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skill Claude Code

cpo-review — Claude Code skill: what it does, how to install

Interrogates product roadmaps using JTBD, PMF signals, and retention curves. Helps decide which features to ship and which to kill before committing a quarter.

Install into Claude Code · Plugin marketplace All methods and platforms ↓
/plugin marketplace add alirezarezvani/claude-skills
/plugin install c-level-agents@claude-code-skills
Open on GitHub

What cpo-review does

This skill acts as a product executive interrogating planned initiatives before you commit engineering resources. It tests every feature against six forcing questions covering Jobs-to-be-Done (JTBD), North Star alignment, cohort retention curves, and opportunity costs. If a feature lacks a clear link to core user behavior, the review flags it immediately.

The workflow runs helper Python scripts, including pmf_scorer.py, portfolio_analyzer.py, and rice_prioritizer.py. Claude then generates a structured markdown review containing RICE prioritization, a specific cut list, and 90-day kill criteria. The verdict is simple: SHIP, SHARPEN, or KILL.

Install this skill when locking quarterly commitments or debating whether to drop a declining feature. Teams working on an early prototype without retention metrics can safely skip it.

What it helps with

  • Evaluate feature priority with RICE scoring and North Star metrics
  • Define 90-day kill criteria before writing production code
  • Assess PMF signals using cohort retention curve shapes
  • Select initiatives to cut to balance roadmap opportunity costs

Example prompts for the agent

  • /c-level-agents:cpo-review plan-q3-features.md
  • /c-level-agents:cpo-review "Add automated billing reconciliation module"
  • /c-level-agents:cpo-review roadmap.md

How to install cpo-review

1Plugin marketplace

/plugin marketplace add alirezarezvani/claude-skills
/plugin install c-level-agents@claude-code-skills

This installs the whole c-level-agents plugin with all its skills

2Skills CLI (Vercel)

npx skills add alirezarezvani/claude-skills --skill cpo-review -a claude-code

3Manually: put the files in place

~/.claude/skills/cpo-review/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/cpo-review/

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Similar

Questions about cpo-review

How do I install cpo-review in Claude Code?

Run /plugin install c-level-agents@claude-code-skills in Claude Code, or install it via CLI using npx skills add alirezarezvani/claude-skills --skill cpo-review -a claude-code.

What does cpo-review do?

It runs a structured product audit answering six forcing questions about user jobs, retention metrics, and opportunity costs. The skill helps identify which roadmap items to build and which to drop.

What verdicts does the cpo-review skill produce?

The analysis outputs one of three clear decisions: SHIP to proceed with development, SHARPEN to refine the scope, or KILL to abandon the proposal.

Source text

SKILL.md · MIT
---
name: "cpo-review"
description: "/c-level-agents:cpo-review [plan] — JTBD-driven interrogation of product roadmap, PMF signal, and portfolio focus. Use when committing a quarter's roadmap, deciding whether to kill a feature, or claiming PMF without a retention curve."
---

# /c-level-agents:cpo-review — CPO Forcing Questions

**Command:** `/c-level-agents:cpo-review <plan>`

The JTBD-driven builder cuts the roadmap in half. Six questions to surface what to ship and what to kill.

## When to Run

- Before quarterly roadmap commitment
- Before launching a new product line
- Before adding > 3 features to a release
- When retention is flat or declining
- When the team is debating "should we build X?"

## The Six CPO Questions

### 1. JTBD
**What job is this feature hired to do, in the user's words?**
- Not "improve onboarding." "Help a new ops manager get their first deal closed within 7 days."
- Job ≠ feature. Hire ≠ try.

### 2. North Star Metric
**What user behavior does this move, and how does that ladder to the North Star?**
- The metric must be leading, behavior-based, and value-correlated.
- If you can't trace the feature to the North Star, don't build it.

### 3. PMF Signal
**What's the retention curve for users who hire this job — is it flat, decaying, or smiling?**
- Flat or smiling = PMF signal. Decaying = no PMF.
- "Users like it in surveys" is not a signal.

### 4. RICE Score
**Reach, Impact, Confidence, Effort — what's the score and where does this rank in the queue?**
```bash
python product-team/skills/product-manager-toolkit/scripts/rice_prioritizer.py
```

### 5. Opportunity Cost
**What gets cut if this ships? Name the specific initiative or feature.**
- Headcount and time are zero-sum. The cut list is the focus list.

### 6. Kill Criteria
**What signal would tell you in 90 days that this was the wrong bet?**
- Define the metric and threshold in writing, before launch.
- If you can't define a kill criterion, you can't ship responsibly.

## Workflow

1. **Run the analyses:**
   ```bash
   python ${CLAUDE_PLUGIN_ROOT}/vendor/c-level-advisor/cpo-advisor/scripts/pmf_scorer.py
   python ${CLAUDE_PLUGIN_ROOT}/vendor/c-level-advisor/cpo-advisor/scripts/portfolio_analyzer.py
   ```
2. **Answer the six questions.**
3. **Apply the verdict.**

## Output Format

```markdown
# CPO Review: <feature/plan>
**Date:** YYYY-MM-DD

## JTBD
> <one sentence in user voice>

## North Star Link
- Metric moved: <name>
- Expected delta: <%>

## PMF Signal
- Retention curve shape: flat / smiling / decaying
- Cohort sample size: N

## Score
- RICE: <number>
- Rank in queue: #N of M

## Cut List
- Cut: <initiative>
- Reason: <why this matters more>

## Kill Criteria (90 days)
- Metric: <name>
- Threshold: <value>
- Action if missed: <kill | iterate>

## Verdict
🟢 SHIP | 🟡 SHARPEN | 🔴 KILL
```

## Routing

- `/c-level-agents:cmo-review` — does the positioning support this feature?
- `/c-level-agents:execute` — build the 90-day plan
- `/c-level-agents:post-mortem` — if kill criteria triggered

## Related

- Agent: [`cs-cpo-advisor`](../../agents/cs-cpo-advisor.md)
- Skill: [`cpo-advisor`](${CLAUDE_PLUGIN_ROOT}/vendor/c-level-advisor/cpo-advisor/SKILL.md)
- Execution: `product-team/skills/product-manager-toolkit/`

---

**Version:** 1.0.0

© Alireza Rezvani · MIT · alirezarezvani/claude-skills

See also

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