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Use when designing futuristic agentic workflows, when wanting AI to proactively act on team communications, or when eliminating the bottleneck of formal specifications
npx skill4agent add coowoolf/insighthunt-skills chatter-driven-development┌─────────────────────────────────────────────────────────────────┐
│ 1. SIGNAL INPUT │
│ Slack messages, meeting transcripts, Reddit complaints │
│ │ │
│ ▼ │
│ 2. INTENT EXTRACTION │
│ Agent parses chatter to identify: │
│ • Bugs • Feature requests • Questions │
│ │ │
│ ▼ │
│ 3. PROACTIVE ARTIFACT GENERATION │
│ Agent drafts: │
│ • Pull Requests • Answers • Analysis │
│ │ │
│ ▼ │
│ 4. HUMAN VERIFICATION │
│ Simple approval interface ("Swipe right" / Merge) │
└─────────────────────────────────────────────────────────────────┘| Principle | Description |
|---|---|
| Ubiquitous Listening | Agent connected to Slack, Email, Meetings as passive observer |
| Context Inference | Parse unstructured chatter to identify actionable items |
| Proactive Execution | Draft PR/answer/analysis BEFORE being explicitly asked |
| Low-Friction Review | Humans approve via simple interfaces, not deep code review |