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brain-trinity
Stage 4 + stage-5 signal
Robotics track only

Brain Trinity

Systematizing cognitive load distribution + a domain-adaptation mechanism

Wiki pages
56+
AI-written
100%
AI tooling
Claude Code only
Problem

To keep my biological brain on the important work, the 'important but doesn't need to live in working memory' content had to be offloaded to an external system. Plain note apps are searchable but don't synthesize, link, or re-use (trigger: Karpathy's LLM Wiki video).

System

Karpathy-style LLM Wiki 3-layer (immutable raw/ + AI-compiled wiki/ + derived Output/) + Claude Code as the only collaborator + a skill system (ingest/lint/query) + a frontmatter schema + auto-updating index/log + Obsidian graph + auto-syncing MEMORY. 100% AI-written; the user's input is just prompt chat.

Impact

56+ wiki pages and counting; every ingest triggers automatic cross-linking, raw-frontmatter sync, and index/log updates. This resume, the self-diagnosis, and the 6 project briefs are themselves the living evidence of Brain Trinity's stage-4 automatic operation. Bundling internal projects (sdpe + lumir-sar-platform) on top would open a stage-5 in-house systemization flow.

Honesty note (for interviews)

There's no in-company project that runs on Brain Trinity directly yet — bundling sdpe + lumir-sar-platform is still at the planning stage. That said, this resume, the self-diagnosis system, and the entity pages themselves are living evidence of its stage-4 automatic operation.

Keywords
Cognitive load distributionKarpathy /raw patternClaude Code onlySkill systemAuto-syncing MEMORYDomain-adaptation mechanism