Agent skill
product-review
Product review from a PM perspective. Uses multi-agent pipeline to analyze any project/codebase for product discovery, goal alignment, UX/DX audit, competitive analysis, and roadmap planning.
Install this agent skill to your Project
npx add-skill https://github.com/tsaol/awesome-claude/tree/main/skills/product-review
SKILL.md
Product Review - 多 Agent 产品经理评审
以产品经理视角全面评审任意项目/代码库,输出结构化评审报告和改进路线图。
Usage
/product-review <project_path> [options]
Options:
| Option | Description | Default |
|---|---|---|
--quick |
Quick mode (skip competitive analysis, simplified roadmap) | false |
--focus=<area> |
Focus area: ux / dx / growth / tech | all |
--lang=<zh|en> |
Output language | zh |
Examples:
/product-review .
/product-review ~/codes/my-project
/product-review . --quick
/product-review . --focus=ux --lang=en
/product-review ~/codes/my-project --quick --focus=dx
Output Structure
All outputs are generated in the target project's root directory:
.product-review/
├── raw/snapshot.md # Phase 0: project snapshot
├── analysis/
│ ├── discovery.md # Agent 1 output
│ ├── goal-alignment.md # Agent 2 output
│ ├── ux-dx-audit.md # Agent 3 output
│ └── competitive-analysis.md # Agent 4 output (Full mode only)
├── output/
│ └── pm-review.md # Final review report
└── process/
└── pipeline.log # Execution log
Pipeline
Full Mode (5 Agents)
Phase 0: Project Snapshot (bash, no LLM)
↓ raw/snapshot.md
Agent 1: pr-discovery (Product Discovery)
↓ analysis/discovery.md
Agent 2: pr-goal-alignment ←──┐ Parallel
Agent 3: pr-ux-dx-audit ←──┘
↓ analysis/goal-alignment.md + analysis/ux-dx-audit.md
Agent 4: pr-competitive-analysis
↓ analysis/competitive-analysis.md
Agent 5: pr-roadmap-planner (Synthesize all)
↓ output/pm-review.md
Quick Mode (3 Agents, skip Agent 4)
Phase 0 → Agent 1 → Agent 2 + Agent 3 (parallel) → Agent 5
Execution Steps
Step 0: Setup
PROJECT_PATH="<user_provided_path>"
cd "$PROJECT_PATH"
mkdir -p .product-review/{raw,analysis,output,process}
Step 1: Phase 0 - Project Snapshot
Non-LLM step. Collect project metadata using bash commands and write to .product-review/raw/snapshot.md.
Collect the following:
# 1. README content
cat README.md 2>/dev/null || echo "No README.md found"
# 2. Directory structure (2 levels deep)
find . -maxdepth 2 -not -path '*/\.*' -not -path '*/node_modules/*' -not -path '*/vendor/*' -not -path '*/__pycache__/*' -not -path '*/dist/*' -not -path '*/build/*' | head -100
# 3. Config files
for f in package.json pyproject.toml Cargo.toml go.mod composer.json Gemfile pom.xml build.gradle; do
[ -f "$f" ] && echo "=== $f ===" && cat "$f"
done
# 4. Git log (last 20 commits)
git log --oneline -20 2>/dev/null || echo "Not a git repo"
# 5. GitHub stats (if remote exists)
REMOTE=$(git remote get-url origin 2>/dev/null)
if [ -n "$REMOTE" ]; then
REPO=$(echo "$REMOTE" | sed 's/.*github.com[:/]\(.*\)\.git/\1/' | sed 's/.*github.com[:/]\(.*\)/\1/')
gh api "repos/$REPO" --jq '{stars: .stargazers_count, forks: .forks_count, open_issues: .open_issues_count, language: .language, license: .license.spdx_id, created: .created_at, updated: .pushed_at}' 2>/dev/null
gh api "repos/$REPO/pulls?state=open&per_page=1" --jq 'length' 2>/dev/null
fi
# 6. File type statistics
find . -type f -not -path '*/\.*' -not -path '*/node_modules/*' -not -path '*/vendor/*' | sed 's/.*\.//' | sort | uniq -c | sort -rn | head -20
Write to .product-review/raw/snapshot.md:
# Project Snapshot: {project_name}
> Generated: {timestamp}
## README
{readme_content}
## Directory Structure
{tree_output}
## Config Files
{config_content}
## Git History (Last 20 Commits)
{git_log}
## GitHub Stats
{github_stats}
## File Type Statistics
{file_stats}
Log:
[HH:MM] phase-0 | ✓ snapshot collected | → raw/snapshot.md
Step 2: Agent 1 - Product Discovery
Run the pr-discovery agent.
Input: Read .product-review/raw/snapshot.md
Output: Agent writes to .product-review/analysis/discovery.md
[HH:MM] pr-discovery | ▶ started | raw/snapshot.md → analysis/discovery.md
[HH:MM] pr-discovery | ✓ done | analysis/discovery.md
Step 3: Agent 2 + Agent 3 (Parallel)
Run pr-goal-alignment and pr-ux-dx-audit in parallel using two Task tool calls in a single message.
Agent 2 Input: .product-review/raw/snapshot.md + .product-review/analysis/discovery.md
Agent 2 Output: .product-review/analysis/goal-alignment.md
Agent 3 Input: .product-review/raw/snapshot.md + .product-review/analysis/discovery.md
Agent 3 Output: .product-review/analysis/ux-dx-audit.md
[HH:MM] pr-goal-alignment | ▶ started | snapshot.md + discovery.md → goal-alignment.md
[HH:MM] pr-ux-dx-audit | ▶ started | snapshot.md + discovery.md → ux-dx-audit.md
[HH:MM] pr-goal-alignment | ✓ done | analysis/goal-alignment.md
[HH:MM] pr-ux-dx-audit | ✓ done | analysis/ux-dx-audit.md
Step 4: Agent 4 - Competitive Analysis (Full Mode Only)
Skip this step if --quick is set.
Run the pr-competitive-analysis agent.
Input: .product-review/raw/snapshot.md + .product-review/analysis/discovery.md
Output: .product-review/analysis/competitive-analysis.md
[HH:MM] pr-competitive-analysis | ▶ started | snapshot.md + discovery.md → competitive-analysis.md
[HH:MM] pr-competitive-analysis | ✓ done | analysis/competitive-analysis.md
Step 5: Agent 5 - Roadmap Planner (Final Report)
Run the pr-roadmap-planner agent.
Input: All files in .product-review/analysis/ + .product-review/raw/snapshot.md
Output: .product-review/output/pm-review.md
[HH:MM] pr-roadmap-planner | ▶ started | analysis/*.md → output/pm-review.md
[HH:MM] pr-roadmap-planner | ✓ done | output/pm-review.md
Step 6: Summary
After all agents complete, print:
✅ Product review complete!
📄 Report: .product-review/output/pm-review.md
📊 Analysis files: .product-review/analysis/
📋 Log: .product-review/process/pipeline.log
Focus Mode Behavior
When --focus=<area> is set, agents should weight their analysis accordingly:
| Focus | Agent Emphasis |
|---|---|
ux |
Agent 3 deep-dives into user experience, UI flows, error messages |
dx |
Agent 3 deep-dives into developer experience, API design, docs, SDK |
growth |
Agent 1 emphasizes growth potential, Agent 4 emphasizes market opportunity |
tech |
Agent 2 emphasizes technical implementation quality, architecture |
Pass the focus area to each agent via a note at the top of the snapshot:
> **Review Focus:** {focus_area}
Language Behavior
When --lang=en is set, all agents output in English. Default is Chinese (zh).
Pass the language preference to each agent via a note at the top of the snapshot:
> **Output Language:** {zh|en}
Log Format
All pipeline logs are appended to .product-review/process/pipeline.log:
[HH:MM] agent-name | status | description
Status symbols:
▶started✓done⚠warning✗failed
Final Report Template
The final report (output/pm-review.md) follows this template:
# 产品评审报告: {project_name}
> 评审时间: {timestamp}
> 评审模式: Full / Quick
> 聚焦领域: {focus_area or "全面评审"}
## 执行摘要
> [1 段话核心结论]
## 评分卡
| 维度 | 得分 | 说明 |
|------|------|------|
| 产品力 | /10 | |
| 用户体验 | /10 | |
| 目标对齐 | /10 | |
| 竞争力 | /10 | |
| **综合** | **/10** | |
## 产品发现
[来自 Agent 1: pr-discovery]
## 目标对齐分析
[来自 Agent 2: pr-goal-alignment]
## 体验审计
[来自 Agent 3: pr-ux-dx-audit]
## 竞品分析
[来自 Agent 4: pr-competitive-analysis,Quick 模式标注"已跳过"]
## 改进路线图
### 🔴 立即修复 (P0, 1-2 周)
### 🟡 短期改进 (P1, 1-3 个月)
### 🟢 长期演进 (P2, 3-6 个月)
## 里程碑
| 阶段 | 目标 | 关键交付物 | 预计周期 |
|------|------|-----------|---------|
| M1 | | | 2 周 |
| M2 | | | 1-3 月 |
| M3 | | | 3-6 月 |
## 关键指标
- **北极星指标**: [建议的核心指标]
- **辅助指标**: [2-3 个辅助指标]
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