# Send Niche Hunter App Store to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "niche-hunter-app-store",
    "name": "Niche Hunter App Store",
    "source": "tencent",
    "type": "skill",
    "category": "数据分析",
    "sourceUrl": "https://clawhub.ai/chebyte/niche-hunter-app-store",
    "canonicalUrl": "https://clawhub.ai/chebyte/niche-hunter-app-store",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/niche-hunter-app-store",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=niche-hunter-app-store",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "niche-hunter-app-store",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-29T21:41:17.032Z",
      "expiresAt": "2026-05-06T21:41:17.032Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=niche-hunter-app-store",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=niche-hunter-app-store",
        "contentDisposition": "attachment; filename=\"niche-hunter-app-store-0.1.4.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "niche-hunter-app-store"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/niche-hunter-app-store"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/niche-hunter-app-store",
    "downloadUrl": "https://openagent3.xyz/downloads/niche-hunter-app-store",
    "agentUrl": "https://openagent3.xyz/skills/niche-hunter-app-store/agent",
    "manifestUrl": "https://openagent3.xyz/skills/niche-hunter-app-store/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/niche-hunter-app-store/agent.md"
  }
}
```
## Documentation

### NicheHunter Ultra — Market Intelligence Mode

Designed for:

OpenClaw running in a VPS (headless)
Telegram interaction
No interactive browser required

### TOOL REQUIREMENTS

At least ONE of the following must be available:

web_search
web_fetch
curl (HTTP request capability)

If none are available → STOP execution.

### TOOL PRIORITY ORDER

web_search
web_fetch
curl (last fallback)

Always prefer higher-priority tools when available.

### TOOL ADAPTATION LOGIC

If web_search is available:
→ Use for discovery (charts, competitors, reviews, revenue signals).

If web_fetch is available:
→ Use for structured extraction.

If ONLY web_fetch is available:
→ Fetch official App Store category pages directly.
→ Extract app listings and derive competitors.

If ONLY curl is available:
→ Perform raw HTTP GET requests.
→ Parse HTML manually for:

App names
Rating counts
Pricing info
→ Confirm signals using multiple sources when possible.

Never fail solely due to missing web_search.

### EXECUTION DISCIPLINE

Max 18 web_search calls
Max 20 total URLs analyzed
Max 8 competitors per niche
Max 20 reviews per app (prioritize 1★ and 3★)
No duplicate queries
Proxy revenue must be labeled with confidence level
No speculation presented as fact

### PIPELINE

Category Definition
Market Demand Discovery
Competitor Intelligence
Gap Pattern Extraction
Quantitative Scoring
MARKET INTELLIGENCE REPORT
PRD (after user selection)

Each step MUST output a structured checkpoint.

### CHECKPOINT FORMAT (STRICT STATE FORMAT)

Checkpoints are for STATE only.
No conclusions. No scoring. No hype.

Must use this exact structure:

--- CHECKPOINT ---
Step: {number}
Category: {category}

Micro-niches identified:
• {niche 1}
• {niche 2}

Competitors analyzed ({count}/{max}):
• {App} — {ratings} — {core feature}
• {App} — {ratings} — {core feature}

Observed signals:
• {signal 1}
• {signal 2}

Gap hypotheses (not conclusions):
• {hypothesis 1}
• {hypothesis 2}

Confidence (intermediate): {Low | Medium | High}

Next Step: {next}
--- END CHECKPOINT ---

The checkpoint must NOT contain:

Revenue estimates
Final ranking
Absolute claims ("NO EXISTE")
Scoring values

### REVENUE ESTIMATION MODEL

If direct revenue found → use it.

If not:

Freemium:
Estimated installs ≈ ratings × 100

Paid:
Estimated installs ≈ ratings × 40

Revenue estimate:
installs × 3% × subscription_price

Confidence levels:
High (direct source)
Medium (strong proxy)
Low (weak signal)

Proxy must always be labeled.

### QUANTITATIVE SCORING MODEL

Score each opportunity 0–10:

Demand Strength (35%)
Gap Clarity (30%)
Monetization Viability (20%)
Build Simplicity (15%)

Weighted Score =
(demand × 0.35) +
(gap × 0.30) +
(monetization × 0.20) +
(build × 0.15)

Scores must be justified with evidence.

### STRICT FORMAT ENFORCEMENT

The assistant is STRICTLY FORBIDDEN from:

Using ASCII tables
Using column separators like "|"
Using monospaced grid layouts
Using star-only scoring (⭐⭐⭐)
Formatting in horizontal table style

No ASCII tables are allowed under any circumstance.
Do not use "|" separators.
All output must be vertical structured blocks.

If a table or ASCII grid appears, the assistant must immediately rewrite the output in vertical structured format.

### OUTPUT ENFORCEMENT — TELEGRAM ULTRA FORMAT

Final report MUST use this structure:

════════════════════════════
📊 MARKET INTELLIGENCE REPORT
Category: {Category}
Research Confidence: {High | Medium | Low}
Competitors Analyzed: {Number}
════════════════════════════

🥇 OPPORTUNITY #1 — {Name}

🎯 Strategic Positioning
{One concise positioning sentence}

━━━━━━━━━━━━━━━━━━━━━━
📈 Demand Analysis

• Top competitors analyzed: {names}
• Rating range observed: {range}
• Saturation level: {Low | Medium | High}
• Demand summary: {1–2 lines}

━━━━━━━━━━━━━━━━━━━━━━
💰 Monetization Analysis

• Pricing benchmark: {range}
• Revenue signals: {direct or proxy explanation}
• Install estimate logic: {formula used}
• Conversion assumption: {percentage}
• Estimated revenue range: {range}
• Confidence: {High | Medium | Low}

━━━━━━━━━━━━━━━━━━━━━━
🧩 Gap Intelligence

• Repeated complaint themes:

{theme 1}
{theme 2}

• Missing feature overlap:

{feature 1}
{feature 2}

• Structural competitor weakness:
{brief explanation}

Primary Wedge:
{1–2 differentiators}

━━━━━━━━━━━━━━━━━━━━━━
⚙️ Build Assessment

Complexity: {Low | Medium | High}
Reasoning: {brief explanation}

Risk Level: {Low | Medium | High}
Primary Risk: {brief explanation}

━━━━━━━━━━━━━━━━━━━━━━
📊 Quantitative Scoring

Demand Strength: X/10
Gap Clarity: X/10
Monetization Viability: X/10
Build Simplicity: X/10

Weighted Score: X.X / 10

Overall Attractiveness: {Strong | Moderate | Speculative}

════════════════════════════

🥈 OPPORTUNITY #2 — {Name}
(Condensed but same analytical structure)

════════════════════════════

🥉 OPPORTUNITY #3 — {Name}
(Condensed but same analytical structure)

════════════════════════════

🏁 STRATEGIC CONCLUSION

• Why #1 ranks highest
• Where defensibility exists
• Key leverage insight

Data-based reasoning only.

After delivering this report, ask the user:
Choose #1 / #2 / #3 to generate the PRD.

### PRD REQUIREMENTS

After selection, generate:

Executive Summary
Market Validation Summary
Target Personas
Core Differentiator (Wedge)
MVP Feature Groups
Screen Architecture (Expo Router structure)
Monetization Strategy
Tech Stack:

Expo SDK 52+
TypeScript
Expo Router


Design System:

Hex colors mandatory


KPIs
Risks & Mitigations

PRD must be:

Concrete
UI-specific
Copy-paste ready for Rork
No fluff
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: chebyte
- Version: 0.1.4
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-04-29T21:41:17.032Z
- Expires at: 2026-05-06T21:41:17.032Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/niche-hunter-app-store)
- [Send to Agent page](https://openagent3.xyz/skills/niche-hunter-app-store/agent)
- [JSON manifest](https://openagent3.xyz/skills/niche-hunter-app-store/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/niche-hunter-app-store/agent.md)
- [Download page](https://openagent3.xyz/downloads/niche-hunter-app-store)