Automate six-stage development orchestration for Claude Code components.
npx skills add https://github.com/nok0321/claude-pipeline --skill impl-orchestrator
Please help me install this Agent Skill. Skill: impl-orchestrator Source: https://github.com/nok0321/claude-pipeline/tree/main/skills/impl-orchestrator Command: npx skills add https://github.com/nok0321/claude-pipeline --skill impl-orchestrator
Automates end-to-end autonomous development orchestration for Claude Code components, coordinating a six-stage workflow from design to review and resolution.
Run the dev-pipeline with a component name to initiate the six-stage autonomous workflow.
High-intent search queries and answers about installing and using this skill.
Autonomous development orchestration coordinates a six-stage workflow from design to review for Claude Code components. It integrates design specifications with implementation, verification, and multi-agent reviews to complete the pipeline autonomously.
The pipeline enforces alignment by integrating DESIGN/*.md specifications directly into the autonomous workflow. It triggers iterative verification gates and remediation fixes to ensure implementation matches the defined design requirements.
The autonomous workflow structures development across six stages: preparation, implementation, verification, parallel reviews, remediation, and completion. It uses sonnet for implementation and triggers multi-agent reviews for security, robustness, and spec compliance.
Yes, the orchestrator runs autonomously from preparation through completion. It automatically triggers iterative gates and fixes during remediation, surfacing review findings for resolution without requiring manual stage transitions.
Yes, DESIGN/*.md specifications are required inputs. The orchestrator integrates these design documents directly into the autonomous workflow to enforce alignment during the implementation, verification, and review stages.
The pipeline applies parallel multi-agent reviews covering security, robustness, and spec compliance. These reviews surface findings during the remediation stage to trigger necessary iterative fixes before completion.
ouakarDocument production AI/ML stack usage, LLM calls, pipelines, and cost drivers.
danilonovaisvDispatch isolated subagents per task and run spec-compliance and code-quality reviews.
ed3daiExecute implementation plans phase-by-phase with subagent task dispatch and code review.
koasis89Coordinates customizable workflow stages from planning to quality assurance with state persistence and resume support.
