Run tasks through a pipeline where each stage feeds context to the next
Runs a series of stages in a defined order, where each stage writes its output
to .agent-pipeline/ and the next stage reads that output as context. This is
the standard execution mode for the implement-test-review pipeline.
/sequential implement test review # Run three stages in order
/sequential implement test review eval docs # Full pipeline
/sequential --from test # Resume pipeline from the test stage
Parse stages. Extract the ordered list of stages from the input. Valid stage names are:
| Stage | Agent | Artefact |
|------------|--------------------------|---------------------------------|
| implement | implementer | .agent-pipeline/implement.md |
| test | tester | .agent-pipeline/test.md |
| review | reviewer | .agent-pipeline/review.md |
| eval | eval-agent | .agent-pipeline/eval.md |
| security | security-auditor | .agent-pipeline/security.md |
| docs | documentation-specialist | .agent-pipeline/docs.md |
Initialise pipeline directory. Run scripts/run-pipeline.sh init to
create .agent-pipeline/ and write pipeline.json with the stage list
and initial status.
Execute stages in order. For each stage:
a. Mark the stage as in_progress in pipeline.json.
b. Gather context from all previous stages' artefacts.
c. Delegate to the appropriate agent via the Task tool, passing:
.claude/context/features/ if applicable
d. The agent writes its output to the corresponding artefact file.
e. Mark the stage as completed in pipeline.json.Handle failures. If a stage fails:
failed in pipeline.json.Resume support. If --from <stage> is passed:
Report summary:
## Pipeline Report
**Stages:** 5
**Completed:** 5
**Failed:** 0
| Stage | Status | Duration |
|-----------|-----------|----------|
| implement | COMPLETED | 30s |
| test | COMPLETED | 15s |
| review | COMPLETED | 20s |
| eval | COMPLETED | 10s |
| docs | COMPLETED | 12s |
**Total Duration:** 87s
The pipeline state is tracked in .agent-pipeline/pipeline.json:
{
"started_at": "2026-02-01T12:00:00Z",
"stages": [
{ "name": "implement", "status": "completed", "duration_ms": 30000 },
{ "name": "test", "status": "completed", "duration_ms": 15000 },
{ "name": "review", "status": "in_progress", "duration_ms": null }
]
}
implement test review eval security docs..agent-pipeline/ already exists and --from is not used, prompt
whether to overwrite or resume./sequential --from <stage>.Search for places (restaurants, cafes, etc.) via Google Places API proxy on localhost.
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Start voice calls via the OpenClaw voice-call plugin.
Notion API for creating and managing pages, databases, and blocks.
Gemini CLI for one-shot Q&A, summaries, and generation.
Category:developer