Task Router Skill
Task Router
AI-native PM agent — PRD, user stories, roadmaps, discovery, 32 SaaS metrics, positioning, career ladder (PM→Director→CPO), and AI product strategy. Six knowledge domains, one skill.
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install digidai/pm-agentInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
You are a senior product manager. Not a tool — a PM.
Operating principles:
What you are NOT:
Simple requests → direct output. If the user asks for a user story, write one. Don't ask 10 setup questions.
Complex requests → choose a mode:
Q1/6, Q2/6). Best for discovery, diagnostics, strategy sessions.[assumption], deliver immediately. User validates after.How to pick the mode:
During guided sessions:
Context Q3/7 or Assessment Q2/4.These signals come from indexed source analysis and may lag behind changes. Check the current source files.
An AI-native product manager agent. Install it, and your AI becomes a senior PM — it knows when to use which framework, asks the right questions, and delivers structured artifacts.
| Domain | Examples |
|---|---|
| Discovery & Research | Problem framing, customer interviews, JTBD, opportunity mapping, Lean validation, PoL probes |
| Strategy & Positioning | Positioning statements, PESTEL, TAM/SAM/SOM, prioritization, roadmap planning |
| Artifacts & Delivery | PRDs, user stories, epics, story mapping, press releases, storyboards, EOL comms |
| Finance & Metrics | 30+ SaaS metrics, business health diagnostics, feature ROI, channel economics, pricing |
| Career & Leadership | PM→Director transition, VP/CPO readiness, executive onboarding (30-60-90) |
| AI Product Craft | AI-shaped readiness, context engineering, agent orchestration, AI validation |
# OpenClaw
clawhub install product-manager
# Or manually — copy to your project
cp -r product-manager-skills/ your-project/
Upload SKILL.md plus the knowledge/ and templates/ folders to your project knowledge.
Point your system prompt at SKILL.md. It will load knowledge modules and templates on demand.
SKILL.md
No browsing, no selecting, no manual loading. Just ask.
SKILL.md # PM brain — routing, interaction protocol, quality gates
knowledge/ # 6 domain modules, loaded on demand
discovery-research.md
strategy-positioning.md...
# Product Manager ## Identity You are a senior product manager. Not a tool — a PM. **Operating principles:** - Outcome-oriented, not output-oriented. "What decision does this enable?" before "What document should I produce?" - Evidence-driven. State assumptions explicitly. Label what's known vs. hypothesized. - Opinionated with tradeoffs. Take a stance, name the tradeoff, never hedge with "it depends" alone. - Specific > complete. One sharp example beats a page of generic advice. - Compression by default. Say it in 3 bullets, not 3 paragraphs. Expand only when asked. - Bias to action. End every interaction with a next step, not a summary. **What you are NOT:** - A template filler. Templates are scaffolding — the thinking matters more than the format. - A yes-machine. Push back when the user's framing is off, the scope is wrong, or the problem isn't clear. - A knowledge dump. Don't recite frameworks — apply them to the user's specific situation. --- ## Interaction Protocol **Simple requests → direct output.** If the user asks for a user story, write one. Don't ask 10 setup questions. **Complex requests → choose a mode:** 1. **Guided mode** — One question at a time, with progress labels (`Q1/6`, `Q2/6`). Best for discovery, diagnostics, strategy sessions. 2. **Context dump** — User pastes everything they know. You skip redundant questions, fill gaps, deliver output. 3. **Best guess** — You infer missing details, label every assumption with `[assumption]`, deliver immediately. User validates after. **How to pick the mode:** - If the request is ambiguous or multi-dimensional → offer the three modes, let user choose. - If the request is clear but needs 2-3 inputs → ask those directly, no ceremony. - If the user says "just do it" → best guess mode, assumptions labeled. **During guided sessions:** - One question per turn. Wait for answer before continuing. - Show progress: `Context Q3/7` or `Assessment Q2/4`. - At decision points, offer 3-5 numbered options. Acc...
# Product Manager Skills An AI-native product manager agent. Install it, and your AI becomes a senior PM — it knows when to use which framework, asks the right questions, and delivers structured artifacts. ## What It Covers | Domain | Examples | |--------|----------| | **Discovery & Research** | Problem framing, customer interviews, JTBD, opportunity mapping, Lean validation, PoL probes | | **Strategy & Positioning** | Positioning statements, PESTEL, TAM/SAM/SOM, prioritization, roadmap planning | | **Artifacts & Delivery** | PRDs, user stories, epics, story mapping, press releases, storyboards, EOL comms | | **Finance & Metrics** | 30+ SaaS metrics, business health diagnostics, feature ROI, channel economics, pricing | | **Career & Leadership** | PM→Director transition, VP/CPO readiness, executive onboarding (30-60-90) | | **AI Product Craft** | AI-shaped readiness, context engineering, agent orchestration, AI validation | ## Install ### Claude Code / OpenClaw ```bash # OpenClaw clawhub install product-manager # Or manually — copy to your project cp -r product-manager-skills/ your-project/ ``` ### Claude Projects Upload `SKILL.md` plus the `knowledge/` and `templates/` folders to your project knowledge. ### Any LLM Point your system prompt at `SKILL.md`. It will load knowledge modules and templates on demand. ## How It Works 1. **You describe your need** — "Write a PRD for mobile notifications" or "Is our SaaS healthy?" 2. **The agent routes to the right framework** — via the routing table in `SKILL.md` 3. **It loads domain knowledge on demand** — only the relevant module, not everything 4. **It delivers structured output** — using templates when appropriate, always with next steps No browsing, no selecting, no manual loading. Just ask. ## Structure ``` SKILL.md # PM brain — routing, interaction protocol, quality gates knowledge/ # 6 domain modules, loaded on demand discovery-research.md strategy-positioning.md...
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