penghang1223 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_taskmay take minutes — this is expected for multi-step tasks.upload_skillrequires 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.