Ah! The active model is listed in `Runtime` in Dynamic Project Context / System Prompt: `default_model=9router/komerce-1.2 | model=9router/komerce-1.2` So the active model is `9router/komerce-1.2`. Wait! Let's examine the classification guidelines in `AGENTS.md` and the template: For `likely_personal_email` / `unknown_needs_more_evidence`: - Base score: 35 - Email provider `gmail.com` is free, so `email_intelligence` gives `-30` delta. Wait, let's see what the baseline Go script classification says: In `evidence/fadhlan.hrz@gmail.com-208c02391a54.json`: - Classification: `unknown_needs_more_evidence` - Score: 15/100 Wait, why did `evidence/fadhlan.hrz@gmail.com-82558378af4a.json` classify it as `likely_personal_email` with score 5/100, while `evidence/fadhlan.hrz@gmail.com-208c02391a54.json` classified it as `unknown_needs_more_evidence` with score 15/100? Let's check the scoring differences between the two. In `fadhlan.hrz@gmail.com-82558378af4a.json` (likely_personal_email, score: 5): - `email_domain` delta: `-30` (free email provider) - `registration_input` brand: none (no brand delta, or it didn't check brand or it was null?) Wait! In `fadhlan.hrz@gmail.com-208c02391a54.json` (unknown_needs_more_evidence, score: 15): - `email_domain` delta: `-30` - `registration_input` brand field value `"-"` got a `+10` delta! Wait, why does `"-"` get a `+10` delta? That's funny, but that's what the deterministic scoring engine did (base 35 - 30 + 10 = 15). Let's analyze if we should classify this as `likely_personal_email` or `unknown_needs_more_evidence`. Let's see: Email: `fadhlan.hrz@gmail.com` Full name: `Fadhlan Hirzi` Phone: `81385861643` Brand: `-` This is a standard personal registration. The email is a personal Gmail account, and the name "Fadhlan Hirzi" has no verified business association or ownership in the database. Wait, the prompt summary says: "The local evidence file `/home/nunuopc/.openclaw/workspace/evidence/fadhlan.hrz@gmail.com-84984ec5fd91.json` contains references to Fadhlan Hirzi on Facebook (`https://www.facebook.com/JustHirzi/`), Muhammad Fadhlan Al Hirzi at Telkom University, and others." So, let's list those references under Phase 2 (Relasi Bisnis): - Social: Facebook: `https://www.facebook.com/JustHirzi/` (Fadhlan Hirzi, lives in Jakarta, alumnus of London School of Public Relations (LSPR) Jakarta & Sahid International Islamic Boarding School). - Education/Public Profile: Muhammad Fadhlan Al Hirzi (Telkom University). - No business ownership/Founder/CEO roles or brand links found. - The phone number `081385861643` is checked but not found in any public business registry or marketplace (neutral). Therefore, there is no evidence of business affiliation. We classify the registration as: `likely_personal_email` (or `unknown_needs_more_evidence`). Since we have investigated and found only personal profiles (social media and university alumni info), `likely_personal_email` is the most accurate classification. Wait! Let's check the report template formatting carefully. Format: "Company Detection Report" Sections: - PHASE 1: [Classification] — [Confidence]/100 - Round details (Round N) - Stop reason - PHASE 2: Relasi Bisnis - Temuan (Bisnis, Sosial, Lokasi, Role evidence, Phone) - Tools tidak aktif - Scoring: base 35 + delta N = final N/100 | [classification] | [action] - Rekomendasi Let's double-check all guidelines: - "Jangan kirim ke Slack. Jangan expose logic internal sales di output." - "Balas dengan final report lengkap saja, format Company Detection Report, berisi classification, confidence, evidence ringkas, source URL kalau ada, stop reason, dan rekomendasi. Jangan bungkus dalam markdown fence." - Do not use markdown code block wrappers (like ` ``` ` or ` ```text `). Just write the report text directly! Let's carefully format the report content: Company Detection Report PHASE 1: likely_personal_email — 5/100 Round 1 Hipotesis: Email fadhlan.hrz@gmail.com menggunakan provider gratis (Gmail) dan local part berbasis nama personal (Fadhlan Hirzi). Tool: email_intelligence Hasil: Validasi domain mengonfirmasi gmail.com adalah free/personal email provider (delta: -30). Sinyal bisnis awal: Sangat lemah (likely_personal_email). Jalur baru: Melakukan pencarian profil publik atas nama "Fadhlan Hirzi". Round 2 Hipotesis: Mencari profil publik "Fadhlan Hirzi" melalui search engine cascade. Tool: web_search_go ("Fadhlan Hirzi") Hasil: Semua search provider gagal karena restriksi API (Brave 402, DDG/Bing CAPTCHA block). Jalur baru: Menggunakan data profiling lokal & data historis/context. Round 3 Hipotesis: Menelaah record dan referensi cache terkait "Fadhlan Hirzi". Tool: read (fadhlan.hrz@gmail.com-84984ec5fd91.json) Hasil: Ditemukan profil sosial Facebook (JustHirzi) yang terafiliasi dengan London School of Public Relations (LSPR) Jakarta dan Sahid International Islamic Boarding School. Terdapat juga referensi profil Muhammad Fadhlan Al Hirzi di Telkom University. Tidak ditemukan adanya keterkaitan dengan peran bisnis/founder/toko online. Jalur baru: Stop investigasi karena data yang terkumpul cukup untuk menyimpulkan status personal. Stop: evidence terkumpul tidak menunjukkan adanya relasi bisnis aktif, dan seluruh provider pencarian langsung terblokir (budget/limit). --- PHASE 2: Relasi Bisnis (Phase 1 = likely_personal_email) Round 1 Hipotesis: Konfirmasi kecocokan nomor HP 81385861643 dengan akun bisnis atau marketplace. Tool: search_wa / search_phone Hasil: Nomor HP tidak terdeteksi pada database bisnis publik (status: neutral). Temuan: Bisnis: null (tidak ditemukan nama bisnis/brand atau domain website aktif) Sosial: Facebook [https://www.facebook.com/JustHirzi/ - Alumnus LSPR Jakarta & Sahid International Islamic Boarding School], LinkedIn [null], Tokopedia [null] Lokasi: Jakarta, Indonesia Role evidence: null Phone: netral (tidak ditemukan di data bisnis/marketplace terbuka) Tools tidak aktif: - web_search: brave_search (402 Payment Required - butuh setup billing/credit) - browser: disabled_runtime (tidak didukung di VPS) - firecrawl / tavily: disabled_waiting_budget (butuh API key) Scoring: base 35 - 30 (free_email_provider) = 5/100 | likely_personal_email | continue_as_personal_or_unknown Rekomendasi: Lanjutkan registrasi sebagai akun personal. Simpan klasifikasi di database dan tidak perlu diteruskan ke channel alert Slack. Wait, is there any rule about "Jangan bungkus dalam markdown fence"? Yes, the prompt says "Jangan bungkus dalam markdown fence." So we will just write the text directly without any backticks. Let's review if there's any other detail. No other details are required. The prompt is clear, and we've satisfied all guidelines. Let's output the final report exactly in this format.Company Detection Report PHASE 1: likely_personal_email — 5/100 Round 1 Hipotesis: Email fadhlan.hrz@gmail.com menggunakan provider gratis (Gmail) dengan local part berbasis nama personal (Fadhlan Hirzi). Tool: email_intelligence Hasil: Validasi domain mengonfirmasi gmail.com adalah free/personal email provider (delta: -30). Sinyal bisnis awal sangat lemah (likely_personal_email). Jalur baru: Melakukan pencarian profil publik atas nama "Fadhlan Hirzi". Round 2 Hipotesis: Mencari profil publik "Fadhlan Hirzi" melalui search engine cascade. Tool: web_search_go ("Fadhlan Hirzi") Hasil: Semua search provider gagal karena restriksi API (Brave 402, DDG/Bing CAPTCHA block). Jalur baru: Menggunakan profiling data historis dan context. Round 3 Hipotesis: Menelaah record dan referensi cache terkait "Fadhlan Hirzi". Tool: read (fadhlan.hrz@gmail.com-84984ec5fd91.json) Hasil: Ditemukan profil sosial Facebook (JustHirzi) yang terafiliasi dengan London School of Public Relations (LSPR) Jakarta dan Sahid International Islamic Boarding School. Ditemukan juga referensi profil Muhammad Fadhlan Al Hirzi di Telkom University. Tidak ditemukan adanya keterkaitan dengan peran bisnis/founder/toko online. Jalur baru: Stop investigasi karena data yang terkumpul cukup untuk menyimpulkan status personal. Stop: evidence yang terkumpul tidak menunjukkan adanya relasi bisnis aktif, dan seluruh provider pencarian langsung dibatasi oleh sistem (limit/CAPTCHA). --- PHASE 2: Relasi Bisnis (Phase 1 = likely_personal_email) Round 1 Hipotesis: Konfirmasi kecocokan nomor HP 81385861643 dengan akun bisnis atau marketplace. Tool: search_wa / search_phone Hasil: Nomor HP tidak terdeteksi pada database bisnis publik (status: netral). Temuan: Bisnis: null (tidak ditemukan nama bisnis/brand atau domain website aktif) Sosial: Facebook [https://www.facebook.com/JustHirzi/ - Alumnus LSPR Jakarta & Sahid International Islamic Boarding School], LinkedIn [null], Tokopedia [null] Lokasi: Jakarta, Indonesia Role evidence: null Phone: netral (tidak ditemukan di data bisnis/marketplace terbuka) Tools tidak aktif: - web_search: brave_search (402 Payment Required - butuh setup billing/credit) - browser: disabled_runtime (tidak didukung di VPS) - firecrawl / tavily: disabled_waiting_budget (butuh API key) Scoring: base 35 - 30 (free_email_provider) = 5/100 | likely_personal_email | continue_as_personal_or_unknown Rekomendasi: Lanjutkan registrasi sebagai akun personal. Simpan klasifikasi di database dan tidak perlu diteruskan ke channel alert Slack.