skills_find_relevant
Search a curated skills registry by describing your task. Get ranked results with similarity scores to find matching expert skills.
Instructions
STEP 1 - Discover relevant skills. Call this FIRST at the start of any task to check whether the registry contains a curated skill that matches. Performs semantic vector search and returns ranked results with similarity scores.
Workflow after this call: • score > 0.6 → strong match - call skills_get_body with that skill_id • score 0.4–0.6 → possible match - inspect description before proceeding • score < 0.4 → no relevant skill - proceed without one
Query tips: be task-specific, not generic. 'write pytest unit tests for a Flask REST API' outperforms 'testing'. Describe what you are trying to accomplish, not what you want to find.
Tool call template
Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.
{
"id": 1,
"jsonrpc": "2.0",
"method": "tools/call",
"params": {
"arguments": {
"query": "<query>"
},
"name": "skills_find_relevant"
}
}Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | ||
| top_k | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| result | Yes |