vishal-kr-barnwal

Context-driven development methodology for organized, spec-first coding. Use when: - Project has a `cadre/` directory - User mentions specs, plans, tracks, or context-driven development - Files like `cadre/tracks.json`, `cadre/product.json`, or `cadre/workflow.json` exist - User asks about project status, implementation progress, or track management - User wants to organize development work with TDD practices - User asks for a `cadre-*` workflow (setup, newtrack, implement, debug, status, revert, validate, flag, revise, review, ship, land, archive, release, handoff, refresh, formula, artifacts) - User mentions documentation is outdated or wants to sync context with codebase changes - Project is a polyrepo control repo (`cadre/repos.json` with mode "polyrepo") spanning git-submodule product repos Interoperable across Claude Code, OpenAI Codex, Copilot, and Antigravity. Uses native Cadre state for persistent task memory across sessions.