Coordinate multi-stage AI workflows with user approval gates and artifact-based state.
npx skills add https://github.com/bdemarzo/ai-workflows --skill workflow-run
Please help me install this Agent Skill. Skill: workflow-run Source: https://github.com/bdemarzo/ai-workflows/tree/main/skills/workflow-run Command: npx skills add https://github.com/bdemarzo/ai-workflows --skill workflow-run
It coordinates a multi-stage AI workflow—from ideation to final review and documentation—while keeping the active session as the orchestrator and enforcing user approval gates at key decision points.
docs/workflows/{slug}/run.md as the source of truth so another session can resume without chat history.Run the workflow-run skill to guide your AI session through idea creation, structured specification, planning, implementation, review, and documentation close-out with required user approvals between phases.
High-intent search queries and answers about installing and using this skill.
Multi-stage workflow orchestration with user approval gates delegates tasks across ideation, specification, planning, implementation, review, and documentation phases. The orchestrator pauses execution at each decision point, requiring explicit user approval before proceeding to the next stage.
Artifact-based state management treats a run.md file as the source of truth for workflow progress. It records durable artifacts and review-round files across stages, allowing another session to resume the workflow from the current state without relying on chat history.
Yes, you can resume a guided workflow in a new session because the state is persisted as a file ledger. The orchestrator reads the maintained run.md file to reconstruct progress, fixed dossier artifacts, and persona-bound operators without needing the previous chat context.
The best way to enforce structured reviews is using an orchestrator-led delegation model that spawns persona-bound reviewers per phase. It creates dedicated review-round files for each stage, ensuring implementation review and gap resolution are verified through explicit user gates.
No specific dependencies are required to manage engineering planning tasks. The skill operates autonomously to coordinate product and implementation planning, relying only on its internal references and assets to generate durable artifacts and guide stage reviews.
You should not use guided orchestration for product specification when a task requires only a single-stage output or lacks durable artifact requirements. The explicit user gates and multi-phase delegation model are designed for complex workflows spanning ideation through close-out documentation.
jasonku09Interview users to define project scope, MVP, and core components.
bdemarzoAssess implemented behavior fidelity against approved spec and plan before workflow closure.
EpiphyticCoordinate subagents to implement tasks and review code quality.
almazomOrchestrate multi-phase planning, splitting, and implementation with durable state and 95% readiness gates.