conductor-feature-prepare

You can automate context artifact generation by orchestrating sub-skills to resolve versions, tag user stories, and produce module models, HTML mockups, specifications, and tests with strict version sequencing and mandatory Ralph Loop activation.

Tag untagged user stories in PRD.md to ensure stable IDs across all generated artifacts, coordinating updates to module models, HTML mockups, specifications, and tests consistently across versions.

Resume artifact generation safely via Ralph Loop integration and idempotent execution, which allows safe re-runs and continuation from the last successful state without duplicating previously generated outputs.

Artifact generation supports optional version filtering and module scoping, allowing you to target specific application versions and modules while maintaining strict version sequencing and auditable outputs.

Mandatory Ralph Loop activation enforces idempotent execution and resumable iterations, ensuring complete, auditable artifact generation across versions rather than risking incomplete outputs from a single pass.

Avoid orchestrated multi-version artifact generation for simple, single-version tasks without strict sequencing needs, as the mandatory Ralph Loop and sub-skill coordination add overhead suited for complex, multi-version application contexts.