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skills/ck-orchestration/references/sequential-chaining.md
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skills/ck-orchestration/references/sequential-chaining.md
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# Sequential Chaining Patterns
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Chain agents when tasks have dependencies or require outputs from previous steps. Each agent completes fully before the next begins.
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## Standard Pipelines
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### Feature Implementation Pipeline
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```
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1. ck-research (parallel, multiple topics)
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↓ reports saved to plans/reports/
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2. ck-planning (reads research reports, creates plan.md)
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↓ plan path passed explicitly
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3. [/clear context]
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↓
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4. ck-cook path/to/plan.md --auto
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↓ dispatches internally:
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├── ck-scout
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├── ck-frontend-design (if UI work)
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├── ck-web-testing
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├── ck-code-review
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└── ck-git (on approval)
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```
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### Debug + Fix Pipeline
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```
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1. ck-debug (investigate root cause)
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↓ debug report with findings
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2. ck-fix (implement fix based on findings)
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↓ fix applied
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3. ck-web-testing (verify fix, check regressions)
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↓ test report
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4. ck-code-review (review changes)
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↓ review complete
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5. ck-git (commit and push)
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```
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### Research + Design Pipeline
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```
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1. ck-research (technology evaluation)
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↓ research report
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2. ck-brainstorm (evaluate approaches, choose direction)
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↓ brainstorm summary with agreed solution
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3. ck-planning (detailed implementation plan)
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↓ plan.md created
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4. ck-cook (execute plan)
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```
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## Rules for Sequential Chains
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1. **Pass explicit paths** — never assume an agent's output location; read it from the report or plan
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2. **Read before proceeding** — always read the output of step N before dispatching step N+1
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3. **Complete means complete** — an agent is done when its report is written, not when it stops responding
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4. **Context clearing** — after `ck-planning`, clear context (`/clear`) before invoking `ck-cook` to prevent bloated context windows during implementation
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## Context Passing Pattern
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When dispatching each agent, include the output of all prior steps:
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```
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Dispatch ck-fix with:
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- Debug report: plans/reports/debugger-{pattern}.md
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- Plan context: plans/{plan-dir}/
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- Work context: /path/to/project
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- Reports: /path/to/project/plans/reports/
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```
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## Chaining Anti-Patterns
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- **Skipping steps**: Never skip `ck-web-testing` before `ck-code-review` — tests must pass first
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- **Parallel when dependent**: If step B needs step A's output, they cannot run in parallel
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- **Assuming completion**: Never proceed to next step based on "seems done" — verify report file exists
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- **Ignoring failures**: If any step reports failures, fix before continuing the chain
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