Skill Operations
Describe a relationship rule in natural language. ArcFlow compiles it once — using your configured LLM endpoint — into a graph pattern stored in the skill. Every subsequent PROCESS NODE and REPROCESS EDGES executes the compiled pattern directly: no model calls, no token cost, sub-millisecond per node. The LLM is a compiler frontend. ArcFlow is the runtime.
Operations#
| Operation | LLM? | What it does |
|---|---|---|
| CREATE SKILL | Once | Compile a rule and register the skill |
| PROCESS NODE | Never | Execute compiled skills against nodes |
| REPROCESS EDGES | Never | Re-run compiled patterns against updated data |
See Also#
- Using Skills — step-by-step guide with real examples
- Programs — bundle skills, triggers, and executor endpoints into an installable manifest
- Triggers —
CREATE TRIGGERto run a skill automatically when a graph event fires - Observations & Evidence — the observation model that skills write to
- Confidence & Provenance — how skill edges carry confidence scores
- Use Case: Knowledge Management — skills in an entity extraction pipeline
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