# Diagnose Product Decisions in Chinese

Product teams often mistake symptoms for root causes and spread resources across weak priorities. This skill identifies the main blocker and recommends measurable next actions.

## Install

```bash
npx skillstore add atdy/product-decision-agent
```

## Metadata

- Status: approved
- Slug: atdy-product-decision-agent
- Version: 1.0.3
- Author version: 1.0.3
- Skillstore revision: r2
- Version status: valid
- Tree hash: fe4dd451382ed5fa6b2275379252f5c8f8fec852708e9933402fb3fc49de5732
- Author: atdy
- GitHub username: atdy
- License: MIT
- Repository: https://github.com/atdy/maoxuan-product-agent/tree/main/product-decision-agent/
- Ref: 89edfdc710d0846129dcee6a929477b04f08052c
- Supported tools: Claude, Codex, Claude Code
- Audit status: complete
- Agent install advisory: allowed
- Manual install advisory: allowed
- Artifact signature: available
- Audit attestation: unavailable
- Human verification: not\_verified
- Risk factors: network, filesystem, external\_commands
- Quality score: 84
- Quality tier: gold
- Public page: https://skillstore.pages.dev/skills/atdy-product-decision-agent
- Manifest: https://skillstore.pages.dev/api/skills/atdy-product-decision-agent/manifest

## Capabilities

- Separates reported symptoms, known facts, assumptions, and proposed solutions.
- Identifies the current product stage, main blocker, constraints, and stakeholders.
- Applies scenario guidance for growth, retention, monetization, operations, data, delivery, and collaboration.
- Recommends focused actions with owners, time windows, metrics, and decision rules.
- Provides stop-doing guidance and asks no more than three decision-changing questions.

## Use Cases

- Prioritize a Product Roadmap: Compare competing requests by product stage, expected outcome, constraints, evidence, and opportunity cost.
- Diagnose Growth Decline: Locate the weakest acquisition, activation, retention, conversion, or channel segment before increasing spend.
- Unblock Cross-Team Delivery: Map decision rights, dependencies, tradeoffs, and escalation needs for delayed or unstable projects.

## Prompt Templates

### Find the Main Blocker

```
Diagnose this product problem: [problem]. State the main blocker, the next action, and what we should stop doing.
```

### Investigate a Metric Change

```
Our [metric] changed from [baseline] to [current] after [event]. Identify likely causes, minimum checks, and a decision rule.
```

### Choose Roadmap Priorities

```
Rank these initiatives: [list]. Use our stage, goal, team capacity, evidence, dependencies, and deadlines. Name the excluded work and tradeoffs.
```

### Design a Decision Plan

```
Assess [complex problem] using facts, assumptions, stakeholders, constraints, and risks. Propose one main action, one validation step, and clear change conditions.
```

## Limitations

- Recommendations depend on the accuracy and completeness of user-provided facts.
- The skill does not retrieve live metrics, inspect production systems, or verify market data.
- It defaults to Chinese and focuses on mainland Chinese internet product contexts.
- It does not replace legal, compliance, security, or financial review.

## Best Practices

- Provide the target outcome, baseline metrics, recent changes, available resources, and hard deadlines.
- Separate observed facts from team assumptions and requested solutions.
- Return with experiment results or new evidence so the recommendation can adapt.

## Anti Patterns

- Do not ask for a long list of equal recommendations without a primary choice.
- Do not omit user segments, metric definitions, or the time window behind a reported change.
- Do not treat the response as verified legal, compliance, security, or financial advice.

## Security Audit

- Audited at: 2026-07-23T07:16:31.33\+00:00
- Summary: All 18 static findings are false positives. The URLs are comments, test fixtures, or repository metadata, and the backticks are Markdown code spans. Temporary directories support isolated tests, while entropy signals reflect plain UTF-8 Chinese text rather than encoded payloads.

## Stats

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- Downloads: 8
- Favorites: 0
- Popularity score: 0