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.

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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

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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

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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.

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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

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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

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Deployment Prerequisites

• npx wrangler authenticated to Cloudflare account 04c59c95ce8d0a0be98099b7f7e39d18
• ANTHROPIC_API_KEY set as Wrangler secret
• DNS CNAME for skill subdomain → worker route (managed under genesisconductor.io zone)

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Part of the Genesis Conductor thermodynamic AI orchestration ecosystem.
ORCID: 0009-0008-8389-1297 · Kovach Enterprises · Pasadena, MD