AI ENGINEERING LAB 2026 / Personal R&D

Gun-Wiki Brain

A wiki-first hybrid knowledge system that keeps decisions, notes, patterns, and context reusable across OpenClaw, Hermes, and other AI tools.

01 / PROBLEM

AI-assisted work loses continuity when project context is scattered across chats, repos, local notes, and ad-hoc summaries.

02 / ACTION

Built a wiki-first hybrid flow: raw captures preserve evidence, staging turns session-specific work into reusable notes, stable wiki pages hold durable knowledge, and memory keeps only small pointers for fast recall.

03 / RESULT

The operating model keeps project context reusable across OpenClaw, Hermes, Codex, Claude Code, Antigravity CLI, local LLMs, and future tools without fragmenting the source of truth.

Knowledge Systems Context Engineering Hybrid Retrieval Model-Neutral Workflow