Curates ANIMA's offline knowledge quality — corpus dedup, NLU/intent routing, hallucination resistance, and keeping the host gates green. Use when adding/editing ANIMA knowledge cards, tuning the retrieval cascade or NLU matchers, investigating a hallucination or false-positive, or before shipping ANIMA logic.
Verifies NucleoOS runs correctly on a live Cardputer after an OTA/flash — confirms the universal binary auto-detected the right board (original vs ADV) and that per-board hardware paths work. Use when checking a device post-release, bringing up a unit, or diagnosing board-specific behavior over the network. Read-only…
Reviews NucleoOS firmware (C / C++ / ESP-IDF) changes for the project's specific failure modes — RAM/heap pressure on a no-PSRAM ESP32-S3, task stack sizes, fragmentation, exclusive-mode discipline, and the never-auto-flash rule. Use when a firmware diff needs a careful read before building or flashing, or when asked…
Debug and develop NucleoOS firmware/ANIMA logic on the PC without flashing — the host harness compiles the real C and runs it locally. Use when working on ANIMA (the offline NL assistant), retrieval cascade, NLU, knowledge graph, or any firmware logic, and when deciding how to verify a change. Lists the gate suites to…
Scaffold and implement a NucleoOS native firmware app (C++) correctly — anti-flicker, poll handler, RAM discipline, input routing, registration. Use when creating or fixing a native app in firmware/components/nucleoapp/.
Scaffold a new NucleoOS web app correctly — manifest, www assets, registry entry, ANIMA launch aliases, i18n, icon — so it shows up, launches by name, and passes validation. Use when adding a new app to the OS, creating an app folder, or wiring an existing app folder into the registry.
Build and ship NucleoOS to BOTH Cardputer units — the original and the ADV — in one pass. Use when the user wants to release/build/OTA/flash for both boards, the ADV and non-ADV Cardputers, or two devices at once. Encodes the key fact that it's ONE universal binary (runtime board auto-detect), so you build once and…
Build, gate, and ship NucleoOS to the Cardputer — firmware via OTA and the web/SD payload via the device file API. Use when the user asks to release, deploy, flash, OTA, sync the SD, or push a web app to the device. Covers the one-command release, firmware-only and SD-only paths, and the gotchas (PIN, .gz shadowing…
How to verify a NucleoOS change actually works before claiming done or releasing — the full preflight matrix (registry/manifest validation, i18n, gzip parity, API spec drift, ANIMA gate, app tests) plus running the device simulator for web changes. Use when finishing a change, before a release, or when asked to…
Claude Code instructions for indecenti/NucleoOs, covering nucleoos — working notes for claude, hard constraints — design for the worst case, repository layout, default dev loop — host first, flash last and build / release — via ota + web api, not serial.
Add timer-based scheduled tasks, periodic reminders, scheduled agent wake-ups, fixed IM messages, or scheduled Lua script runs. Prefer to use this skill rather than calling scheduleradd and addrouterrule directly.