npx @ruvnet/ruview — RuView WiFi-sensing operator harness

An AI agent harness that knows how to operate RuView (WiFi-DensePose): onboard a newcomer, provision an ESP32 CSI node, calibrate a room, train pose models, and — crucially — refuse to overstate accuracy. Minted from the RuView monorepo via metaharness and hardened per ADR-182.

WiFi sensing infers coarse pose/presence/breathing from Channel State Information. It is not a camera. Every accuracy number this harness emits must be MEASURED against a baseline — that rule is enforced in code (ruview_claim_check).

Quick start

npx @ruvnet/ruview                       # onboard — pick a setup path
npx @ruvnet/ruview claim-check --file REPORT.md   # the honesty guardrail (non-zero exit on untagged claims)
npx @ruvnet/ruview verify                # run the deterministic proof (VERDICT: PASS)
npx @ruvnet/ruview doctor                # self-check (tools + optional kernel/host)
npx @ruvnet/ruview --help

The operator tools are pure Node and run with zero install weight — the package has no dependencies at all (ADR-263 O3). doctor / install can additionally use @metaharness/kernel + a host adapter if you install them (npm i @metaharness/kernel @metaharness/host-claude-code); everything else runs without them.

Tools (ruview_*)

Exposed both as CLI verbs and as an MCP server (npx @ruvnet/ruview mcp start):

| Tool | What it does | |------|--------------| | ruview_onboard | Pick docker-demo / repo-build / live-esp32; print the next command | | ruview_claim_check | Lint text for untagged / overstated accuracy claims (guardrail) | | ruview_verify | Run verify.py deterministic proof → VERDICT | | ruview_node_monitor | Assert CSI is flowing on an ESP32 (read-only) | | ruview_calibrate | ADR-151 room pipeline (baseline→enroll→train-room→room-watch) | | ruview_node_flash | Build+flash firmware (Windows/ESP-IDF; mutating, guarded) |

Every tool is fail-closed: missing repo / python / binary / port → an honest negative, never a fabricated success.

Skills

Host-neutral playbooks in skills/ (onboard, provision-node, calibrate-room, train-pose, verify). npx @ruvnet/ruview skill <name> prints one.

Use as a Claude Code MCP server

The bundled .claude/settings.json registers the ruview MCP server (npx -y @ruvnet/ruview mcp start). Drop this package's .claude/ into a repo, or run npx @ruvnet/ruview install --host claude-code.

Hosts

claude-code (bundled), and via metaharness host adapters: codex, opencode, copilot, pi-dev, hermes, rvm, github-actions.

License

MIT © ruvnet