Coding agents repeatedly spend time rediscovering the same architecture, conventions, dependencies, and decisions. Imprint was built to make that context durable, portable, and reusable.
Imprint connects repositories, tracks them through an evidence extraction and validation lifecycle, and organizes the resulting Project Brains in a local-first workspace. Users can create repository-scoped agents, combine them into ordered workflows, and prepare read-only orchestration requests for Codex or Claude Code. Imprint uses React, TypeScript, Vite, Supabase, local-first browser storage, and a Python repository-processing pipeline. The interface is built from a reusable token-driven component library. Project Brain contracts keep repository identity, lifecycle state, agents, workflows, and operator connections explicit.
The hardest challenge was designing a system that could provide useful repository context without pretending that generated answers were automatically trustworthy. Imprint therefore emphasizes repository identity, lifecycle state, validation, read-only access, explicit scope, and evidence-backed workflows. We built a complete local-first workspace for managing Project Brains, reusable specialist agents, ordered workflows, operator configuration, local profiles, optional Supabase authentication, and a production-ready responsive interface.
Next, we will complete live operator execution, expose inspectable evidence and citations inside the workspace, benchmark Brain-assisted agents against clean baselines, and train the first specialized Imprint model using the prepared Project Brain datasets.
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