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Run the full certifier pipeline (Phase 0+1+2+3) locally against a Langfuse trace using scripts/run_certification.py, then summarize the .tmp/ output tree. Use for the certifier inner dev loop without starting the FastAPI service.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | run-certification |
| description | Run the full certifier pipeline (Phase 0+1+2+3) locally against a Langfuse trace using scripts/run_certification.py, then summarize the .tmp/ output tree. Use for the certifier inner dev loop without starting the FastAPI service. |
Exercise the certifier pipeline end-to-end against one trace, off the API path.
.env filled in with LANGFUSE_* and AZURE_OPENAI_* (the script reads them directly).reportlab (pip install --user reportlab)../scripts/run_certification.py --trace-id <LANGFUSE_TRACE_UUID>
./scripts/run_certification.py \
--agent-id <UUID> --experiment-id <UUID> --run-id <UUID> --agent-name vaya
--skip-cert (stop after Phase 0+1), --no-pdf (skip PDF render), --runs-per-fault N (Phase 2 significance), --batch-size N (LLM classification batch), --workspace <dir> (default .tmp/), --debug (retain Phase 3 intermediates)..tmp/{agent_id}/{experiment_id}/. Report the key artifacts:
fault-bucketing/{run_id}/metrics/*_metrics.jsonaggregation/aggregation.jsoncert-builder/certification.json (final certificate)cert-builder/certification.pdf (rendered report).tmp/ is gitignored — safe to leave artifacts there.certification.json, use scripts/render_certification_pdf.py.pipeline-smoke-test skill.Advance one or all submodule pointers in the ACE monorepo to the head of their tracked branch, verify the target commit is pushed upstream, and draft a Conventional-Commit pointer-bump commit. Use when updating submodule pointers after a submodule change has merged.
Generate and run unit tests for the current diff in the correct framework per language (Go testing/table-driven, Python pytest, TS), then report pass/fail. Use before opening a PR to satisfy the "tests added/updated" checklist item.
Open a pull request following the ACE CONTRIBUTING conventions — Conventional-Commit title, the standard PR description template, and auto-detected affected submodules / pointer bumps. Use when the user is ready to raise a PR.
Run the documented certifier end-to-end smoke test against the running FastAPI service (bucketing-extraction → poll → aggregation-certification → poll). Use to verify the certifier API path works before opening a PR.
Build and push all ACE component Docker images to Docker Hub via scripts/build-and-push.sh, confirm the five images pushed, and report the new certifier:latest digest. Use to publish a new release of the images.
Bootstrap a local ACE dev environment — copy and validate .env / build-paths.env, then bring up MongoDB, Langfuse, LiteLLM, and the Certifier via start-local-services.sh. Use when onboarding, after a fresh clone, or when local services are not running.