Additional Resources
Reference Files
references/winning-filter.md - Detailed WINNING scoring criteriareferences/github-labels.md - Label definitions and colorsreferences/issue-template.md - GitHub Issue templatereferences/data-structure.md - Complete .pm/ folder structure
Example Files
examples/gap-analysis.md - Sample gap analysis outputexamples/competitor-profile.md - Sample competitor profile
