What problem does it solve?
This meta-skill turns ad-hoc, manual operational procedures into reproducible, project-local skills so teams stop repeating error-prone ops and gain an auditable, shareable workflow.
Core Features & Use Cases
- Phased Coaching: Guides the AI+user pair through Intent → Access → Context → Operation → Crystallize to safely define and run ops.
- Access-first Execution: Proposes CLI, API, or Web access tiers, probes auth sources, and documents fallback protocols without silently altering credentials.
- Safe Run Modes & Crystallization: Defaults to dry-run, supports paired or delegated execution, annotates step risk, captures exact commands and access model, and invokes a generator to write a project-local SKILL.md for reuse.
- Use cases: deploy services, create CI/CD pipelines, provision or teardown infra, run migrations, perform rollbacks, scale resources, schedule cron jobs, and convert recurring manual ops into reusable team skills.
Quick Start
Ask the skill: "Help me deploy service payments-api to the dev environment and save the exact steps as a reusable skill."