Plan2Prompt

Problem it solves

Founders and developers spend weeks scoping, writing specs, and figuring out where to start. There's no structured way to go from a raw idea to actionable build instructions without expensive consultants or lengthy discovery phases. Once building starts, there's no system to track execution, handle failures, or maintain traceability back to requirements.

Who it's for

Non-technical founders who want to validate ideas before hiring developers. Solo developers who want structured plans instead of ad-hoc building. Teams that need a repeatable, traceable process for going from concept to code — with IDE agent support.

Key features

• Multi-provider AI consensus — ideas reviewed by multiple models independently, reducing bias and blind spots
• Structured pipeline enforcement — each stage must complete before the next begins
• IDE-specific build instructions tailored for Replit, Cursor, Lovable, Antigravity, Warp, and Generic
• Execution session tracking with step-by-step progress, failure classification, and recovery guidance
• Clarification contracts that escalate blockers between pipeline stages with deterministic deduplication
• MCP server (v1.2) with 11 tools for IDE agents to drive sessions, complete steps, and resolve blockers
• Full traceability — every build instruction links back to a requirement, every requirement to the original idea
• Project-scoped collaboration with owner, collaborator, and viewer roles

Capabilities