OpenSpace Delegate Task

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name: delegate-task description: Delegate tasks to OpenSpace — a full-stack autonomous worker for coding, DevOps, web research, and desktop automation, backed by an extensive MCP tool and skill library. Skills auto-improve through use, reducing token consumption over time. A cloud community lets agents share and collectively evolve reusable skills.

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Delegate Tasks to OpenSpace

OpenSpace is connected as an MCP server. You have 4 tools available: execute_task, search_skills, fix_skill, upload_skill.

When to use

You lack the capability — the task requires tools or capabilities beyond what you can access

You tried and failed — you produced incorrect results; OpenSpace may have a tested skill for it

Complex multi-step task — the task involves many steps, tools, or environments that benefit from OpenSpace's skill library and orchestration

User explicitly asks — user requests delegation to OpenSpace

Tools

execute_task

Delegate a task to OpenSpace. It will search for relevant skills, execute, and auto-evolve skills if needed.

execute_task(task="Monitor Docker containers, find the highest memory one, restart it gracefully", search_scope="all")

| Parameter | Required | Default | Description | |-----------|----------|---------|-------------| | task | yes | — | Task instruction in natural language | | search_scope | no | "all" | Local + cloud; falls back to local-only if no API key | | max_iterations | no | 20 | Max agent iterations — increase for complex tasks, decrease for simple ones |

Check response for evolved_skills. If present with upload_ready: true, decide whether to upload (see "When to upload" below).

{
  "status": "success",
  "response": "Task completed successfully",
  "evolved_skills": [
    {
      "skill_dir": "/path/to/skills/new-skill",
      "name": "new-skill",
      "origin": "captured",
      "change_summary": "Captured reusable workflow pattern",
      "upload_ready": true
    }
  ]
}

search_skills

Search for available skills before deciding whether to handle a task yourself or delegate.

search_skills(query="docker container monitoring", source="all")

| Parameter | Required | Default | Description | |-----------|----------|---------|-------------| | query | yes | — | Search query (natural language or keywords) | | source | no | "all" | Local + cloud; falls back to local-only if no API key | | limit | no | 20 | Max results | | auto_import | no | true | Auto-download top cloud skills locally |

fix_skill

Manually fix a broken skill.

fix_skill(
  skill_dir="/path/to/skills/weather-api",
  direction="The API endpoint changed from v1 to v2, update all URLs and add the new 'units' parameter"
)

| Parameter | Required | Description | |-----------|----------|-------------| | skill_dir | yes | Path to skill directory (must contain SKILL.md) | | direction | yes | What's broken and how to fix — be specific |

Response has upload_ready: true → decide whether to upload.

upload_skill

Upload a skill to the cloud community. For evolved/fixed skills, metadata is pre-saved — just provide skill_dir and visibility.

upload_skill(
  skill_dir="/path/to/skills/weather-api",
  visibility="public"
)

For new skills (no auto metadata — defaults apply, but richer metadata improves discoverability):

upload_skill(
  skill_dir="/path/to/skills/my-new-skill",
  visibility="public",
  origin="imported",
  tags=["weather", "api"],
  created_by="my-bot",
  change_summary="Initial upload of weather API skill"
)

| Parameter | Required | Default | Description | |-----------|----------|---------|-------------| | skill_dir | yes | — | Path to skill directory (must contain SKILL.md) | | visibility | no | "public" | "public" or "private" | | origin | no | auto | How the skill was created | | parent_skill_ids | no | auto | Parent skill IDs | | tags | no | auto | Tags | | created_by | no | auto | Creator | | change_summary | no | auto | What changed |

When to upload

| Situation | Action | |-----------|--------| | Skill was originally from the cloud | Upload back as "public" — return the improvement to the community | | Fix/evolution is generally useful | Upload as "public" | | Fix/evolution is project-specific | Upload as "private", or skip | | User says to share | Upload with the visibility the user wants |

Notes

execute_task may take minutes — this is expected for multi-step tasks.

upload_skill requires a cloud API key; if it fails, the evolved skill is still saved locally.

After every OpenSpace call, tell the user what happened: task result, any evolved skills, and your upload decision.

execute_task may take minutes — this is expected for multi-step tasks.

upload_skill requires a cloud API key; if it fails, the evolved skill is still saved locally.

After every OpenSpace call, tell the user what happened: task result, any evolved skills, and your upload decision.