What problem does it solve?
Use when an agent ends a work session on any AI-DLC project. Trigger on /session-close,
/session_close, "knowledge dump", or when the orchestrator signals end of session. Two paths:
Desktop/Browser agents (CPO, CRO) generate a downloadable session context and hand off to the
CLI agent for vectorization. CLI agents (CTO, Engineering) prompt for the CPO context, merge
into a combined export, and automatically vectorize into the project's KB. Includes FCE
(FORGE'd Context Engine) enhancements: conflict detection, session fingerprinting, decision
decay scoring, dependency tracking, and replay anchors. Works with any KB level (markdown
through hosted vector DB) and any project tracker ( Linear, Jira, GitHub Issues, etc.).
Ensures institutional memory persists across sessions — no knowledge dies when a chat window
closes.
Core Features & Use Cases
- Desktop/Browser path: generate a downloadable session context export for handoff to the CLI.
- CLI path: merge CPO context with CTO context and vectorize into the KB as the single source of truth.
- Replay anchors, decay scoring, dependency tracking, and conflict detection to preserve memory integrity.
Quick Start
Make sure you have an active session, then export the session context using the standard template and hand it to Codey for KB vectorization.