Quality Gate Orchestrator

SkillProductivity

Tracks required validation gates, records pass/fail/waived results, and reports readiness before task completion.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Quality Gate Orchestrator skill

What this skill tells your AI

The instructions your AI receives, as published by archieindian/openclaw-superpowers in skills/openclaw-native/quality-gate-orchestrator/SKILL.md and read by ahel’s review.

Agents often remember to run checks at the end, when it is easiest to miss a failed or skipped gate. Use this skill to track required validation throughout the task.

When to Invoke

  • A task has multiple test, lint, build, review, or migration checks
  • The user asks for tests-first, verification-first, or completion gates
  • Work spans sessions and validation state must survive handoff
  • The agent is about to declare completion

Gate Model

Each gate has:

  • name - stable identifier such as lint, unit-tests, or migration-dry-run
  • command - command to run, if applicable
  • required - required gates must pass or be waived before completion
  • last_status - pending, pass, fail, or waived
  • note - short reason, error summary, or waiver explanation

How to Use

python3 gate.py --status
python3 gate.py --add --name lint --command "npm run lint"
python3 gate.py --add --name smoke --command "npm test" --optional
python3 gate.py --record --name lint --status pass
python3 gate.py --record --name smoke --status waived --note "Not relevant for docs-only change"
python3 gate.py --ready --format json

Procedure

  1. At the start of risky work, add the expected gates.
  2. After each check, record pass, fail, or waived.
  3. If a required gate fails, fix the issue and record a new result.
  4. Before completion, run python3 gate.py --ready.
  5. Do not claim completion unless readiness is true or the user accepts the remaining risk.

State

Gate state is stored in ~/.openclaw/skill-state/quality-gate-orchestrator/state.yaml.

Fields: gates, last_ready_at, ready, and gate_history.

Guardrails

  • Recording a gate result does not run the command for you.
  • Waivers need a note.
  • Required gates default to pending until recorded.

Signals

GitHub stars
72
Forks
14
Last commit
May 2026

ahel review

  • K6low
    bundled executables the agent is told to run

Automated review, not a security audit. Ruleset v1+k2.

Advanced
Item type
skill
Key
quality-gate-orchestrator
Source
github.com/archieindian/openclaw-superpowers