mancitrus/system-prompts-and-models-of-ai-tools

mirror of https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools.git synced 2026-06-18 07:19:35 +00:00

Dealix Builder bcf545c22e feat(self-improving): Hermes-inspired Agent Platform — 6 layers + 30 endpoints + 76 tests + Private Beta launch

Security Curator (4 modules) — جدار الحماية الأول
- secret_redactor: 11 patterns (GitHub PAT, OpenAI/Anthropic/Supabase/WhatsApp/Moyasar/Sentry/Google/AWS/private keys); never returns raw secret
- patch_firewall: blocks .env / credentials.json / RSA keys; scans added lines for secret patterns
- trace_redactor: masks phones (+966...) and emails for PII safety
- tool_output_sanitizer: cleans tool outputs before they hit ledger/Proof Pack/UI/observability

Growth Curator (5 modules) — التحسين الذاتي
- message_curator: grades Arabic messages (0..100), detects 8 risky phrases, suggests Saudi-tone skeleton
- playbook_curator: scores playbooks by outcome (accept/reply/meeting/deal); winner/promising/needs_work/archive
- mission_curator: scores completed missions; ship_it_widely/iterate/rework_or_retire
- skill_inventory: deterministic 23-skill catalog across 5 layers
- curator_report: weekly Arabic summary "ماذا تعلمنا هذا الأسبوع"

Meeting Intelligence (5 modules) — ذكاء الاجتماعات
- transcript_parser: accepts Google Meet entries OR plain "Speaker: text" format
- meeting_brief: 6-section pre-meeting brief in Arabic (objective/questions/objections/offer/next-step)
- objection_extractor: 8 categories (price/timing/authority/trust/integration/competitor/results/complexity)
- followup_builder: email + WhatsApp drafts; live_send_allowed=False always
- deal_risk: 0..100 score from objections + missing next-step + decision-maker absence + days-since-touch

Model Router (5 modules) — موجّه النماذج
- provider_registry: 7 providers (Claude Sonnet/Haiku, GPT-4-class, GPT-4o-mini, Gemini Pro, Azure OAI KSA-region, Local Qwen Arabic-tuned)
- task_router: 10 task types × routing decisions with reasons_ar
- cost_policy: bulk → low; output > 1500 tokens → high
- fallback_policy: high-sensitivity workloads prefer KSA-region/self-hosted FIRST
- usage_dashboard: deterministic demo of all task routes

Connector Catalog (3 modules) — كتالوج التكاملات
- 14 connectors (WhatsApp Cloud, Gmail, Calendar, Google Meet, Moyasar, LinkedIn Lead Forms, Google Business Profile, X API, Instagram, Sheets, CRM, Website Forms, Composio, MCP Gateway)
- Each has launch_phase (1-4), risk_level, allowed_actions, blocked_actions, Arabic risk dossier
- WhatsApp blocks cold_send_without_consent; Moyasar blocks store_card_number; MCP requires allowlist

Agent Observability (5 modules) — مراقبة الوكلاء + التقييمات
- trace_events: SHA256-hashes user/company IDs; sanitizes payload/output before logging
- safety_eval: 7 rules (guarantee, scarcity_fake, medical_claim, financial, regulatory, personal_data, urgency); 0..100 → safe/needs_review/blocked
- saudi_tone_eval: positive markers (هلا, لاحظت, يناسبك) vs negative (تحية طيبة وبعد, synergy, leverage); arabic_ratio bonus
- eval_pack: 5 curated cases with expected verdicts
- cost_tracker: per workflow/provider/task_type aggregation

Routers (6 new) — 30 endpoints
- /api/v1/security-curator/{demo, redact, inspect-diff, sanitize-output}
- /api/v1/growth-curator/{skills/inventory, messages/grade, messages/improve, messages/duplicates, missions/next, report/weekly, report/demo}
- /api/v1/meeting-intelligence/{brief, brief/demo, transcript/summarize, followup/draft, deal-risk}
- /api/v1/model-router/{providers, tasks, route, cost-class, usage/demo}
- /api/v1/connector-catalog/{catalog, summary, status, risks, {key}}
- /api/v1/agent-observability/{trace/build, safety/eval, tone/eval, evals/run}

Tests (6 new files, 76 tests)
- test_security_curator: 16 tests (PAT detect, key redact, env diff block, payload scan, trace mask)
- test_growth_curator: 16 tests (Arabic grade, risky phrases, dup detect, playbook scoring, mission recommend, weekly report)
- test_meeting_intelligence: 13 tests (transcript parse, brief sections, objection extract, followup drafts, deal risk)
- test_dealix_model_router: 11 tests (every task → ≥1 provider, KSA-region for high sensitivity, cost class, primary override)
- test_agent_observability: 12 tests (trace hashing, safety verdicts, tone scoring, eval pack)
- test_connector_catalog: 11 tests (≥12 connectors, every has risk/blocked actions, WA cold-send blocked, Moyasar card-storage blocked)

Docs (8 new + 1 updated)
- AGENT_SECURITY_CURATOR.md (Arabic)
- GROWTH_CURATOR_STRATEGY.md (Arabic)
- MEETING_INTELLIGENCE.md (Arabic)
- MODEL_PROVIDER_ROUTER.md (Arabic)
- CONNECTOR_CATALOG.md (Arabic)
- AGENT_OBSERVABILITY_EVALS.md (Arabic)
- PRIVATE_BETA_LAUNCH_TODAY.md (Arabic) — go-checklist + offer + risks
- DEMO_SCRIPT_12_MINUTES.md (Arabic) — minute-by-minute demo flow
- FIRST_20_OUTREACH_MESSAGES.md (Arabic) — 7 personas + 3 follow-ups, all under safety/tone evals
- DEALIX_100_PERCENT_LAUNCH_PLAN.md — added §34 Self-Improving Agent Platform + §35 Private Beta Launch

Landing
- landing/private-beta.html — Arabic RTL, dark theme, pricing, 11 demo endpoints, safety banner

Test results
- 76/76 new tests pass
- Full suite: 663 passed, 2 skipped (missing API keys, unrelated)
- 0 existing tests broken

Safety
- All 6 layers honor approval-first, draft-only, no-live-send
- Hash user/company IDs before any trace
- No secrets in logs/embeddings/traces (3-layer defense: redactor + sanitizer + firewall)
- Saudi tone eval rejects "تحية طيبة وبعد" + "synergy" auto-corporate language
- Safety eval blocks "ضمان 100%" + medical claims + fake urgency
- Connector Catalog: WhatsApp blocks cold-send, Moyasar blocks card storage, MCP requires allowlist

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

2026-05-01 16:30:18 +03:00

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Growth Curator Strategy — مدير التحسين الذاتي للنمو

الفكرة (مستلهمة من Hermes Curator): كل أسبوع، Dealix يراجع ما كتبه ونفذه، يدمج المتشابه، يأرشف الضعيف، ويقترح المهمة التالية. لا يحتاج المالك أن يفكر كل أسبوع "ماذا أحسّن؟".

1. الوحدات

الوحدة	الدور
`message_curator`	يقيّم كل رسالة عربية (0..100) ويحدد publish/needs_edit/reject. يكشف العبارات المخاطرة + يقترح صيغة بديلة.
`playbook_curator`	يقيّم playbooks بناءً على outcomes (accept/reply/meeting/deal) ويُصنّف winner/promising/needs_work/candidate_archive.
`mission_curator`	يقيّم نتائج الميشن (TTV, opportunities, drafts, meetings, revenue) ويقرر ship_it_widely/iterate/rework.
`skill_inventory`	فهرس deterministic لكل قدرات Dealix (20+ skill عبر 5 طبقات).
`curator_report`	تقرير عربي أسبوعي يجمع الكل.

2. Message Grading

grade_message(text, sector, channel) يفحص:

محتوى عربي (≥30%).
طول معقول (12-80 كلمة).
خلوّ من 8 عبارات محظورة (ضمان 100%, آخر فرصة، ...).
إشارات أسلوب طبيعي سعودي (تحية + لاحظت/شفت + يناسبك/تحب).
WhatsApp: لا "عميل عزيز" ولا "لجميع العملاء".
bonus لذكر القطاع.

3. Playbook Scoring

score = 100 * (
  0.10 * accept_rate
+ 0.20 * reply_rate
+ 0.30 * meeting_rate
+ 0.40 * deal_rate
)

تيرز:

≥70: winner
≥40: promising
≥20: needs_work
<20: candidate_archive

استراتيجية الـrecommend: promising أولاً (winners مشبعة)، ثم winner، ثم بقية الـtiers.

4. Mission Scoring

score_mission يجمع:

opportunities × 2 (max 20)
drafts_approved × 4 (max 20)
meetings_booked × 5 (max 20)
revenue / 5,000 (max 20)
risks_blocked × 5 (max 10)
TTV ≤10min: +10، ≤60min: +5

5. Mission Recommender

لو ما شُغّل first_10_opportunities → ابدأ به.
لو الأولوية fill_pipeline → meeting_booking_sprint.
لو rescue_lost_revenue → revenue_leak_rescue.
لو expand_partners → partnership_sprint.
الافتراضي: customer_reactivation.

6. Weekly Curator Report

build_weekly_curator_report(messages, playbooks, missions, sector) يُرجع:

{
  "summary_ar": [
    "تمت مراجعة 24 رسالة، 5 playbook، و2 مهمة هذا الأسبوع.",
    "تم اقتراح أرشفة 4 رسالة ضعيفة الجودة.",
    "تم اكتشاف 3 أزواج رسائل متشابهة (للدمج).",
  ],
  "messages": {"total", "publishable", "needs_edit", "to_archive", "duplicate_pairs"},
  "playbooks": {"total", "winners", "promising", "to_merge_groups"},
  "missions":  {"total", "ship_it_widely", "iterate", "rework_or_retire"},
  "next_playbook": {"recommended_id", "title_ar", "reason_ar"},
  "recommended_next_action_ar": "..."
}

7. Endpoints

GET  /api/v1/growth-curator/skills/inventory
POST /api/v1/growth-curator/messages/grade
POST /api/v1/growth-curator/messages/improve
POST /api/v1/growth-curator/messages/duplicates
POST /api/v1/growth-curator/missions/next
POST /api/v1/growth-curator/report/weekly
GET  /api/v1/growth-curator/report/demo

8. حدود

لا يصدر LLM call.
لا يحذف playbooks تلقائياً — يقترح فقط.
لا يدمج بدون موافقة.
التقرير يبقى actionable: ≤7 أسطر summary.

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