Analyze harvested trend data and generate prioritized build opportunities for new skills/apps (P0/P1/P2) with implementation hints. Use when user wants actionable project direction from continuous trend scraping.
Scanned 9/10/2026
Install to Claude Code
Skills Directorynpx -y skills add luokai0/ai-agent-skills-by-luo-kai --skill build-opportunity-scout --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: build-opportunity-scout
description: Analyze harvested trend data and generate prioritized build opportunities for new skills/apps (P0/P1/P2) with implementation hints. Use when user wants actionable project direction from continuous trend scraping.
---
# Build Opportunity Scout
Turn trend feed noise into actionable build queue.
## Inputs
- `/root/.openclaw/workspace/data/harvest/feature_patterns.json`
## Outputs
- `/root/.openclaw/workspace/data/harvest/opportunities.json`
- `/root/.openclaw/workspace/data/harvest/opportunities.md`
## Run
```bash
python3 /root/.openclaw/workspace/skills/build-opportunity-scout/scripts/scout.py
```
## What it generates
For each opportunity:
- title
- type (skill/app)
- priority (P0/P1/P2)
- impact (1-5)
- effort (1-5)
- score
- why_now
- mvp_steps
## Operator rules
- Prefer practical opportunities with clear MVP steps
- Keep output concise and execution-first
- Deduplicate similar ideas
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Use this skill when developing or maintaining browser extension code in the `browser/` directory, including Chrome/Firefox/Edge compatibility, content scripts, background scripts, or i18n updates.
