skills/workflow/SKILL.md
Structured multi-phase workflows: review, debug, refactor (tidy, clean up, untangle messy code without behaviour change), deploy, create, research.
npx skillsauth add notque/claude-code-toolkit workflowInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Umbrella skill for all structured multi-phase workflows. Load the appropriate workflow reference based on the task.
Terminology: "workflow" is the canonical term for these flows. "pipeline" is the retained legacy alias — kept for back-compat. Routing keys, meta.name exports, and pipeline-index.json keep their existing "pipeline" identifiers unchanged; do not rename them. Use "workflow" in new prose.
| Category | Workflow | Reference |
|----------|----------|-----------|
| Code Review | Comprehensive multi-wave review | references/comprehensive-review.md |
| Code Review | Systematic code review | references/systematic-code-review.md |
| Debugging | Evidence-based debugging pipeline | references/systematic-debugging.md |
| Refactoring | Safe refactoring with test gates | references/systematic-refactoring.md |
| Features | End-to-end feature lifecycle | skills/process/feature-lifecycle/references/pipeline.md |
| PR Workflow | PR creation pipeline | skills/process/pr-workflow/references/pipeline.md |
| Research | Formal research with source gates | references/research-pipeline.md |
| Research | Research to article pipeline | references/research-to-article.md |
| Content | Voice content generation | references/voice-writer.md |
| Content | Voice calibration | references/voice-calibrator.md |
| Content | Article evaluation | references/article-evaluation-pipeline.md |
| Content | De-AI content pipeline | references/de-ai-pipeline.md |
| Content | Documentation pipeline | references/doc-pipeline.md |
| Exploration | Codebase exploration | references/explore-pipeline.md |
| Exploration | Multi-perspective analysis | references/do-perspectives.md |
| Creation | Skill creation pipeline | references/skill-creation-pipeline.md |
| Creation | Hook development pipeline | references/hook-development-pipeline.md |
| Creation | MCP server pipeline | references/mcp-pipeline-builder.md |
| Creation | Pipeline scaffolding | references/pipeline-scaffolder.md |
| Creation | Domain research for pipelines | references/domain-research.md |
| Creation | Chain composition | references/chain-composer.md |
| Creation | Auto-pipeline generation | references/auto-pipeline.md |
| Upgrade | Agent/skill upgrade | references/agent-upgrade.md |
| Upgrade | System upgrade | references/system-upgrade.md |
| Upgrade | Toolkit improvement | references/toolkit-improvement.md |
| Testing | Pipeline test runner | references/pipeline-test-runner.md |
| Testing | Pipeline retro | references/pipeline-retro.md |
| GitHub | Profile rules extraction | references/github-profile-rules.md |
| Orchestration | Task orchestration | references/workflow-orchestrator.md |
| Patterns | Composable-pattern + failure-mode + cost-gate catalog | references/workflow-patterns.md |
| Patterns | Tournament (pairwise-comparison) template | references/tournament-workflow.md |
| Patterns | Quarantine (untrusted-source triage isolation) | references/quarantine-pattern.md |
You MUST load the reference file before executing any workflow phase. The table above is a routing index — the actual methodology, phases, gates, and instructions are in the reference files.
Read tool on ${CLAUDE_SKILL_DIR}/references/<name>.mdIf the task spans multiple workflows (e.g., research then write), load each reference in sequence and follow them in order.
Workflow rule: Load the reference file before executing a workflow phase. The table shows names only; the reference file contains the actual instructions, gates, artifact requirements, and quality criteria.
| Signal | Load These Files | Why |
|---|---|---|
| Code Review | comprehensive-review.md | Comprehensive multi-wave review |
| Code Review | systematic-code-review.md | Systematic code review |
| Debugging | systematic-debugging.md | Evidence-based debugging pipeline |
| Refactoring | systematic-refactoring.md | Safe refactoring with test gates |
| Features | pipeline.md | End-to-end feature lifecycle |
| PR Workflow | pipeline.md | PR creation pipeline |
| Research | research-pipeline.md | Formal research with source gates |
| Research | research-to-article.md | Research to article pipeline |
| Content | voice-writer.md | Voice content generation |
| Content | voice-calibrator.md | Voice calibration |
| Content | article-evaluation-pipeline.md | Article evaluation |
| Content | de-ai-pipeline.md | De-AI content pipeline |
| Content | doc-pipeline.md | Documentation pipeline |
| Exploration | explore-pipeline.md | Codebase exploration |
| Exploration | do-perspectives.md | Multi-perspective analysis |
| Creation | skill-creation-pipeline.md | Skill creation pipeline |
| Creation | hook-development-pipeline.md | Hook development pipeline |
| Creation | mcp-pipeline-builder.md | MCP server pipeline |
| Creation | pipeline-scaffolder.md | Pipeline scaffolding |
| Creation | domain-research.md | Domain research for pipelines |
| Creation | chain-composer.md | Chain composition |
| Creation | auto-pipeline.md | Auto-pipeline generation |
| Upgrade | agent-upgrade.md | Agent/skill upgrade |
| Upgrade | system-upgrade.md | System upgrade |
| Upgrade | toolkit-improvement.md | Toolkit improvement |
| Testing | pipeline-test-runner.md | Pipeline test runner |
| Testing | pipeline-retro.md | Pipeline retro |
| GitHub | github-profile-rules.md | Profile rules extraction |
| Orchestration | workflow-orchestrator.md | Task orchestration |
| Patterns / cost gate / failure modes | workflow-patterns.md | Which named pattern + when to escalate + when NOT to use |
| Tournament | tournament-workflow.md | Pairwise-comparison ranking template |
| Quarantine | quarantine-pattern.md | Isolate untrusted-source readers from privileged actions |
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development
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