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master-guided-skill-lifecycle - Master-Guided Skill Lifecycle

Carry workflow learning from results to candidate skills, validate Skill effects, and steward operating conditions.

Tags

Updated: 2026-09-20

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Validate skill effects
  • Execute skill transitions
  • Materialize skill candidates
  • Steward operating conditions
  • Classify project events

Inputs

  • Project events
  • View JSON files
  • Evidence JSONL files
  • Effect JSON files
  • Candidate JSON files

Outputs

  • Skill effect JSON records
  • Skill transition candidates
  • Materialized skill packages
  • USER-DECISION requests

Requirements

  • Python environment
  • scripts/skill_lifecycle.py
  • scripts/materialize_skill_candidate.py
  • scripts/allocation_io.py
  • scripts/work_io.py

Source

  • Spec: SKILL.md

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skill-lifecycle
workflow-governance
stage-allocation
validation
Validate skill effects
Execute skill transitions
Materialize skill candidates
Steward operating conditions
Project events
View JSON files
Evidence JSONL files
Skill effect JSON records
Skill transition candidates
Materialized skill packages