Jalankan Live Autonomous Pipeline

9 Canonical Pipeline Stages

WEBSITE_INTEGRATION_AUDIT: PARTIAL

FRONTEND_STATUS:
- Framework: Vanilla HTML5 / Vanilla CSS3 / Vanilla JavaScript Single-Page Application (web/static/index.html) + Client-Side HTML5 History Router (navigateRoute, dispatchRoute, popstate).
- Standalone Client: Debate Arena 3-vs-3 Interface (web/static/arena.html) dengan WebSocket live bindings.
- Active Views di SPA: 8 views (view-calculator, view-dashboard, view-themes, view-knowledge, view-persona, view-pipeline, view-settings, view-account).
- Connected Views: / (Landing/Onboarding), /calculator (Analyze claim), /settings (User context), /account (Billing ledger).
- Static / Disconnected Views: /themes (Hardcoded Friksi Paulus card), /knowledge (Static SVG dummy graph), /persona (Static copy-cards), /pipeline (Static HTML badge pills).
- Missing Links: /arena aktif di server tetapi sama sekali tidak memiliki link/tombol navigasi dari index.html.

BACKEND_STATUS:
- Framework: Python 3.11 + FastAPI + Starlette + Uvicorn ASGI (web/app.py & web/api_foundation.py).
- Router Mounts: /api/v1 (Foundation API: meta, context, entitlements, calculator, payment, auth) dan /api (Arena WebSocket/REST, training session, feed, media).
- Active Endpoints: 25+ REST & WebSocket endpoints beroperasi.
- Missing Endpoints: Tidak ada endpoint Case File listing (GET /api/v1/case-files), streaming SSE status research graph, maupun endpoint dynamic themes.

ENGINE_INTEGRATION:
- LangGraph Multi-Agent Research Graph (orchestrator/research_graph.py): Terhubung langsung pada POST /api/v1/calculator/analyze. Eksekusi menghasilkan data riil naskah primer (7 evidence items terverifikasi per analisis).
- Epistemic Quality Engine (MP3): Selesai di Python (orchestrator/epistemic_firewall.py, source_criticism.py, adversarial_engine.py), namun belum diekspos penuh sebagai panel inspeksi frontend.
- Philological Engine (bible_engine/): 45+ modul morfologi, sintaksis, teks NA28/DSS aktif di backend, tetapi belum memiliki UI eksplorasi mandiri.

DEBATE_ARENA:
CANONICAL / NOT TOUCHED
- Authoritative Contract: docs/architecture/debate-arena-canonical-specification.md dan .json.
- Rules & Format: 3-vs-3 Parliamentary Debate (6 manusia: P1, P2, P3 vs C1, C2, C3), 5 ronde terstruktur, FSM 16-state deterministik, 9 peran AI terpisah (non-debater), rubrik 100 poin, hierarki bukti 5-tier, dan sanksi wasit 5-level tetap utuh tanpa modifikasi.
- Implementation: polya_runtime.debate_engine (32 modul) dan web/static/arena.html tersinkronisasi via WebSocket /api/arena/ws.
- Gap: Tidak ada tautan masuk dari workspace utama (index.html) menuju /arena.

CALCULATOR:
- Pipeline: Menjalankan LangGraph otonom via POST /api/v1/calculator/analyze.
- Rendered Fields: Menampilkan case_id, claim, context, argument, rebuttal, weakness, evidence, dan sources.
- Omitted Fields: counterargument, open_questions, dan debate_preparation dikembalikan oleh backend tetapi diabaikan oleh template DOM di index.html.
- Adversarial Tools Gap: Backend menyediakan POST /calculator/challenge, POST /calculator/weakest-point, dan GET /calculator/source, tetapi frontend tidak memiliki tombol/antarmuka untuk memanggil ketiganya.

PHILOLOGY:
- Backend: Mendukung analisis teks Yunani Koine dan Ibrani Alkitabiah, transliterasi, leksikografi (BDAG, HALOT), varian tekstual NA28/DSS, dan Translation Audit.
- Frontend: Teks sumber Yunani/Ibrani ditampilkan sebatas baris teks di dalam list bukti Case File. Tidak ada viewer manuskrip resolusi tinggi maupun apparatus tekstual interaktif.

ZUMA:
- Status: Persona beroperasi sebagai strategic & debate behavior layer (Socratic pressure, discourse control, Ilzam al-Khasm).
- Backend: polya_runtime.debate_engine.persona_engine dan DebateTrainingService (10 endpoint sparring 1-on-1).
- Frontend: /persona di index.html hanya menampilkan 2 kartu statis berisi formula salin clipboard; tidak terhubung ke endpoint sparring AI.

RESEARCH_OS:
- Status: Tahapan kanonikal 9-stage (DISCOVER s.d. COMPLETE) aktif di LangGraph backend.
- Frontend: View /pipeline hanya berupa badge HTML statis tanpa streaming event real-time (SSE/WebSocket).

CASE_FILE:
- Persistence Gap: Backend memiliki tabel case_files_v2 di data/polya_arena.db (195 record terverifikasi), namun endpoint web POST /api/v1/calculator/analyze hanya mengembalikan payload di memori tanpa melakukan INSERT ke database.
- Refresh Loss: Data hasil analisis hilang dari browser jika user me-refresh halaman.

KNOWLEDGE_BASE:
- Backend: Basis data relasi ontologis dan korpus naskah primer tersedia di bible_engine/graph.py dan GET /api/corpus/search.
- Frontend: View /knowledge masih menggunakan visualisasi SVG dummy statis (3 node hardcoded) tanpa panggilan backend.

AUTH_BILLING:
- Auth: POST /api/v1/auth/session menerbitkan token sesi HMAC-SHA256. Sinkron dengan Google Identity Services. Mode mock login dinonaktifkan di staging.
- Quota: Server-side kuota 5 analisis gratis per user berjalan atomik di tabel usage_entitlement_records dengan idempotensi request_id. Analisis ke-6 mengembalikan HTTP 402 (QUOTA_EXHAUSTED).
- Midtrans: Validasi signature SHA-512 ketat. Bypass simulator ditolak. Webhook resmi mengubah status menjadi PREMIUM_ACTIVE.

SECURITY:
- SECURITY-001 (MEDIUM): Kunci server Midtrans dan secret Google OAuth tersimpan dalam file teks web/.env.staging & .env.
- SECURITY-002 (MEDIUM): Endpoint POST /api/v1/context dan GET /api/v1/entitlements/usage menerima parameter user_id tanpa verifikasi header Bearer.
- SECURITY-003 (LOW): Hardcoded Google Client ID di skrip web/static/index.html.
- SECURITY-004 (LOW): CORS origins diizinkan wildcard pada router FastAPI.

MOCK_DATA:
- /themes: 1 card tema statis (Friksi Paulus vs Petrus) dan 6 tab teks hardcoded.
- /knowledge: Diagram SVG statis dengan teks statis Graph Nodes: 1,420 | Edges: 3,890.
- /persona: Kartu formula statis tanpa interaksi AI.
- /pipeline: Badge tahap 1-9 statis.
- Drawer Bukti (#source-drawer): Teks hardcoded Codex Sinaiticus Yohanes 10:30 (tidak memanggil /api/v1/calculator/source).
- Global Search: Fungsi handleGlobalSearch berisi komentar kosong // Mock filter.

TEST_STATUS:
- tests/test_master_prompt_2_pipeline.py: 12/12 PASS (Research graph, dynamic task decomposition, agent routing).
- tests/test_master_prompt_3_pipeline.py: 14/14 PASS (Epistemic firewall, claim atomicity, source criticism, adversarial attacks, ZUMA self-critique).
- runtime/test_debate_engine.py: 1/1 PASS (Authoritative 3v3 lifecycle).
- tests/test_web_api_foundation.py: Concurrency invariants, quota enforcement, Midtrans SHA-512 validation verified.
- Total test engine passing: 180+ tests.

P0:
1. Pasang tombol kontrol adversarial di /calculator: Challenge My Argument, Weakest Point Analysis, dan dynamic Show Me The Source.
2. Render field counterargument, open_questions, dan debate_preparation pada kartu hasil Case File di DOM index.html.
3. Persistensi Case File: Simpan hasil kalkulator ke tabel SQLite case_files_v2 dan sediakan endpoint GET /api/v1/case-files.
4. Hubungkan Debate Arena: Tambahkan tombol/link navigasi menuju /arena di sidebar dan dashboard index.html.

P1:
5. Dinamisasi Knowledge Base: Sambungkan visualisasi /knowledge ke bible_engine/graph.py dan GET /api/corpus/search.
6. Dinamisasi Themes Explorer: Buat endpoint GET /api/v1/themes dari data/video_pipeline/themes.
7. Streaming Telemetri Pipeline: Implementasikan Server-Sent Events (SSE) dari LangGraph menuju view /pipeline.
8. UI Zuma Sparring: Bangun antarmuka sparring 1-on-1 interaktif terhubung ke POST /api/training/session/*.

P2:
9. Dinamisasi Global Search: Sambungkan input pencarian ke GET /api/corpus/search.
10. Label Epistemic Firewall: Tampilkan badge status kepastian (DIRECTLY_VERIFIED, INFERRED, DISPUTED) pada tiap butir bukti.

P3:
11. Integrasi audio bell cues pada ronde Debate Arena.
12. Kamus lokalisasi teks antarmuka 17 bahasa.

ARTIFACTS:
- docs/audits/website-integration-audit.md
- docs/audits/website-integration-matrix.json
- docs/audits/website-integration-audit.txt
- web/static/website-integration-audit.txt

REPORT_UPLOAD:
- SUCCESS (Served directly via web static server at /static/website-integration-audit.txt)
- Public URL: https://staging.apologets.com/static/website-integration-audit.txt

NEXT_ACTION:
Menunggu instruksi user untuk eksekusi backlog P0.

📑 Riwayat Transaksi Midtrans