Hive Parallelism Stack (High Performance)

Name: Hive Parallelism Stack (High Performance)
Author: MidOSresearch

The official technical stack for achieving "Best in World" concurrency and parallelism in the Sovereign Hive.

by MidOSresearch(0) 0 installs

Free

Free account. Installing gives you the manifest plus copy-paste snippets.

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About

Imported from MidOSresearch/midos (knowledge/skills/hive_parallelism_stack/SKILL.md). Install upstream with npx skills add MidOSresearch/midos --skill hive_parallelism_stack. Copyright stays with the author.

🚀 Skill: Hive Parallelism Stack

1. The Challenge (Python's Limit)

Python Global Interpreter Lock (GIL) prevents true thread parallelism for CPU-bound tasks.

Threads are good for Waiting (IO/Network).

Note: Full content available to MidOS PRO subscribers. See https://midos.dev/pricing

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

# after Install: the listing is in your workspace's routing pool - a plan picks it for its slot
curl -s -X POST https://api.opensmartroute.ai/api/v1/route -H 'Authorization: Bearer $OSR_API_KEY' -H 'Content-Type: application/json' -d '{"text": "...", "plan": true}'

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

midosresearch-midos-hive-parallelism-stack.ocm.jsonjson

{
  "ocm": "1",
  "id": "midosresearch-midos-hive-parallelism-stack",
  "kind": "skill",
  "name": "Hive Parallelism Stack (High Performance)",
  "description": "The official technical stack for achieving \"Best in World\" concurrency and parallelism in the Sovereign Hive.",
  "publisher": "MidOSresearch",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "github"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "The official technical stack for achieving \"Best in World\" concurrency and parallelism in the Sovereign Hive."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "github",
      "repository": "https://github.com/MidOSresearch/midos",
      "path": "knowledge/skills/hive_parallelism_stack/SKILL.md",
      "ref": "4642a7df82f1f9f40ad7920eeb647ae20ff7b1dd",
      "url": "https://github.com/MidOSresearch/midos/blob/4642a7df82f1f9f40ad7920eeb647ae20ff7b1dd/knowledge/skills/hive_parallelism_stack/SKILL.md",
      "key": "MidOSresearch/midos/knowledge/skills/hive_parallelism_stack/SKILL.md"
    }
  },
  "instructions": "# 🚀 Skill: Hive Parallelism Stack\n\n## 1. The Challenge (Python's Limit)\n\nPython Global Interpreter Lock (GIL) prevents true thread parallelism for CPU-bound tasks.\n\n- **Threads** are good for Waiting (IO/Network).\n\n> **Note**: Full content available to MidOS PRO subscribers. See https://midos.dev/pricing",
  "cost": {
    "context_tokens": 76
  }
}

Fetch it by URL: GET /api/v1/registry/midosresearch-midos-hive-parallelism-stack/manifest?version=1.0.0

About

🚀 Skill: Hive Parallelism Stack

1. The Challenge (Python's Limit)

Use it

Manifest

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