task:
## Task: Ingest Mastanley MCP Server Documentation

### Story ID: GHL-001

### Description
Parse the full 787-line README.md from mcp-servers/ghl/ and extract all 269 tool definitions into individual


complexity: moderate

reason: Covered by approved PRD: Genesis Unified Visual Sync Master Build


task:
## Task: Create GHL API Endpoint Knowledge Graph

### Story ID: GHL-002

### Description
Map all GHL API v2 endpoints from leadconnectorhq.com documentation into structured entities with parameters,


reason: PRD approved - HITL checkpoint required before customer contact


task:
## Task: Ingest Extendly Ultimate Business Snapshot Schema

### Story ID: GHL-003

### Description
Document complete Extendly USB snapshot including all workflows, custom values, funnels, and automat


task:
## Task: Document GHL Agent Studio Capabilities

### Story ID: GHL-004

### Description
Comprehensive documentation of GHL Agent Studio including all node types, agent templates, deployment lifecycle


complexity: complex


task:
## Task: Create GHL Marketplace App Catalog

### Story ID: GHL-005

### Description
Document strategic GHL marketplace apps including AVA, Voizer, AI Booking ChatBOT, and other 'Final Straw' apps for


task:
## Task: Build GHL Workflow Pattern Library

### Story ID: GHL-006

### Description
Create comprehensive library of GHL workflow patterns using TAC framework (Trigger-Action-Condition) for common bus


task:
## Task: Document GHL Pricing Intelligence

### Story ID: GHL-007

### Description
Comprehensive pricing documentation for all GHL tiers, add-ons, marketplace apps, and cost optimization strategies.


task:
## Task: Create GHL-to-Genesis Integration Skill

### Story ID: GHL-008

### Description
Build comprehensive skill for GHL-Genesis integration including MCP bridge, webhook handlers, and bidirectiona


task:
## Task: Build GHL Sales Playbook Knowledge

### Story ID: GHL-009

### Description
Extract and document sales playbook patterns from Nick Ponte methodology including objection handling, discovery qu


task:
## Task: Create Comprehensive GHL Custom Fields Catalog

### Story ID: GHL-010

### Description
Document all standard and recommended custom fields for GHL including contact, opportunity, and locatio


task:
## Task: Document GHL Pipeline & Stage Best Practices

### Story ID: GHL-011

### Description
Create comprehensive guide to GHL pipeline configuration including stage definitions, automation triggers


task:
## Task: Build GHL Funnel & Website Builder Knowledge

### Story ID: GHL-012

### Description
Document GHL funnel builder capabilities including templates, elements, and optimization patterns.

### A


task:
## Task: Create GHL Calendar & Booking Mastery

### Story ID: GHL-013

### Description
Comprehensive documentation of GHL calendar system including booking widgets, availability rules, and integratio


task:
## Task: Document GHL Conversation AI Configuration

### Story ID: GHL-014

### Description
Complete documentation of GHL Conversation AI including training, intent mapping, and response customizatio


task:
## Task: Build GHL Voice AI Deployment Guide

### Story ID: GHL-015

### Description
Comprehensive guide to deploying GHL Voice AI including setup, training, and optimization.

### Acceptance Criteri


task:
## Task: Create GHL Reporting & Analytics Knowledge

### Story ID: GHL-016

### Description
Document all GHL reporting capabilities including dashboards, metrics, and custom report creation.

### Acc


task:
## Task: Document GHL Email Marketing Capabilities

### Story ID: GHL-017

### Description
Comprehensive documentation of GHL email system including templates, campaigns, and deliverability optimizat


task:
## Task: Build GHL SMS Marketing Knowledge

### Story ID: GHL-018

### Description
Document GHL SMS capabilities including compliance, templates, and optimization.

### Acceptance Criteria
- SMS comp


task:
## Task: Create Entity Relationship Graph

### Story ID: GHL-019

### Description
Build comprehensive relationship mappings between all GHL entities for graph traversal and semantic retrieval.

### A


task:
## Task: Build Agentic Retrieval Optimization Layer

### Story ID: GHL-020

### Description
Create optimized retrieval patterns and indexes for zero-context-rot agentic access to GHL knowledge.

###