القائمة
Merge scorer and PE signals to route PRs. Applies routing matrix (hitl-light / hitl-full) based on score thresholds and risk levels.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Validate all LLM-accelerated GitHub issues through systematic QA testing via Circuit Electron.
Human-in-the-loop QA loop for verifying a large feature or refactor against the locally-running app before merge/release. Use when automated tests (e2e, web-e2e) don't cover the behavioral/UX surface and you need a structured, interactive "you drive / I observe" verification pass with in-session bug fixes. Complements qa-pr (automated, Circuit) and qa-web (Playwright).
Automated QA testing for Prose PRs using Circuit Electron. Use when testing pull requests before merge.
Implement one solo-ist/prose GitHub issue end-to-end and open a PR ready for review. Use when an Oz child agent is assigned exactly one issue to fix or build in this repo.
Reference and checklist for building and maintaining CI/CD workflows, inter-workflow communication, dispatch scripts, and cloud agent infrastructure. Use when modifying any workflow YAML, dispatch script, or sentinel-based communication.
Principal Engineer architectural risk analysis for PRs. Assesses blast radius, hidden coupling, and privilege boundary concerns. Outputs LOW-CRITICAL risk rating.
| name | pipeline-orchestrate |
| description | Merge scorer and PE signals to route PRs. Applies routing matrix (hitl-light / hitl-full) based on score thresholds and risk levels. |
Auto-fix retired (#737). The pipeline reviews and triages; code mutation goes through a human or an Oz agent as a normal PR. All verdicts are
hitl-lightorhitl-full— no autonomous code changes.
Merges scorer and PE analysis signals to determine the final routing verdict for a PR.
/pipeline-orchestrate <pr-number>
Source of truth: run-orchestrator.mjs route() function.
| Score (1-10) | PE Risk | Route | Action |
|---|---|---|---|
| 1-3 | Any | hitl-light | Post analyses, label needs-review |
| 4-6 | LOW | hitl-light | Post analyses, label needs-review |
| 4-6 | MEDIUM+ | hitl-full | Full analyses, label complex, needs-review |
| 7+ | Any | hitl-full | Label complex, full human review |
| Any | CRITICAL | hitl-full | Always escalate |
| Any | privileged | hitl-full | Security hard gate — always escalate |
| Verdict | Labels Applied |
|---|---|
hitl-light | needs-review |
hitl-full | complex, needs-review |
PRs touching privilege-boundary paths auto-route to hitl-full regardless of score:
src/main/** — full system accesssrc/preload/** — context bridge / attack surfaceelectron-builder.*, electron.vite.config.* — build/packaging configWith the security-gate short-circuit (383-2), these PRs skip scorer+PE entirely — the pipeline-triage.yml security-gate-check job detects the <!-- security-gate: true --> sentinel in the review and posts hitl-full directly.
<!-- scorer-output: {...} --> and <!-- pe-output: {...} -->)<!-- orchestrator-verdict: hitl-light|hitl-full -->Given a PR that touches src/renderer/components/editor/Editor.tsx only:
{"score": 4, "threshold": "review"}{"risk": "LOW", "privileged": false, "concerns": 1}hitl-lightneeds-reviewIf the same PR also touched src/main/ipc.ts:
{"risk": "MEDIUM", "privileged": true, "concerns": 2}hitl-full (score doesn't matter)complex, needs-reviewMachine-readable sentinel:
<!-- orchestrator-verdict: hitl-light|hitl-full -->
Human-readable summary with routing rationale referencing scorer dimensions and PE risk assessment.