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

mirror of https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools.git synced 2026-06-17 23:09:35 +00:00

feat(dealix): complete Tier-1 Sovereign Enterprise Growth OS

Governance layer (14 docs):
- MASTER_OPERATING_PROMPT.md — operating constitution (five planes, six tracks, policy classes)
- docs/ai-operating-model.md — five-plane architecture (Decision/Execution/Trust/Data/Operating)
- docs/dealix-six-tracks.md — six strategic tracks (Revenue/Intelligence/Compliance/Expansion/Operations/Trust)
- docs/governance/execution-fabric.md — OpenClaw execution plane deep dive
- docs/governance/trust-fabric.md — trust plane with contradiction engine + evidence packs
- docs/governance/saudi-compliance-and-ai-governance.md — PDPL/ZATCA/SDAIA/NCA live controls
- docs/governance/technology-radar-tier1.md — Core/Strong/Pilot/Watch/Hold classification
- docs/governance/partnership-os.md — alliance lifecycle management
- docs/governance/ma-os.md — M&A corporate development lifecycle
- docs/governance/expansion-os.md — geographic and vertical growth
- docs/governance/pmi-os.md — post-merger integration framework
- docs/governance/executive-board-os.md — executive decision surfaces
- docs/execution-matrix-90d-tier1.md — 90-day sprint execution plan
- docs/adr/0001-tier1-execution-policy-spikes.md — 8 architectural decisions

Backend (3 models, 6 services, 8 API routes):
- Contradiction Engine — detect/track system conflicts
- Evidence Pack System — tamper-evident audit proof with SHA256
- Saudi Compliance Matrix — live PDPL/ZATCA/SDAIA/NCA controls
- Executive Room — unified executive decision surface
- Connector Governance — integration health monitoring
- Model Routing Dashboard — LLM provider metrics
- Forecast Control Center — actual vs forecast across tracks
- Approval Center — enhanced approval queue with SLA

Frontend (9 components):
- Executive Room, Evidence Pack Viewer, Approval Center
- Connector Governance Board, Saudi Compliance Dashboard
- Actual vs Forecast Dashboard, Risk Heatmap
- Policy Violations Board, Partner Pipeline Board

Tooling:
- scripts/architecture_brief.py — preflight validation (40/40 checks pass)
- Updated CLAUDE.md and AGENTS.md with governance references

https://claude.ai/code/session_01W1rJthWDkasijTdXCfxVHs

2026-04-16 12:48:13 +00:00

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Expansion OS — Geographic & Vertical Growth

Parent: MASTER_OPERATING_PROMPT.md
Plane: Decision + Execution | Tracks: Expansion, Revenue
Version: 1.0 | Status: Canonical

Overview

The Expansion OS manages Dealix's growth into new geographies and industry verticals. Every market launch is a Class B action with C-Level approval and mandatory stop-loss logic.

Expansion Framework

SCAN → PRIORITIZE → READY → LAUNCH (Canary) → SCALE → MONITOR

Phase 1: Scan

AI Role: Market intelligence, competitive analysis
Input: Macro indicators, sector size, regulatory landscape
Output: Market opportunity matrix

Phase 2: Prioritize

Criteria: Market size, regulatory complexity, Arabic support needs, competitive density
Output: Ranked expansion targets

Phase 3: Ready

Compliance: Regulatory readiness by market
Localization: Dialect adaptation, pricing, channel strategy
GTM: Go-to-market plan with ICP per market
Output: Market readiness checklist

Phase 4: Launch (Canary)

Method: Canary launch — limited tenant cohort
Stop-loss: Automated triggers if metrics below threshold
Output: Canary results report

Phase 5: Scale

Criteria: Canary success metrics met
Action: Open market to all tenants
Output: Market GA announcement

Phase 6: Monitor

Ongoing: Actual vs forecast per market
Triggers: Expansion, contraction, or exit decisions
Output: Market health dashboard

Geographic Expansion Path

Phase 1: Saudi Arabia (Current)

City	Status	Priority
Riyadh	Live	Primary
Jeddah	Live	Primary
Dammam	Ready	High
Other cities	Planned	Medium

Phase 2: GCC Markets

Market	Complexity	Arabic Dialect	Target
UAE	Medium	Gulf/MSA	2027 H1
Bahrain	Low	Gulf	2027 H1
Kuwait	Medium	Gulf	2027 H2
Qatar	Medium	Gulf	2027 H2
Oman	Low	Gulf	2028

Phase 3: Broader MENA

Market	Complexity	Dialect	Target
Egypt	High	Egyptian	2028
Jordan	Medium	Levantine	2028
Morocco	High	Maghrebi/French	2029

Vertical Expansion

Current Verticals (Live)

Real Estate — seeds/realestate_template.json
Healthcare — seeds/healthcare_template.json
Retail — seeds/retail_template.json
Contracting — seeds/contracting_template.json
Education — seeds/education_template.json

Target Verticals

Vertical	Priority	Regulatory Complexity
Financial Services	High	Very High (SAMA)
Automotive	High	Medium
Legal	Medium	High
Hospitality	Medium	Low
Government	High	Very High

Dialect Handling

Dialect	Code	Supported	Service
Saudi	`saudi`	Live	`ai/saudi_dialect.py`
Gulf	`gulf`	Live	`ai/arabic_nlp.py`
MSA	`msa`	Live	`ai/arabic_nlp.py`
Egyptian	`egyptian`	Planned	—
Levantine	`levantine`	Planned	—
Maghrebi	`maghrebi`	Planned	—

Stop-Loss Logic

Metric	Threshold	Action
Canary conversion rate	<5% after 30 days	Pause expansion
Customer complaints	>10% rate	Investigate
Revenue vs forecast	<50% after 60 days	Review / exit
Compliance violations	Any critical	Halt immediately
Churn rate	>20% monthly	Pause acquisition

Code Mapping

Component	File
Territory Manager	`services/territory_manager.py`
Feature Flags	`services/feature_flags.py`
Canary Context	`openclaw/canary_context.py`
Industry Templates	`seeds/`
Sector Assets	`models/knowledge.py (SectorAsset)`
Presentations	`presentations/` (11 sectors)

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