Files
selfheal-lab-apps/ai
seon 91cdd9ada5 feat(ai): add Jev shadow gates (triage before, review after the LLM diagnosis)
TypeSafe System One(Jev)への最小クライアントと、診断ループに並走する
shadow ゲート 2 つを追加した。triage はアラートと事前取得サンプルからラベル・
回復中か・層を判定し、review は診断の根拠・ランブック・target を検証して
best_action を選ぶ。JEV_MODE=shadow のときだけ動き、答えは ai.jev_shadow と
診断結果の jev フィールドに記録するだけで、処理の分岐は一切変えない。
2026-10-08 15:10:07 +09:00
..

ai

AI VM services of the self-healing lab (experiment design 6). Module github.com/selfheal-lab/selfheal-lab-apps/ai.

command role port
cmd/agent POST /diagnose: Responses API tool loop over the read-only tools (internal/tools, design 6.2), strict submit_diagnosis (design 6.3, internal/diag), sessions and prompt versions in pgvector (internal/rag), then proposal + HITL post or escalation (design 6.5/6.6, internal/agent) 8080
cmd/hitl Discord gateway bot (internal/hitl): Approve/Reject buttons, harness approval + execution, expiry to the escalation channel, escalation threads with the runbook 8081

Contracts: harness POST /diagnose {"alert","run_id","scenario_id"} -> diagnosis fields at top level plus session_id, model, prompt_version, disposition. Harness side: POST /proposals (registers the proposal at diagnosis time, returns the approval token), POST /proposals/{token}/approve, POST /proposals/{token}/reject, POST /actions/execute.

OpenAI: POST /v1/responses with function tools (strict: true, every property required, additionalProperties: false), previous_response_id chaining, function_call_output items; embeddings text-embedding-3-small (1536). Model id from OPENAI_MODEL.

Build: gcloud builds submit ai --project cms-d-414903 --config ai/cloudbuild.yaml --substitutions=_TAG=$(git rev-parse --short HEAD). Tests: cd ai && go test ./... (mock Responses API and Mimir; no network).