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planning-visual-tasks - Decompose visual instructions into structured task plans.

Turns natural-language instructions into structured Plan envelopes of typed sub-goals for host orchestrator execution, with a fallback keyword router.

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Updated: 2026-09-18

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Propose LLM-driven execution plans
  • Discover installed tools and models
  • Validate plan schemas and DAGs
  • Decompose instructions via keyword heuristics
  • Emit DAG structure for plans

Inputs

  • Natural-language user instruction
  • Task state
  • Discovered tool inventory
  • Plan JSON object

Outputs

  • Structured Plan envelope JSON
  • Discovered tools JSON object
  • Plan validation status JSON
  • Execution DAG JSON

Requirements

  • Python runtime environment
  • Configured LLM provider API key
  • Host Orchestrator API environment

Source

  • Spec: SKILL.md

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planning
dag
llm
comfyui
orchestration
Propose LLM-driven execution plans
Discover installed tools and models
Validate plan schemas and DAGs
Decompose instructions via keyword heuristics
Natural-language user instruction
Task state
Discovered tool inventory
Structured Plan envelope JSON
Discovered tools JSON object
Plan validation status JSON