skill-tree

name	skill-tree
description	Generate an RPG-style skill tree visualization of the full GTM OS ecosystem. Scans content, GTM operations, voice system, agent skills, and infrastructure. Use when the user types /skilltree or asks to see their skill tree, progression map, or OS status.

RPG Skill Tree Generator (v2 — Full Ecosystem)

Generate a full-page RPG skill tree image showing progression across the ENTIRE GTM OS — not just content, but partner ops, workflows, voice system, agent skills, MCP integrations, and infrastructure. Sector nodes glow green when mastered, dim when locked. Saves weekly snapshots for progression tracking.

Command Pattern

• /skilltree -- generate/refresh the skill tree image
• Also triggers on "show skill tree", "update my skill tree", "progression check", "content map", "ecosystem map"

Workflow

Step 1: Run the Generator

python3 data/skill-tree/_gen_skill_tree.py

The script auto-scans the entire repo:

Sector	What It Scans
Content Engine	content/{platform}/final/ and drafts/ for LinkedIn, X, Substack, Reddit, TikTok, YouTube, Web
GTM Operations	clients/partner/ and clients/client/ — counts entities, prompts, research, workflows, plays
Voice System	skills/tier-1-voice-dna/, tier-2-context-playbooks/, tier-3-content-ops/, ai-pattern-detection/
Agent Skills	.cursor/skills/ — categorized into content, image, GTM ops, automation, meta
Infrastructure	~/.cursor/mcp.json (MCP servers), scripts/, data/, git safety, daily tracker, cron status

Also reads: data/daily-log/*.json for output score + letter grade, and data/skill-tree/*.json for delta computation.

Step 2: Open the Output

open data/skill-tree/YYYY-MM-DD.png

Files generated per run:

• data/skill-tree/YYYY-MM-DD.png -- the rendered skill tree image
• data/skill-tree/YYYY-MM-DD.json -- snapshot data for future delta tracking

Step 3: Report to User

Show the image and summarize:

• Which sectors are MASTERED / ACTIVE / UNLOCKING / LOCKED
• Sub-node breakdown per sector
• Any deltas since last snapshot
• Suggested next unlock

5 Ecosystem Sectors

1. Content Engine

Platforms: LinkedIn, X/Twitter, Substack, Reddit, TikTok, YouTube, Web/Site. State based on active platform count and total finals shipped.

2. GTM Operations

Sub-nodes: Partners (onboarded entities), Web Reveal, Campaigns, Outreach (HeyReach/Instantly), Enrichment, Plays. State based on entity count, prompt coverage, and play documentation.

3. Voice System

Sub-nodes: Core Voice (Tier 1), Playbooks (Tier 2), Content Ops (Tier 3), Anti-Slop. State based on file counts across all three tiers.

4. Agent Skills

Sub-nodes by category: Content, Image Gen, GTM Ops, Automation, Meta/Utility. State based on total skill count (35 = MASTERED).

5. Infrastructure

Sub-nodes: MCP Stack, Daily Tracker, Git Safety, Scripts, Data Pipeline, Cron Jobs. State based on how many infrastructure pieces are in place.

Node States (RPG Tiers)

State	Visual	General Criteria
MASTERED	Bright green glow + border, filled dots	Sector fully built out
ACTIVE	Green border, green text	Core functionality working
UNLOCKING	Amber dashed border	Started but incomplete
LOCKED	Grey dotted border, "???" or "LOCKED"	Not started

Delta Tracking

On each run, the script loads the most recent previous data/skill-tree/*.json snapshot (excluding today) and computes deltas. Positive growth renders as green badges.

Visual Design

• Canvas: 1600 x 1200 px, #0C0D11 background, CRT scanlines, Menlo font
• Layout: Central GTM OS hub with 5 sector branches radiating outward, sub-nodes fanning from each sector
• Terminal chrome: Three dots, "Shawn AI/os skill tree" branding, --full-ecosystem boot command
• Connection lines: Solid green (mastered/active), dashed amber (unlocking), dotted grey (locked)
• Footer: Ecosystem summary + "next unlock" suggestion

Dependencies

• Python 3 + Pillow (pip install Pillow)
• Menlo font (pre-installed macOS)
• Generator script at data/skill-tree/_gen_skill_tree.py

Output

• data/skill-tree/YYYY-MM-DD.png -- skill tree image (1600x1200, retina DPI)
• data/skill-tree/YYYY-MM-DD.json -- snapshot data (v2 schema with all 5 sectors)