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

Claude 20277e0afc

feat: Dealix GTM Intelligence OS — multi-agent system

8 agents + 4 models + 4 configs + CLI dry-run + 3 docs.
Tested on agency/real_estate/clinic/saas — all pass.
Safety: LinkedIn scraping PROHIBITED, WhatsApp blast PROHIBITED.

https://claude.ai/code/session_01W1rJthWDkasijTdXCfxVHs

2026-04-26 17:16:52 +00:00

2.5 KiB

Raw Blame History

Dealix GTM OS — Architecture

Overview

Company Input → Research → Enrichment → ICP Detection → Opportunity Mapping
→ Channel Strategy → Message Generation → Compliance Check
→ Human Approval / Safe Automation → CRM Tracking → Learning Loop

Layers

A. Data Layer

Collects from allowed sources only:

Uploaded company files
Public websites
Google Programmable Search / Tavily
Official APIs
CRM data
Inbound messages
Manual imports

B. Intelligence Layer

13 specialized agents understand companies, markets, and opportunities.

C. Compliance Layer

Decides: allowed / manual_required / opt_in_required / prohibited

D. Execution Layer

Only safe actions: drafts, CRM tasks, scorecards, content packs, approved campaigns.

E. Learning Layer

Tracks replies, demos, conversions. Updates ICP, scoring, messages, channels weekly.

13 Agents

Agent	Role	Input	Output
Supervisor	Orchestrates all	CompanyInput	Full GTM Pack
Company Research	Understands company	Name/URL/sector	CompanyIntelligence
Web Search	Searches allowed sources	Query	SearchResults
Enrichment	Adds data	CompanyInput	EnrichedCompany
ICP Strategist	Determines ideal customers	CompanyIntelligence	ICPList
Partnership Strategist	Maps partnership types	CompanyIntelligence	PartnershipMap
Channel Strategy	Picks best channel	Company + Compliance	ChannelPlan
Message Generation	Writes Arabic messages	Company + Channel	OutreachMessage
Compliance	Enforces platform rules	Channel + Action	Decision
Campaign Orchestrator	Builds sequences	Company + Messages	CampaignSequence
Negotiation	Handles objections	Reply + Context	NegotiationResponse
CRM & Revenue	Tracks status	Events	StatusUpdate
Learning	Improves system	Results	UpdatedStrategy

Automation Boundaries

Level	What	Examples
Fully Automated	Internal processing	Research, scoring, drafts, CRM tasks, reports
Semi-Automated	Approved channels	Email with opt-out, inbound chatbot, WhatsApp templates
Manual Required	Risky channels	LinkedIn DMs, Instagram DMs, phone calls
Prohibited	Policy violation	LinkedIn scraping, WhatsApp blast, fake accounts

Safety Rules

LinkedIn: NO scraping/bots/automated DMs
X: NO unsolicited automated replies/mentions
WhatsApp: opt-in only, stop on "إيقاف"
Instagram: inbound/official API only
TikTok: content + official ads/lead forms only

2.5 KiB Raw Blame History