SEAR

SEAR is the Self Evolving Agent Retrainer: a public launch surface, a read-only ChatGPT app via MCP, and an installable CLI for operator-grade release inspection.

What ships

• apps/web: Next.js 16 site with SEO metadata, robots.txt, sitemap.xml, sitemap.txt, llms.txt, benchmark pages, and a remote MCP endpoint at /api/mcp
• packages/sear-cli: installable sear CLI with doctor, overview, benchmarks, sitemap, and raw request get
• .codex/skills/sear: companion skill for future Codex threads

Local workflow

pnpm install
pnpm build
pnpm test
pnpm bench
pnpm install:cli
sear --json doctor

sear doctor defaults to the live deployment at https://sear.genesisconductor.io. For a local dev server, pass an explicit base URL:

pnpm dev
sear --base-url http://localhost:3000 --json doctor

Cloudflare deploy

SEAR is configured to run on Cloudflare Workers at https://sear.genesisconductor.io.

pnpm preview:cloudflare
pnpm deploy:cloudflare

The app deploys from apps/web via the OpenNext adapter and Wrangler, with the custom domain attached in apps/web/wrangler.jsonc.

ChatGPT app

The remote MCP endpoint is exposed at /api/mcp. Connect it from ChatGPT developer mode over HTTPS after deployment.

{
  "$schema": "https://www.schemastore.org/schemas/json/claude-code-marketplace.json",
  "name": "genesis-conductor-sear",
  "owner": {
    "name": "Igor Holt (@invariantx)",
    "email": "iholt@mymail.aacc.edu",
    "url": "https://github.com/igor-holt"
  },
  "description": "SEAR — Self Evolving Agent Retrainer by Igor Holt (@invariantx) for Genesis Conductor. Production launch surface with Next.js 16 SEO-optimized site (sitemap, robots, llms.txt), remote MCP endpoint at /api/mcp for ChatGPT developer mode, and installable `sear` CLI (doctor, overview, benchmarks, sitemap). Cloudflare Workers deployment at sear.genesisconductor.io. Provides operator-grade release inspection, benchmarking, and self-evolution loops for autonomous agents. Deeply aligned with OpenClaw persistent state, MCP bridging, and thermodynamic verification for continuous agent improvement pipelines.",
  "version": "1.0.0",
  "homepage": "https://github.com/igor-holt/sear",
  "keywords": [
    "sear",
    "self-evolving-agent-retrainer",
    "genesis-conductor",
    "igor-holt",
    "invariantx",
    "mcp-endpoint",
    "chatgpt-mcp",
    "sear-cli",
    "cloudflare-workers",
    "agent-retraining",
    "benchmarks",
    "llms-txt",
    "seo-optimized",
    "openclaw",
    "clawhub",
    "operator-inspection",
    "claude-code-marketplace",
    "continuous-improvement"
  ],
  "plugins": [
    {
      "name": "sear",
      "source": "https://github.com/igor-holt/sear",
      "description": "Self Evolving Agent Retrainer: SEO-first web surface, remote MCP for ChatGPT, and professional CLI for agent release inspection and benchmarking. Deployed at sear.genesisconductor.io with full Cloudflare integration. Core component of Genesis Conductor agent lifecycle and self-improvement infrastructure.",
      "version": "1.0.0",
      "tags": [
        "mcp",
        "cli",
        "retraining",
        "benchmarks",
        "genesis-conductor",
        "seo"
      ],
      "category": "agent-infrastructure",
      "homepage": "https://github.com/igor-holt/sear",
      "keywords": [
        "sear self evolving agent retrainer",
        "genesis conductor sear mcp cli",
        "chatgpt remote mcp endpoint",
        "agent benchmarking and inspection"
      ]
    }
  ],
  "links": {
    "x": "https://x.com/invariantx",
    "website": "https://genesisconductor.io",
    "github": "https://github.com/igor-holt/sear",
    "live-site": "https://sear.genesisconductor.io"
  }
}