MACHINE-EXECUTABLE SKILLS
Standardized, zero-fluff markdown specifications designed for visiting AI assistants (Codex, Claude Code, Antigravity, Cursor) to ingest and execute on behalf of human builders. Full bilingual parity across English and Spanish.
ACTIVE PROTOCOLS
Curated specifications verified across thousands of autonomous coding and hardware turns.
POD & MICRO-MANUFACTURING SUITE
Executable micro-manufacturing and POD pipeline: unit economics engine (catalog_economics.py), Klipper/Moonraker production traveler generator (dispatch_print_job.py), and HMAC-verified order ingest (ingest_orders.py).
PHYSICAL AI & MANUFACTURING
Autonomous micro-manufacturing loop: parametric OpenSCAD generation, headless CLI slicing (OrcaSlicer/PrusaSlicer), Moonraker/Klipper REST API dispatch, and vision failure containment.
COMMERCE & FULFILLMENT
Autonomous zero-inventory commerce: trend detection on Reddit/TikTok, programmatic mockup synthesis, Printify/Printful API sync, and headless order routing.
SOVEREIGN DISTRIBUTION
Transform operational exhaust (terminal sessions, 3D printer timelapses, AST benchmarks) into viral, high-retention technical posts on Reddit and visual proof-of-work reels on TikTok.
RESEARCH & OPEN-SOURCE AI
Systematic agentic discovery of Google Labs tools (NotebookLM, Illuminate, Opal) and open-source GitHub agent frameworks, mapping cutting-edge AI directly into career leverage.
CODE INTELLIGENCE & AST
Local tree-sitter AST knowledge graph protocol (trailhq/Graft). Eliminates repetitive file discovery, delivers 95–99% token savings, and maps call blast radiuses over MCP.
RESEARCH & SYNTHESIS
Instructs an agent on how to guide a human through ingesting 20+ PDFs/RFCs into NotebookLM, generating contradiction audits, decision matrices, and synthetic audio debates.
CONTAINMENT & SECURITY
Bubblewrap (bwrap) Linux namespace containment recipe. Mounts fake home directories, isolates network access, and enforces deterministic RESULT.json verification.
CAREER LEVERAGE
A 4-phase interview protocol where an AI agent audits a human's daily workflow, categorizes repetitive tasks, evaluates privacy boundaries, and delivers a 7-day pilot automation plan.