Coordinate six-cycle autonomous planning pipelines for AI agent features.
npx skills add https://github.com/usetheodev/theo-ui --skill auto-plan-usetheodev
Please help me install this Agent Skill. Skill: auto-plan Source: https://github.com/usetheodev/theo-ui/tree/main/.claude/skills/auto-plan Command: npx skills add https://github.com/usetheodev/theo-ui --skill auto-plan-usetheodev
Orchestrates end-to-end autonomous planning for AI agent workflows, coordinating the 6-cycle pipeline (cycle-discover, cycle-plan, cycle-implement, cycle-code-quality, cycle-review, cycle-release) from a single invocation to deliver a release-ready plan and artifact set.
Use the /auto-plan command to orchestrate the full feature pipeline end-to-end with autonomous depth selection.
High-intent search queries and answers about installing and using this skill.
Autonomous end-to-end planning is automated by coordinating a 6-cycle pipeline covering discovery, planning, implementation, code quality, review, and release to deliver release-ready artifacts from a single invocation.
Governance gates are enforced during the release cycle by applying confidence, plan quality, and code-quality checks, requiring human approval and attestations to ensure safe, auditable delivery before release.
Autonomous planning supports both roadmap-driven and ad-hoc topic workflows, automatically deriving depth, annotating milestones for roadmap alignment, and injecting MUST-FIX items into the generated plans.
You start orchestrating the full feature pipeline by invoking the /auto-plan command, which triggers deterministic depth decisions across the discover, plan, implement, and release cycles automatically.
Yes, PyYAML is required as a dependency to run the autonomous planning pipeline, as the scripts component relies on it to process workflow configurations and milestone metadata.
MUST-FIX items are automatically injected into plans based on deterministic depth decisions and governance gates, meaning plan adjustments are constrained by confidence levels and required code-quality checks before release.
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