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https://github.com/thomaschang-avez/media-brief-builder.git","ecosystem":"git"},"examples":[{"kind":"example","language":"text","snippet":"Google Form → Apps Script → POST /brief\n                                  ↓\n                         Flask webhook (202 fire-and-forget)\n                                  ↓\n              ┌───────────────────────────────────────┐\n              │           CrewAI Pipeline             │\n              │                                       │\n              │  Agent 1: Reporter Intelligence       │\n              │    → scrape reporter page             │\n              │    → extract headshot, bio, coverage  │\n              │    → Glean search as fallback         │\n              │                                       │\n              │  Agent 2: Client Memory Bank          │\n              │    → 6× Glean searches                │\n              │    → extract talking points verbatim  │\n              │    → pull boilerplate + FAQ           │\n              │                                       │\n              │  Agent 3: News Desk                   │\n              │    → Serper news search               │\n              │    → 3 relevant articles + bullets    │\n              │                                       │\n              │  Agent 4: Senior PR Strategist        │\n              │    → assemble full brief JSON         │\n              │    → opportunity, Q&A, logistics      │\n              │                                       │\n              │  Agent 5: QA (deterministic Python)   │\n              │    → validate schema, counts, labels  │\n              │    → no LLM — instant and reliable    │\n              └───────────────────────────────────────┘\n                                  ↓\n                    brief_builder.py → Google Doc\n                                  ↓\n                    Slack DM → submitter + admin"},{"kind":"example","language":"bash","snippet":"cp .env.example .env\n# Fill in your values (Glean, GCP, Slack, Drive)\npip install -r requirements.txt\npython3 app.py"}]}}