serejaris Kimi Find Skills
Search and discover skills across multiple sources to help users find the right capability for their needs.
Workflow
Step 1: Check Existing Skills
When the user asks to find a skill, first scan the current skill list (both /app/.agents/skills/ and /app/.user/skills/) to see if any existing skill matches their need.
If a matching skill is found, present it to the user with its description and confirm if it meets their needs.
If no matching skill is found, proceed to Step 2.
Step 2: Ask for Extended Search
If no matching skill exists in the current environment, ask the user politely:
No matching skill was found in the current skill list. Would you like me to expand the search scope and look in broader skill repositories? I can search the built-in skill library, GitHub open-source skill repositories, and the SkillHub skill marketplace.
Wait for user confirmation before proceeding to Step 3.
Step 3: Multi-Source Search (User Confirmed)
Search in the following priority order. Stop and present results as soon as a suitable match is found.
3.1 Search Built-in Skills (/app/.agents/skills/)
Use shell to list all skill directories:
ls /app/.agents/skills/
Read SKILL.md files of potentially matching skills to verify relevance. If found, present the skill name and description to the user.
3.2 Search GitHub
If not found in built-in skills, search GitHub using the web_search tool:
- Query pattern:
kimi skill <keywords>orkimi agent skill <keywords> - Also try:
site:github.com kimi skill <keywords>
Evaluate results by:
- Description relevance - Does the README/SKILL.md describe solving the user's problem?
- Star count - Prefer repositories with more stars (indicates community validation)
- Recent activity - Prefer actively maintained repositories
Present the top 1-2 matches with:
- Repository name and link
- Star count
- Brief description of what it does
- Why it matches the user's need
3.3 Search SkillHub (https://skillhub.cn/)
If still not found, search SkillHub:
- Visit
https://skillhub.cn/usingbrowser_visit - Use the search functionality on the site with the user's keywords
- Browse results and identify the most relevant skill
To help users quickly find skills on SkillHub, guide them to:
- Use the search bar with specific keywords (e.g., "PDF", "weather", "image")
- Browse categories if the site has category filters
- Check skill ratings/download counts if available
- Read the skill description to verify it matches their need
Present the best match with:
- Skill name and link
- Description
- How to install/use it
Step 4: Summarize Results
After searching all sources, provide a clear summary:
- If found: Present the skill and explain how to use it
- If not found: Inform the user that no matching skill was found across all sources, and suggest:
- Creating a custom skill for their specific need
- Using general agent capabilities without a specialized skill
- Checking back later as new skills are added regularly
Search Strategy Tips
- Keyword extraction: Identify the core task/problem the user wants to solve. Convert their natural language request into 1-3 concise search keywords.
- Fuzzy matching: Consider synonyms and related terms. For example, if the user asks for "PDF editor", also search for "PDF modify", "PDF manipulation".
- Problem-to-skill mapping: If the user describes a problem rather than asking for a skill directly, infer what type of skill would solve it. For example, "I need to merge PDFs" -> search for PDF-related skills.