Signal Detection Pipeline
Detect buying signals from multiple sources, qualify leads, and generate outreach context
by Athina AIInstall gooseworks: https://gooseworks.ai/install.md # then, in Claude Code, Cursor, or Codex: /gooseworks use the signal-detection-pipeline skill
Signal Detection Pipeline
Monitor multiple signal sources to find companies actively in-market for your client's solution. Combine signals for higher-confidence leads.
When to Use
- "Find companies that might need [our product]"
- "Run signal detection for [problem area]"
- "Find buying signals in [industry/topic]"
Signal Sources
Run the sources relevant to the client's ICP. Each is independent — run in parallel.
Job Posting Signals (Strongest)
Skill: job-posting-intent
Companies hiring for roles in the problem area = budget allocated and pain acknowledged.
- Input: Job keywords, ICP criteria
- Output: Qualified companies with outreach angles
Funding Signals
Skill: funding-signal-monitor
Recently funded companies = budget available, growth mandate.
- Input: Industry, funding stage filter
- Output: Funded companies with timing context
Conference Attendance Signals
Skill: luma-event-attendees
People attending events in the problem space = actively engaged.
- Input: Event URLs or topic search
- Output: Person/company list
Reddit Pain Signals
Skill: reddit-post-finder
People complaining about or discussing the problem = experiencing the pain.
- Input: Keywords, relevant subreddits
- Output: Posts with authors, context
LinkedIn Content Signals
Skill: linkedin-post-research + linkedin-commenter-extractor
People posting about or engaging with the problem = thought leaders or practitioners.
- Input: Keywords, time frame
- Output: Posters and commenters with engagement data
Combining Signals
After running relevant sources:
- Deduplicate companies appearing across multiple signals (multi-signal = strongest leads)
- Score each lead: assign signal strength based on source quality and recency
- Job posting + funding = highest intent
- LinkedIn post + Reddit complaint = validated pain
- Single conference attendance = lowest (awareness only)
- Enrich top leads with web search for company details
- Consolidate into a single Google Sheet: Company, Signal Sources, Signal Strength, Context, Outreach Angle
- Prioritize companies with multiple signal types
Human Checkpoints
- After combining signals: Review consolidated list before outreach
What's included
Create Kinetic Typography
Render a deterministic text-only video ad from approved copy, font, colors, timing and CTA. Use when a brand needs an animated message without product photography or a creator.
Render Hook Replacement
Replace an existing video's opening with a supplied clip or free kinetic text hook while retaining and verifying every original body frame, audio, captions and ending. Use for surgical hook tests rather than regenerating the complete ad.
Video Production Harness
Full video production sequence with script review, actual ingredient choices, controlled generation, editing, evidence-based quality review, polish, captions and delivery. A host binding supplies project storage, authentic approvals, provider access and billing.