pipeline

DevOps & Security

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Configurable pipeline orchestrator for sequencing stages

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Source SKILL.md: https://github.com/Yeachan-Heo/oh-my-codex/blob/HEAD/plugins/oh-my-codex/skills/pipeline/SKILL.md

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Pipeline Skill

$pipeline is the configurable pipeline orchestrator for OMX. It sequences stages through a uniform PipelineStage interface, with state persistence and resume support.

Default Autopilot Pipeline

The default Autopilot pipeline sequences:

deep-interview -> ralplan -> ultragoal (+ team if needed) -> code-review -> ultraqa

$team is conditional: use it only inside an active Ultragoal story when independent lanes or broad verification make coordinated parallel execution useful. Explicit legacy Ralph pipelines remain available through custom stages, but Ralph is not the advertised default Autopilot loop.

Configuration

Pipeline parameters are configurable per run:

Parameter	Default	Description
`maxRalphIterations`	10	Quality-gate retry ceiling; legacy option name retained for compatibility
`workerCount`	2	Number of Codex CLI team workers
`agentType`	`executor`	Agent type for team workers

Stage Interface

Every stage implements the PipelineStage interface:

interface PipelineStage {
  readonly name: string;
  run(ctx: StageContext): Promise<StageResult>;
  canSkip?(ctx: StageContext): boolean;
}

Stages receive a StageContext with accumulated artifacts from prior stages and return a StageResult with status, artifacts, and duration.

Built-in Stages

deep-interview: Requirements clarification and ambiguity gate.
ralplan: Consensus planning (planner + architect + critic). Skips only when both prd-*.md and test-spec-*.md planning artifacts already exist and durable consensus evidence records Architect approval followed by Critic approval. Plan/test-spec files alone are not consensus evidence. If either review is missing, blocked, out of order, or non-approving, the stage remains in ralplan or fails with an explicit blocker/max-iteration outcome instead of progressing to execution. Carries any deep-interview-*.md spec paths forward for traceability.
ultragoal: Durable goal-mode execution with .omx/ultragoal ledgers. Launch $team only from inside an Ultragoal story when parallel lanes are warranted.
code-review: Merge-readiness review gate.
ultraqa: Adversarial QA gate after a clean review; docs-only/trivially non-runtime changes may record an explicit skip reason.
team-exec and ralph-verify: Legacy/custom pipeline adapters retained for explicit non-default pipelines.

State Management

Pipeline state persists via the ModeState system at .omx/state/pipeline-state.json. The HUD renders pipeline phase automatically. Resume is supported from the last incomplete stage.

On start: omx state write --input '{"mode":"pipeline","active":true,"current_phase":"stage:ralplan"}' --json
On stage transitions: omx state write --input '{"mode":"pipeline","current_phase":"stage:<name>"}' --json
On completion: omx state write --input '{"mode":"pipeline","active":false,"current_phase":"complete"}' --json

API

import {
  runPipeline,
  createAutopilotPipelineConfig,
  createDeepInterviewStage,
  createRalplanStage,
  createUltragoalStage,
  createCodeReviewStage,
  createUltraqaStage,
} from './pipeline/index.js';

const config = createAutopilotPipelineConfig('build feature X', {
  stages: [
    createDeepInterviewStage(),
    createRalplanStage(),
    createUltragoalStage(),
    createCodeReviewStage(),
    createUltraqaStage(),
  ],
});

const result = await runPipeline(config);

Relationship to Other Modes

autopilot: Autopilot can use pipeline as its execution engine (v0.8+)
team: Pipeline delegates execution to team mode (Codex CLI workers)
ultragoal: Autopilot delegates durable execution to Ultragoal by default
team: Optional execution engine inside an Ultragoal story when parallel lanes are needed
ralph: Available only for explicit legacy/custom pipelines
ralplan: Pipeline planning runs RALPLAN consensus planning

Other versions