← ClaudeAtlas

community-signalslisted

Extract leads from developer forums (Hacker News, Reddit) by detecting intent signals — alternative seeking, competitor pain, scaling challenges, DIY solutions, and migration intent. Scores users by intent strength and cross-platform presence.
gooseworks-ai/goose-skills · ★ 727 · Data & Documents · score 85
Install: claude install-skill gooseworks-ai/goose-skills
# Community Signals Extract high-intent leads from developer community forums by detecting buying signals in public discussions. Currently supports Hacker News and Reddit. ## When to Use - User wants to find leads from developer communities or forums - User wants to identify people publicly expressing pain with competitors - User wants to find people asking "what tool should I use for X" - User mentions Hacker News, Reddit, Stack Overflow, or developer forums as lead sources - User describes prospects who discuss tools, complain about solutions, or ask for recommendations in public forums - User wants to find developers who built DIY/hacky solutions for problems the user's product solves ## Prerequisites - Python 3.9+ with `requests` and optionally `python-dotenv` - Apify API token in `.env` (for Reddit scraping) - No auth needed for Hacker News (free Algolia API) - Working directory: the project root containing this skill ## Phase 1: Collect Context ### Step 1: Gather Product & ICP Information Ask the user for the following. Do NOT proceed without this — the entire query generation depends on it. > "To find the right leads from developer communities, I need to understand: > 1. **What does your product do?** (one-liner) > 2. **Who are your competitors?** (list the main ones) > 3. **What specific problems does your product solve?** (the pain points) > 4. **Who is your ideal buyer?** (role, company type, tech stack) > 5. **Any specific technologies or keywords** associ