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Claude Skills by archetypeai
github.com/archetypeai11 skills0 installs2 views
- Atai Anomaly Discovery AgentRun Archetype AI's managed Anomaly Discovery (AD) agent over the Agents API — upload a prepared sensor CSV, resolve the pre-packaged "AD Quick Start" bundle by name (a fitted LOF detector and its threshold are already pinned), run it, poll, download a per-window anomaly score. Use when the user wants to flag "this no longer looks like normal operation" from **normal-only reference data** — no fault library, no labelled examples of the thing being detected, because none exist. Covers the resol...Votes: 0GitHub stars: 6
- Atai Manual Generation AgentRun Archetype AI's managed Manual Generation (MGA) agent over the Agents API — upload a procedure video, create a bundle from the canonical `mga` blueprint, run it, poll, download an ordered, timestamped manual. Use when the user has a recording of a procedure (a repair, an assembly, a workflow) and wants the platform to turn it into step-by-step instructions traceable back to the video. Covers video suitability (the ~5-minute ceiling, the audio-track requirement), the bundle request shape (`...Votes: 0GitHub stars: 6
- Atai Operational State Monitoring Agent Data PrepPrepare labelled sensor recordings for Archetype AI's Operational State Monitoring (OSM) agent, locally and with no API key: put every recording on an exact sample grid (split at gaps, never interpolate across one), attach one state per row, check that the sensor can actually tell the states apart, split recordings into library / validation / test / delivery by group, z-score from the library only, and write the role files the OSM platform accepts (one training file per state, continuous scor...Votes: 0GitHub stars: 6
- Atai Operational State Monitoring AgentRun Archetype AI's Operational State Monitoring (OSM) agent over the Agents API, on two paths. Path 1 — run a maintained, pre-packaged "OSM Quick Start" bundle (the Volve six-state classifier + windowing already pinned; plain or with per-window Omega embeddings): upload a sensor CSV, resolve the bundle by exact name, run, poll, download per-window state predictions, score against a ground-truth sidecar. Path 2 — build an OSM agent on YOUR OWN labelled data: from role files (library / validati...Votes: 0GitHub stars: 6
- Atai Newton Omega Nvidia NemotronPair Archetype AI's Omega encoder (`OmegaEncoder::omega_embeddings_1_4` over `/query`) with NVIDIA Nemotron on NVIDIA's hosted API (`integrate.api.nvidia.com`) — Omega + client-side KNN decide what state a sensor window is in, Nemotron explains it in operator language. Use this skill when the user wants an LLM to turn Omega/KNN verdicts into fault briefs, suggested operator actions, or alert summaries with NVIDIA Nemotron. Covers the "Omega senses, Nemotron explains" split (Nemotron gets verd...Votes: 0GitHub stars: 6
- Atai Design SystemBuild the front-end for a Newton demo with the Archetype AI Design System — the published, versioned packages (`@archetypeai/ds-lib-tokens`, `@archetypeai/ds-ui-svelte-console`, `@archetypeai/ds-ui-svelte-labs`) and the `ds` scaffolding CLI (`@archetypeai/ds-cli`) — instead of hand-rolling tokens, components, fonts, or brand styling. Use this skill when the user wants to scaffold a new dashboard/UI, add the design system to an existing SvelteKit app, or pull in branded primitives (menubar, lo...Votes: 0GitHub stars: 5
- Atai Newton Fusion ModelCall Newton's C 2.6 fusion model (`Newton::c2_6_8b_fp8_260424d7a55d5e`) on the prod `/query` endpoint with text, image, and video inputs in a single stateless request — no session, no batch job, no SSE plumbing. Use this skill when the user wants per-call multimodal reasoning (describe an image, summarize a clip, classify a state from sensor + visual context) without managing session lifecycle, or when they need the Newton C checkpoint that reasons over video frames via `/query`. Covers the r...Votes: 0GitHub stars: 5
- Atai Newton Omega Model Data PrepClean, split, and featurize multivariate time-series data before embedding it with the Omega model. Bundles three reusable building blocks: `DataPreprocessor` (diagnose timestamp regularity, gaps, and nulls; build continuous gap-aware temporal blocks with imputation), `DataSplitter` (out-of-time or random train/test split that respects temporal order), and `FeaturePreparer` (pivot per-sensor embeddings into a "joint state" (X, y, metadata) matrix with optional L2 / standardization / PCA). Use...Votes: 0GitHub stars: 5
- Atai Newton Omega ModelGet time-series embeddings from Archetype AI's Omega encoder (`OmegaEncoder::omega_embeddings_1_4`) over the prod `/query` endpoint — send a window of sensor readings, get back a fixed-size vector per channel, no batch job and no session. Use this skill when the user wants to embed multivariate sensor windows (vibration, flow, pressure, network, etc.) for lightweight downstream ML — KNN classification, anomaly scoring, similarity search, or 2D projection — done client-side over the embeddings...Votes: 0GitHub stars: 5
- Atai Rare Event Detection AgentRun Archetype AI's managed Rare Event Detection (RED) agent over the Agents API — upload a sensor CSV, resolve the pre-packaged "RED Quick Start" bundle by name (its nearest-prototype classifier and windowing are already pinned), run it, poll status + audit events, download per-window event predictions. Use when the user wants fully-managed, server-side detection of a *named* rare fault recurring — equipment breakdowns, process excursions — from a handful of labelled examples. Covers name-bas...Votes: 0GitHub stars: 5
- Atai Task Verification AgentRun Archetype AI's managed Task Verification (TVA) agent over the Agents API — upload a recording AND a reference procedure (an SOP), create a bundle from the `tva` blueprint, run it, poll, download a per-step PASSED / FAILED / MISSING verdict per step. Use when the user has a recording of work that should have followed a known procedure and wants to know whether each step was performed — assembly QA, maintenance sign-off, training assessment, SOP compliance. Covers the runtime SOP input (one...Votes: 0GitHub stars: 5