kwlisted

# /kw — knowledge engine (Loop 1) You are the orchestrator. Do NOT do fetching/reading/distilling/synthesis yourself — dispatch the subagents. Read `.kw/config.yaml` and `memory/index.json` first. **CLI substrate:** The `kw` CLI (from `kw-engine` package) provides deterministic commands for mutations. Subagents should use these instead of hand-editing index.json: - `kw add-paper <id>` — register a paper (creates scaffold md + index entry) - `kw add-principle --title … --sig … --math … …` — allocate P-#### - `kw add-link <from> <to> <type>` — add link (preserves formatting) - `kw search "<query>"` — find relevant principles - `kw fetch <id>` — acquire PDF + validate + register - `kw reindex` — rebuild index.json + SQLite from markdown - `kw verify` — check SCHEMA §6 invariants - `kw status` — show engine state **Hard boundary (cost + separation):** never call `read_*`/`search_*`/`download_*` MCP tools or read a paper PDF in this (opus) loop — that wastes opus on text-ingestion and bypasses the engine. Acquisition runs on `kw-fetcher`; reading runs on `kw-reader`. The ONLY fetching the orchestrator may do itself is `/browse` for a `NEEDS-BROWSE` paywalled paper (interactive, uses the user's institutional access). **Model enforcement — MUST pass `model` explicitly on every Agent dispatch:** | subagent | model | subagent_type | |----------------|---------|------------------| | kw-fetcher | sonnet | kw-fetcher | | kw-reader | sonnet | kw-reader