# Market Intelligence

> 收集市场趋势、行业报告，并识别机会。当用户需要市场研究、行业分析、趋势识别、"X 市场发生了什么"、市场规模分析，或在产品规划前需要了解竞争格局时使用。即使没有明确说"市场情报"，当用户正在研究某个市场或行业时也应激活。

- **Type:** Skill
- **Install:** `agentstack add skill-kelegele-oh-my-pm-market-intelligence`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [kelegele](https://agentstack.voostack.com/s/kelegele)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [kelegele](https://github.com/kelegele)
- **Source:** https://github.com/kelegele/oh-my-pm/tree/main/skills/market-intelligence

## Install

```sh
agentstack add skill-kelegele-oh-my-pm-market-intelligence
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Market Intelligence

Gather market insights that inform product strategy.

## What This Skill Does

Collects and analyzes market information including industry trends, market size, growth rates, key players, and emerging opportunities. The output provides the foundation for product positioning and competitive analysis.

## When to Use

Activate this skill when:
- User asks about market trends or industry developments
- Phrases like "market research", "industry analysis", "market size"
- Exploring new markets or product categories
- Need to understand market dynamics before product decisions
- User says "what's the market for X" or "analyze Y market"

## How It Works

The intelligence gathering follows a systematic approach:

1. **Define market scope** - Identify the market segment and research boundaries
2. **Search industry sources** - Gather reports, news, analyst insights
3. **Analyze trends** - Identify emerging patterns and shifts
4. **Assess market size** - Estimate TAM, SAM, SOM
5. **Identify opportunities** - Find gaps and growth areas
6. **Generate insights** - Synthesize findings into actionable intelligence

## Anti-Hallucination Rules (Self-Contained)

The following rules are mandatory for this skill. They are inlined here for standalone installation compatibility.

### 1. Mandatory Search First
输出任何市场数据前必须先使用 WebSearch/WebReader。
- 禁止仅凭训练记忆输出任何具体数据（市场规模、增长率、参与者等）
- 每个数据点必须来自实际搜索和访问的页面
- 搜索查询应包含年份，例如 `SaaS project management market size 2025 2026`

### 2. Every Claim Must Have a Source
每个数字、趋势、参与者必须有 URL 来源。
- **没有来源 = 不得写入**
- 来源格式：`{ "claim": "...", "source": "https://...", "source_name": "...", "fetched_at": "..." }`

### 3. Unknown is Acceptable
找不到数据时标注 "Unknown"，禁止编造。标注未知是诚实，不是失败。

### 4. Confidence Rating
每个关键数据点标注 confidence (high/medium/low)。
- `high`: 权威来源（Gartner, Forrester, IDC, 官方财报）
- `medium`: 可靠来源（TechCrunch, Statista, 行业报告）
- `low`: 社区讨论、博客、推测性分析

### 5. Distinguish Fact from Inference
明确区分已验证事实和推断。推断必须标注 basis 和 confidence。

### 6. Quality Gate (Non-negotiable)
以下任一条未满足，不得输出结果：
- [ ] 所有具体数字/趋势声明都有来源 URL
- [ ] 无法验证的数据已标注 "Unknown"
- [ ] 每个数据点标注了 confidence 等级
- [ ] facts 和 inferences 已明确区分
- [ ] 搜索记录已附在输出中

### Search Record
每个分析输出必须附带搜索记录：`{ "search_queries_used": [...], "sources_accessed": [{ "url": "...", "title": "...", "used_for": "..." }] }`

## Input Parameters

| Parameter | Type | Required | Description |
|:---|:---|:---|:---|
| `market` | string | Yes | Market or industry to analyze (e.g., "SaaS project management") |
| `focus_areas` | list | No | Specific areas to focus on (e.g., ["pricing", "enterprise segment"]) |
| `geography` | string | No | Geographic scope (default: global) |
| `depth` | string | No | `overview` (quick), `standard` (default), or `deep` (comprehensive) |

## Output Structure

The skill generates two outputs:

1. **JSON file** (`docs/product/.ompm/market-analysis.json`) - Structured data for other skills
2. **Markdown report** - Human-readable market intelligence

### JSON Output Format

```json
{
  "analysis": {
    "id": "uuid",
    "timestamp": "2026-03-12T...",
    "market": "SaaS project management",
    "market_size": {
      "tam": { "value": "$10B", "confidence": "high", "source": { "url": "https://...", "source_name": "Gartner", "fetched_at": "2026-03-12T..." } },
      "sam": { "value": "$3B", "confidence": "high", "source": { "url": "https://...", "source_name": "IDC", "fetched_at": "2026-03-12T..." } },
      "som": { "value": "$300M", "confidence": "medium", "source": { "url": "https://...", "source_name": "Internal estimate", "fetched_at": "2026-03-12T..." } }
    },
    "growth_rate": { "value": "15% CAGR", "confidence": "high", "source": { "url": "https://...", "source_name": "Forrester", "fetched_at": "2026-03-12T..." } },
    "key_trends": [
      { "trend": "AI-powered automation", "confidence": "high", "source": { "url": "https://...", "source_name": "TechCrunch", "fetched_at": "2026-03-12T..." } }
    ],
    "key_players": [
      { "name": "Asana", "market_share": "20%", "confidence": "high", "source": { "url": "https://...", "source_name": "Statista", "fetched_at": "2026-03-12T..." } }
    ],
    "opportunities": [
      { "opportunity": "Small business segment underserved", "confidence": "medium", "basis": "Based on competitor focus analysis" }
    ],
    "threats": [
      { "threat": "Market saturation in mid-market", "confidence": "high", "source": { "url": "https://...", "source_name": "Gartner", "fetched_at": "2026-03-12T..." } }
    ]
  },
  "search_record": {
    "search_queries_used": ["SaaS project management market size 2025 2026"],
    "sources_accessed": [{ "url": "https://...", "title": "Market Report 2025", "used_for": "market size data" }]
  },
  "last_updated": "2026-03-12T..."
}
```

### Markdown Report Structure

```markdown
# Market Intelligence Report

## Market Overview
- **Market**: SaaS Project Management
- **Date**: YYYY-MM-DD
- **Geography**: Global

## Market Size
| Segment | Size | Confidence | Source |
|:--------|-----:|:-----------|:-------|
| TAM | $10B | high | Gartner, 2025 |
| SAM | $3B | high | IDC, 2025 |
| SOM | $300M | medium | Internal estimate |

## Key Trends
1. **AI-Powered Automation** - Teams are demanding AI assistance for task management...
2. **Remote Work Collaboration** - Post-pandemic shift continues driving demand...
3. **Industry-Specific Solutions** - Generic tools losing ground to vertical products...

## Key Players
| Company | Market Share | Strength | Weakness |
|:--------|-------------:|:---------|:---------|
| Asana | 20% | Enterprise features | Expensive |
| Monday.com | 18% | UX simplicity | Limited customization |

## Opportunities
- **Small Business Segment**: Underserved by enterprise-focused tools
- **Integration Ecosystem**: Gaps in connecting with specialized tools

## Threats
- Market saturation in mid-market segment
- Platform vendors (Microsoft, Google) adding features

## Strategic Recommendations
1. Focus on small business segment for growth
2. Build deep integrations with developer tools
3. Consider vertical specialization (e.g., for agencies)
```

## Analysis Depth Levels

| Depth | When to Use | What You Get |
|:---|:---|:---|
| `overview` | Quick market check | Market size, 3 trends, 5 key players |
| `standard` | Regular analysis (default) | Full sizing, trends, opportunities, threats, recommendations |
| `deep` | Strategic decisions | Segmentation analysis, buying patterns, vendor landscape, 10+ recommendations |

## Quality Standards

Before delivering, the intelligence should:
- Cover market size (TAM/SAM/SOM) — use "Unknown" if not found, do NOT fabricate
- Identify real trends found through search (no minimum count required)
- List major players found in search results
- Provide actionable opportunities based on real data
- Note significant threats
- **ALL** numeric claims, market sizes, growth rates have source URLs
- **ALL** data points have confidence rating (high/medium/low)
- Facts and inferences are clearly distinguished
- Search record is included proving searches were executed
- Be valid JSON for downstream skills

## Context Integration

**Writes:**
- `docs/product/.ompm/market-analysis.json` - Analysis results for other skills (product-positioning, competitive-analysis)

**Read By:**
- `product-positioning` - Uses market data for positioning strategy
- `competitive-analysis` - References key players for comparison
- `roadmap-planning` - Uses trends for strategic planning

## Example Usage

```
User: "What's the market for AI writing assistants?"
→ Activates market-intelligence for that market

User: "Research the project management software market"
→ Activates market-intelligence with focus on SaaS PM tools

User: "Is the fitness app market growing?"
→ Activates market-intelligence with depth=overview
```

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [kelegele](https://github.com/kelegele)
- **Source:** [kelegele/oh-my-pm](https://github.com/kelegele/oh-my-pm)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-kelegele-oh-my-pm-market-intelligence
- Seller: https://agentstack.voostack.com/s/kelegele
- Browse the marketplace: https://agentstack.voostack.com/browse

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