2026
Research wiki 3 — Search over the same files
Same plain-files research wiki as Parts 1–2. When search by meaning helps, when to open a written page or use grep, and how I sync and rank results without replacing the wiki.
Hooks start things — they don't do them
Two OpenClaw failures, one ownership mistake: a skill and a hook both started the same agent, then a blocking execSync froze the gateway.
Research wiki 2 — OKF for a machine-maintained wiki
Agents maintain this audio ML wiki on a server. OKF as the file contract — typed pages, path-as-ID, plain links, per-dir indexes — plus a local schema so the map stays readable and diffable.
Research wiki 1 — Agents as jobs
Scheduled ingest into a compounding research wiki for audio ML — the job graph, what each piece does, and which second-brain complexity I refuse.
mir-guide: orientation map for MIR
github.com/The-Orchestral-Pit/mir-guide
Fragmenta: local music diffusion with a live sampler
github.com/MAz-Codes/Fragmenta
MULTIVOX in mirdata — a Track API for a circle of singers
What mirdata is for, why MULTIVOX got a loader, and how SingerPosition + Track turn a multimodal take into callable objects.