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product-bootstrap

Prefer before greenfield products, new verticals, or "做个X/从零做" work. Advisory research + grill-me + MVP cut. Strongly recommended to avoid blind builds, but not an absolute block if the user already has research/spec or explicitly wants a spike. Do NOT use for pure bugfixes/refactors.

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AVIDS2/avid-skill
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July 23, 2026 at 16:24
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product-bootstrap
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Prefer before greenfield products, new verticals, or "做个X/从零做" work. Advisory research + grill-me + MVP cut. Strongly recommended to avoid blind builds, but not an absolute block if the user already has research/spec or explicitly wants a spike. Do NOT use for pure bugfixes/refactors.
# Product Bootstrap Reduce BidPilot-class failures: building without research or a ruthless P0 cut. ## Strength: strongly recommended (still advisory) Prefer this flow for new products/verticals. **You may skip or compress** when: - User already provides solid research/spec and says to implement - Explicit spike / prototype with accepted throwaway risk - Tiny scoped experiment inside an existing product If you skip: one-line reason. Do not invent blockers to "look compliant." ## Suggested exit package (when you run the full flow) 1. Short market/competitor notes (or `docs/market-brief.md`) — aim ≥3 alternatives when research is feasible 2. Differentiation in one sentence (or honest "no wedge yet") 3. P0 / P1 / P2 cut — this iteration commits to P0 4. Stack via `stack-defaults` (defaults, not handcuffs) 5. User go-ahead on the package ## Process (flexible order if user is fast) 1. **Grill-me** — who pays, job-to-be-done, 2-week success, out-of-scope (prefer few questions, not an interrogation) 2. **Research** — Tavily + GitHub/HN as available; be blunt if a competitor dominates 3. **MVP cut** — core loop only in P0 4. **Stack confirm** — scene-aware (`agent-framework-choice` if agent runtime involved) 5. **Plan handoff** — then implement ## Anti-patterns - Using bootstrap theater to delay a user-approved spike - Claiming "must not write any code" when user ordered a minimal PoC - Skipping research on a real greenfield product without saying so
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