# Round 11 — Tower Floors J01-J04 · Reception Quartet **Date**: 2026-04-30 **Time**: 60 min (of 1.5h) **Status**: ✅ COMPLETE **Round Type**: Tower Stations (קו B starts) --- ## 🏛️ The Master Jason Tower — General Layout המגדל גייסון הוא מטאפורה ארכיטקטונית. **44 קומות עליונות** (J01-J44) = pipeline סוכנים, **קומות 50-99** = ניהול, archive, admin. **Lobby** (קומה קרקע) = ה-UI הראשי שבו User מקבל press release. **Floor X** (קומה אבודה) = self-healing composer. ``` ┌─────────────────────────────────────────┐ │ Floor 99 — CEO Suite (Tenant Admin) │ │ Floors 70-98 — Warehouse + Mall │ │ Floor 50 — Audit + Logging │ ├─────────────────────────────────────────┤ │ Floor X — Self-Healing Composer │ ├─────────────────────────────────────────┤ │ Floors J39-J44 — Distribution Wing │ │ Floor J38 — Supervisor + QA │ │ Floors J32-J37 — Enrichment Wing │ │ Floors J27-J31 — Animation + Games │ │ Floors J23-J26 — Sound + Visual │ │ Floors J18-J22 — Digital Distribution │ │ Floors J13-J17 — Writers Wing │ │ Floors J10-J12 — Quality Wing │ │ Floors J05-J09 — 5W Parallel Wing │ │ Floors J01-J04 — Reception Wing ⭐ THIS│ ├─────────────────────────────────────────┤ │ Lobby — UI / User │ └─────────────────────────────────────────┘ ``` ה-Reception Wing הוא הצוואר של המגדל. כל press release נכנסת דרך 4 הקומות הללו, **לפי הסדר**, לפני שהיא מתפזרת לאגפים מקבילים. --- ## 🛎️ J01 · Reception (Pipeline Start) ### תפקיד **שער הכניסה**. מקבל press release text, מבצע sanity checks, ויוצר Jason envelope ראשוני. ### Input ```json { "text": "string (press release text, 100-50000 chars)", "tenant_id": "int", "desk_hint": "optional — string", "language_hint": "optional — 'he' | 'en' | 'ar' | 'auto'", "metadata": { "source": "email/web/api", "user_id": "int" } } ``` ### Output (Jason envelope skeleton) ```json { "envelope_id": "uuid v4", "version": "v0.9", "tenant": { "id": 1, "slug": "maariv", "theme": {...} }, "input": { "text": "...", "length": 1247, "received_at": "ISO" }, "lifecycle": { "phase": "reception", "started_at": "ISO" }, "events": [] } ``` ### LLM Prompt (system) ``` You are J01-Reception, the receptionist of the Jason Tower. Your job: 1. Sanity-check the press text (length, language, format). 2. Reject if obvious spam/empty/abuse. 3. Initialize the Jason envelope. 4. Pass to J02-Language for next step. Constraints: - ZERO content modification. - ZERO opinions or summaries. - MAX 200 tokens output. - Output: structured JSON envelope only. ``` ### Fallbacks - **Empty input** → reject with `error.code: "EMPTY_INPUT"` - **Too long (>50K chars)** → truncate with warning - **Binary/non-UTF8** → reject with `BINARY_INPUT` - **Spam pattern (>10 URLs in <500 chars)** → reject ### Cost (estimated) - LLM: 0 (pure rule-based, no LLM call) - DB: 1 INSERT to press_flows - **Total: ~5ms** ### A2UI emission ```json {"version":"v0.9","createSurface":{"surfaceId":"press-flow-{flow_id}","catalogId":"...","theme":{...}}} ``` --- ## 🌐 J02 · Language Detector ### תפקיד זיהוי שפה ראשי + secondary (mixed Hebrew/English common). ### Input טקסט מ-J01. ### Output ```json { "language_primary": "he", "language_secondary": "en", "confidence": 0.97, "rtl": true, "script": "hebrew" } ``` ### LLM Prompt ``` You are J02-Language. Identify language(s) of the press release. - Primary: dominant language code (ISO 639-1). - Secondary: if 5%+ of text is in another language. - RTL: true if primary is Arabic/Hebrew/Persian. Output JSON only. ``` ### Tools - **Tool 1**: `langdetect` Python lib (fast, deterministic) - **Tool 2**: Gemini 2.5 Flash for ambiguous cases (>2 langs detected) ### Fallbacks - langdetect fails → Gemini Flash - Both fail → default `he` (Maariv-biased) ### Cost - langdetect only: 0$ · 5ms - With Gemini: 0.0001$ · 200ms ### A2UI emission ```json {"version":"v0.9","updateDataModel":{"surfaceId":"press-flow-{id}","path":"/input/language","value":{...}}} ``` --- ## 🔍 J03 · Triage Classifier ### תפקיד סיווג ראשי של press release לקטגוריות: - **type**: news / opinion / press_release / interview / live_blog - **urgency**: breaking / regular / scheduled - **sensitivity**: public / sensitive / restricted ### Input טקסט + שפה מ-J02. ### Output ```json { "type": "news", "urgency": "breaking", "sensitivity": "sensitive", "confidence": 0.89, "reasoning": "כותרת מכילה 'דחוף', מועד 22:00 הערב, 3 הזכרות של 'ביטחון'", "breaking_indicators": ["urgency_words", "time_constraint", "high_entity_density"] } ``` ### LLM Prompt ``` You are J03-Triage. Classify this press release on 3 axes: TYPE (one of): - news: factual reporting of events - opinion: editorial/op-ed - press_release: corporate/government announcement - interview: Q&A format - live_blog: ongoing event coverage URGENCY (one of): - breaking: requires immediate publish (security, deaths, market shocks) - regular: standard news cycle - scheduled: has explicit publish time in future SENSITIVITY (one of): - public: no restrictions - sensitive: requires editor review (legal, privacy, security) - restricted: do NOT auto-publish (gag order, embargo, confidential) Output JSON only. Provide reasoning in Hebrew. ``` ### Tools - Gemini 2.5 Flash (fast, cheap) - Optional: pgvector lookup of similar past press releases for context ### Fallbacks - LLM timeout → default `{type: "news", urgency: "regular", sensitivity: "sensitive"}` (safe fallback) - Confidence < 0.6 → flag for editor ### Cost - Gemini Flash: 0.0002$ · 400ms - Average tokens: 800 in / 200 out ### A2UI emission (multi-step) ```json {"updateDataModel":{"path":"/classify/type","value":"news"}} {"updateDataModel":{"path":"/classify/urgency","value":"breaking"}} {"updateDataModel":{"path":"/classify/sensitivity","value":"sensitive"}} {"updateComponents":{"components":[{"id":"urgency-badge","component":"Badge","color":"breaking","text":"דחוף"}]}} ``` --- ## 🚪 J04 · Desk Router ### תפקיד החלטה לאן ב-tower העבודה הולכת. מנתב ל-1 מ-11 desks: 1. **breaking** — דחוף (red) 2. **security** — ביטחון (amber) 3. **politics** — פוליטי (blue) 4. **economy** — כלכלה (green) 5. **sports** — ספורט (orange) 6. **tech** — טכנולוגיה (purple) 7. **entertainment** — בידור (pink) 8. **health** — בריאות (cyan) 9. **social** — חברה (teal) 10. **gallery** — גלריה (gold) 11. **archive** — ארכיון (gray) ### Input טקסט + classification מ-J03. ### Output ```json { "desk": "security", "confidence": 0.94, "secondary_desks": ["politics", "breaking"], "desk_color": "#F59E0B", "writer_assignment": "J14", "reasoning": "כותרת מזכירה 'משרד הביטחון', 8 הזכרות של 'IDF', תאריך אירוע = היום" } ``` ### LLM Prompt ``` You are J04-DeskRouter. Read the press release and decide which desk handles it. 11 DESKS (one of): - breaking, security, politics, economy, sports, tech, entertainment, health, social, gallery, archive Each desk has its own writer-team: - breaking → J14 (urgent writer) - security → J14 - politics → J15 - economy → J15 - sports → J16 - tech → J16 - entertainment → J17 - health → J17 - social → J17 - gallery → J17 - archive → J13 (light editing only) Rules: - If urgency=breaking AND sensitivity=public → ALWAYS desk=breaking - If multi-desk applicable → pick PRIMARY, list secondary Output JSON. ``` ### Tools - Gemini 2.5 Flash - Optional: ML classifier trained on past 50K Maariv articles (pgvector cosine on jason_items) ### Fallbacks - Confidence < 0.7 → editor review required - Urgency=breaking + LLM unsure → **always breaking desk** (safety bias) ### Cost - Gemini: 0.0002$ - pgvector lookup: 0.00001$ · 50ms ### A2UI emission ```json { "updateComponents": { "components": [ { "id": "desk-badge", "component": "Badge", "color": "var(--desk-security)", "text": "ביטחון", "icon": "solar/shield" } ] }, "updateDataModel": { "path": "/classify/desk", "value": "security" } } ``` ה-`Badge` component יודע על 11 desk colors דרך CSS data-attribute: ```css .badge[data-desk="security"] { background: var(--desk-security); } .badge[data-desk="politics"] { background: var(--desk-politics); } /* ... 11 desks */ ``` --- ## 🔗 הקשר הקריטי בין הקומות ``` J01 (Reception) → J02 (Language) → J03 (Triage) → J04 (Desk Router) │ │ │ │ ▼ ▼ ▼ ▼ envelope_id language_he urgency=breaking desk=security (uuid) rtl=true sensitivity=sensitive writer=J14 ``` כל קומה **מוסיפה למעטפת** (envelope), לא מחליפה. בסוף J04 ה-envelope מכיל: ```json { "envelope_id": "uuid", "tenant": { "slug": "maariv" }, "input": { "text": "...", "length": 1247 }, "language": { "primary": "he", "rtl": true }, "classify": { "type": "news", "urgency": "breaking", "sensitivity": "sensitive" }, "routing": { "desk": "security", "writer": "J14", "secondary": ["politics"] }, "lifecycle": { "phase": "routed", "next": "J05-J09 5W parallel" } } ``` ה-envelope **נשלח במקביל ל-J05-J09** (5 agents של 5W). זה ה-fork הראשון של pipeline. --- ## ⏱️ Timing מצטבר | Floor | זמן ממוצע | זמן p99 | LLM cost | |---|---|---|---| | J01 Reception | 5ms | 20ms | 0$ | | J02 Language | 50ms | 300ms | 0.0001$ | | J03 Triage | 400ms | 1200ms | 0.0002$ | | J04 Desk Router | 250ms | 800ms | 0.0002$ | | **Reception Wing total** | **~700ms** | **~2.3s** | **0.0005$** | זה הקצה הקדמי של pipeline. **<1 שנייה ממוצעת** מ-paste ל-routed. --- ## 🎨 UI Components מעורבים | Floor | A2UI components used | |---|---| | J01 | Surface (root), PressLayout, PasteArea | | J02 | Badge (language flag), Toggle (RTL indicator) | | J03 | Badge (×3: type/urgency/sensitivity), Card (reasoning expandable) | | J04 | Badge (desk, color-coded), DeskIndicator (animated transition) | ה-`DeskIndicator` הוא רכיב domain-specific חדש שצריך להוסיף לcatalog: animated badge עם desk-color שמופיע אחרי routing. --- ## ✅ Closure - [x] J01 spec (Reception) — input/output/prompt/fallback/cost - [x] J02 spec (Language) - [x] J03 spec (Triage) - [x] J04 spec (Desk Router) - [x] envelope evolution mapped - [x] timing budget calculated (~700ms) - [x] A2UI components identified ✅ **Round 11 closed.** --- ## 🛣️ Next: Round 12 — J05-J09 (5W Parallel Wing) 5 agents במקביל לכל field של 5W. ההכי תורן של ה-tower כי זה streaming live.