brainiac

Connect this repository to the org's Brainiac memory. Pairs the repo with the Brainiac console (device-flow approval), writes a project-scoped API key into .env without ever displaying it, verifies connectivity end to end, enriches CLAUDE.md/AGENTS.md with memory conventions, and optionally registers the MCP server and syncs the org's skill library. Safe to re-run.

Session-after-session product perfection loop. The strongest available model (Fable) directs — it walks the repo's context map context-by-context, proposes 5 challenged, high-value directions per context (features, design elevations, significant optimizations), gates them with the user until 10 are accepted, then orchestrates builder subagents (model sized to the work — Sonnet for S/M briefs, Opus for L or high-risk ones) per context in isolated worktrees while making every review/merge decision itself. All state lives in a linked Obsidian vault so any future session resumes the loop exactly where the last one stopped. Invoke with `/perfect [init|propose|build|status|reflect] [context-name]`.

Simulated User Acceptance Testing for Brainiac, run as a controlled trial inside a simulated multi-stack engineering company rather than a feature walkthrough. Characters are developers (Rust/TS/Python/infra) doing real coding work; every journey runs in three arms — cold agent, Claude's native local memory (the free baseline), and Brainiac — and the verdict is the DELTA, which is allowed to come out negative. Two chronological certification levels: L1 theoretical (over a code-derived model of what an agent actually receives, cheap + mass-parallel) then L2 empirical (live server + workers + real agent sessions against the Meridian company). Ships a Harm Ledger alongside findings. Per-run specifics live in the repo's uat/ overlay. Invoke with `/uat init|update|run|promote [args]`.

Iteratively prototype a console page/component through directional variants behind a tab switcher, then consolidate the winner. Use when the user wants to explore multiple design approaches for a Brainiac console surface (visual appeal, creativity, UX clarity).