# Metacognitive Compute Scheduler

> Use this tool when you need to optimize computational resources for AI agents by dynamically allocating processing power between intuitive and deliberative thinking. It solves problems of inefficient resource utilization and improves decision-making speed by learning from experience. The scheduler takes in agent tasks and outputs optimized processing allocations, ideal for use in complex, dynamic environments where adaptability is key.

Canonical page: https://skillsregistry.net/skills/lzf1111-metacognitive-compute-scheduler  
JSON: https://api.skillsregistry.net/v1/skills/lzf1111-metacognitive-compute-scheduler

## Description

An MCP server that decides whether each step of an agent requires cheap intuition (System 1) or expensive deliberation (System 2) by learning from experience rather than hand-written rules.

## Trust

- **Trust score (0–1):** 0.42
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/sfgroy1tpg)
- **Repository:** <https://github.com/LZF1111/metacognitive-compute-scheduler-EMMS-messo139>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "lzf1111-metacognitive-compute-scheduler"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/lzf1111-metacognitive-compute-scheduler` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/lzf1111-metacognitive-compute-scheduler/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt