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About Skills

A skill is a piece of structured guidance — name, description, trigger keywords, and a body of instructions — that a coding assistant reads when it detects a matching intention in the user's prompt. cuvis-ai-agentic-skills ships eight such skills for cuvis.AI.

Each skill follows the same shape:

  • A description — when the skill triggers, what it produces, what it doesn't do.
  • A deliverable contract — a YAML, a node + test file, a deployment-ready transformation. Skills produce artifacts, not free-text answers.
  • Cross-references to other skills — pipeline authoring hands off to inference; node design hands off to plugin packaging; everything defers runtime setup to cuvis-ai-env.

How skills compose

The eight skills form a directed graph of hand-offs:

cuvis-ai-env  (runtime; underpins everything)
   │
   ├─ cuvis-ai-node     ──► cuvis-ai-plugin
   │
   ├─ cuvis-ai-pipeline ──► cuvis-ai-pipeline-visualize
   │                    └─► cuvis-ai-inference ──► cuvis-ai-pipeline-to-cuvisnext
   │
   └─ cuvis-ai-training ──► cuvis-ai-inference

  • cuvis-ai-pipeline emits a pipeline YAML, then auto-invokes cuvis-ai-pipeline-visualize so you lay eyes on the diagram before reviewing the YAML.

  • cuvis-ai-inference runs the pipeline on cu3s data; Path 2 of inference hands off to cuvis-ai-pipeline-to-cuvisnext when the target is cuvis.next.

  • cuvis-ai-training builds on a wired pipeline and produces a trainrun.yaml plus orchestration script.

  • Every skill that runs Python defers runtime setup to cuvis-ai-env — it reads ./.cuvis-ai-env.json before any uv run command and invokes cuvis-ai-env if the file is absent or invalid.

Trigger model

Skills auto-trigger when their keywords appear in the prompt — no explicit invocation required. For example, "build me an RX pipeline that runs on a single cu3s and outputs an anomaly mp4" triggers cuvis-ai-pipeline, which then chain-triggers cuvis-ai-pipeline-visualize and (if you ask to execute) cuvis-ai-inference.

If you want to invoke a skill explicitly, see Invoking Skills.

Distribution

The eight skills ship as a single Claude Code plugin bundle at cubert-hyperspectral/cuvis-ai-agentic-skills. Install once with /plugin marketplace add + /plugin install; the skills become available to every Claude Code surface (CLI, IDE extensions, Desktop).