Build or change a backend with stitchkit — the contract-first framework where one defineContract() becomes an HTTP API, MCP tools, AI-agent tools, a CLI and a typed client. Use this whenever working in a project that depends on stitchkit: defining or editing a contract, implementing handlers, exposing endpoints as MCP…
Cognitive framework that transforms AI agents into senior architects — evidence-first system understanding, honest uncertainty mapping, and architecture reasoning before action. Use when an agent must understand a codebase, map architecture, produce handoff notes, propose changes, or turn an idea into a reviewable…
Contract-driven, design-first quality guardrails for AI-assisted full-stack development. Prevents project chaos at scale by enforcing a five-layer protection system: Design → Contract → Implementation → Verification → PM. Use when: starting a new full-stack project, planning a non-trivial feature, dispatching…
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originalMIT
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