Genesis Conductor — Optimization Skills Repository
Org: Genesis-Conductor-Engine · Maintainer: Igor Holt (PI, Kovach Enterprises)
This repository is the canonical source for all Genesis Conductor optimization skills — self-contained AI inference modules that enforce thermodynamic efficiency principles across workflow, engineering, and strategic domains. Each skill is a deployable unit with a defined schema, Cloudflare Worker runtime, and validated example output corpus.
Skill Registry
| Skill | Version | Domain | Complexity | Deployment | Status |
|---|
pareto-audit | 1.0.0 | Business / Workflow / Engineering | 6.5 | pareto.genesisconductor.io | ✅ Production |
Machine-readable registry: registry/index.jsonl
Repository Structure
Pareto/
├── CODEOWNERS
├── README.md # This file — org showcase
├── registry/
│ └── index.jsonl # Skill registry (JSONL, one record per skill)
├── skills/
│ └── <skill-name>/
│ ├── SKILL.md # Canonical skill definition (multi-skill-orchestrator-mcp compatible)
│ ├── src/
│ │ └── worker.js # Cloudflare Worker (frontend + API proxy)
│ ├── wrangler.jsonc # Wrangler deployment config
│ ├── deploy.sh # One-command deploy
│ └── examples/ # Validated audit results (ground truth corpus)
│ └── <domain>-<date>.json
└── docs/
└── adding-a-skill.md # Contributor spec
Skill Architecture
All skills conform to the Pareto Cognitive Engine (PCE) interface contract:
Input (HTTP POST /api/audit)
└── { domain, goal, activities[], outputs? }
↓
Cloudflare Worker
↓
Anthropic API (claude-sonnet-4-20250514) + PCE system prompt
↓
Output (JSON)
└── { summary, vital_20[], trivial_80[], unconventional_reframes[], action_matrix[], recursive_note }
Rate control: 3 free audits/day/IP via Cloudflare KV. Stripe entitlement gates Pro ($19/mo) and Team ($149/mo) tiers.
Adding a Skill
See docs/adding-a-skill.md for the full contributor spec.
Minimum acceptance criteria:
SKILL.md passes multi-skill-orchestrator-mcp registry validation- ≥ 3 example outputs covering distinct domains
- Worker deploys clean against
pareto.genesisconductor.io zone or a new subdomain
- Entry added to
registry/index.jsonl
Integration
| Surface | Method |
|---|
multi-skill-orchestrator-mcp | npm i -g multi-skill-orchestrator-mcp → skill ID matches registry/index.jsonl |
| Genesis Conductor Coalition | Plugin-compatible via coalition-gateway entitlement |
QMCP (mcp.genesisconductor.io) | MCP tool surface, skill IDs routed via Genesis Conductor agent layer |
| Direct HTTP | POST https://<skill-subdomain>.genesisconductor.io/api/audit |
Deployment Prerequisites
npx wrangler authenticated to Cloudflare account 04c59c95ce8d0a0be98099b7f7e39d18ANTHROPIC_API_KEY set as Wrangler secret- DNS
CNAME for skill subdomain → worker route (managed under genesisconductor.io zone)
Part of the Genesis Conductor thermodynamic AI orchestration ecosystem.
ORCID: 0009-0008-8389-1297 · Kovach Enterprises · Pasadena, MD
