Worker-Reviewer Pipeline Skill

SkillDev tools

Worker-Reviewer iterative pipeline for quality-critical code with review cycles

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Worker-Reviewer Pipeline Skill skill

What this skill tells your AI

The instructions your AI receives, as published by baekenough/oh-my-customcode in .claude/skills/worker-reviewer-pipeline/SKILL.md and read by ahel’s review.

Defines an iterative Worker→Reviewer pipeline where one agent implements changes and another reviews them. The cycle repeats until quality criteria are met or max iterations reached.

Orchestrator-only — only the main conversation activates this pipeline (R010). Worker and Reviewer are subagents.

When to Activate

ConditionActivate?
Quality-critical code changes (auth, security, payments)Yes
Complex refactoring touching 5+ filesYes
User explicitly requests review cycleYes
Simple file edits, config changesNo
Documentation-only changesNo

Pipeline Spec Format

pipeline:
  name: feature-review
  description: Implement and review a feature

worker:
  agent: lang-typescript-expert    # or appropriate specialist
  model: sonnet
  prompt: "Implement the feature based on requirements"

reviewer:
  agent: lang-typescript-expert    # can be same or different specialist
  model: opus                      # often higher model for review
  prompt: "Review implementation for correctness, security, performance"

config:
  max_iterations: 3          # Max review cycles (default: 3)
  quality_gate: all_pass     # all_pass | majority_pass | custom
  auto_commit: false         # Auto-commit on quality pass (via mgr-gitnerd)

Execution Flow

1. Orchestrator activates pipeline
2. Worker agent implements changes
3. Reviewer agent reviews Worker's output
4. Reviewer produces verdict:
   - PASS → Pipeline complete, proceed to next step
   - FAIL(issues) → Worker receives feedback, re-implements
5. Repeat 3-4 until PASS or max_iterations reached
6. If max_iterations reached without PASS:
   - Report partial results to user
   - Recommend manual review

Review Verdict Format

Reviewer MUST output a structured verdict:

[Review Verdict]
├── Status: PASS | FAIL
├── Iteration: {n}/{max}
├── Issues Found: {count}
│   ├── [Critical] {description} — {file:line}
│   ├── [Major] {description} — {file:line}
│   └── [Minor] {description} — {file:line}
└── Summary: {one-line}

Quality Gates

GateCriteria
all_passZero Critical or Major issues (default)
majority_passZero Critical, ≤2 Minor issues allowed
customUser-defined in pipeline spec

Integration with Agent Teams (R018)

When Agent Teams is enabled, the pipeline SHOULD use Agent Teams:

TeamCreate("review-pipeline")
  Worker (team member) ←→ Reviewer (team member)
  SendMessage for feedback exchange
  Shared TaskList for tracking issues

When Agent Teams is NOT available, falls back to sequential Agent tool calls:

Agent(worker) → result → Agent(reviewer) → verdict → Agent(worker) → ...

Stopping Criteria Display

Before execution, display:

[Worker-Reviewer Pipeline]
├── Max iterations: {max_iterations} (default: 3, hard cap: 5)
├── Quality gate: {pass_threshold}% approval required
└── Early stop: All reviewers approve → stop immediately

Display Format

[Pipeline] feature-review — Worker: lang-typescript-expert, Reviewer: lang-typescript-expert
[Iteration 1/3] Worker implementing...
[Iteration 1/3] Reviewer reviewing...
[Review] FAIL — 2 issues (1 Major, 1 Minor)
[Iteration 2/3] Worker fixing issues...
[Iteration 2/3] Reviewer re-reviewing...
[Review] PASS — 0 issues
[Pipeline Complete] 2 iterations, quality gate passed

Common Pipeline Templates

Security-Critical Feature

worker: {agent: lang-typescript-expert, model: sonnet}
reviewer: {agent: lang-typescript-expert, model: opus}
config: {max_iterations: 3, quality_gate: all_pass}

Cross-Language Integration

worker: {agent: lang-golang-expert, model: sonnet}
reviewer: {agent: be-go-backend-expert, model: opus}
config: {max_iterations: 2, quality_gate: all_pass}

Quick Review

worker: {agent: lang-python-expert, model: sonnet}
reviewer: {agent: lang-python-expert, model: sonnet}
config: {max_iterations: 1, quality_gate: majority_pass}

Integration

RuleIntegration
R009Worker and Reviewer can run in parallel with other pipelines
R010Pipeline orchestration runs only in main conversation
R015Display pipeline plan and review verdicts transparently
R018Agent Teams preferred when available for Worker↔Reviewer messaging
pipeline-guardsMax iterations and timeout enforced by pipeline-guards
model-escalationWorker failures feed into escalation tracking
stuck-recoveryRepeated FAIL verdicts trigger stuck detection advisory

Limitations

  • Max 3 iterations by default (configurable, hard cap at 5 via pipeline-guards)
  • Worker and Reviewer must be different agent instances (same type allowed)
  • Nested pipelines not supported (use dag-orchestration for complex flows)
  • Pipeline does not auto-commit; orchestrator decides post-pipeline actions

When spawning agents via the Agent tool during this skill's execution, always pass mode: "bypassPermissions". The Agent tool default (acceptEdits) overrides agent frontmatter permissionMode, causing permission prompts during unattended execution.

Signals

GitHub stars
34
Forks
6
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
worker-reviewer-pipeline
Source
github.com/baekenough/oh-my-customcode