tools

Tool Import

Import skills and agents from GitHub repositories into the resource registry for intelligent dispatch.

Commands

• /mem:tools <github-url> — Import all skills/agents from a GitHub repo
• /mem:tools <github-url> <instructions> — Import with specific instructions (add/remove specific items)
• /mem:tools <instructions> — Directly add/remove/modify tools by prompt (no URL needed)
• /mem:tools (no args) — Show current registry stats and import help

Instructions

When the user invokes /mem:tools:

With GitHub URL

1. Call mem_registry(action="import_url", url="<github-url>", enrich=true) to import all skills/agents
2. The import pipeline automatically:
   • Fetches repo file tree via GitHub API
   • Discovers SKILL.md/AGENT.md files
   • Parses frontmatter and extracts metadata
   • Downloads files to managed/ directory
   • Runs LLM enrichment for semantic tags (when enrich=true)
3. Report imported tools in a table format

With GitHub URL + instructions

If the user provides instructions after the URL:

• "only add the TDD skill" → import only matching tools from that repo
• "remove the old testing tool" → call mem_registry(action="remove", ...)
• Follow user instructions for selective add/remove/modify operations

With instructions only (no URL)

If the user provides a prompt without a GitHub URL, parse the intent:

Adding a tool:

• "添加一个叫 my-linter 的 skill" or "add a skill called my-linter"
• → Ask for metadata (or infer from context): capability_summary, intent_tags, domain_tags, trigger_patterns
• → Call mem_registry(action="import", name="my-linter", resource_type="skill", ...)

Removing a tool:

• "删除 old-testing skill" or "remove the old-testing agent"
• → Call mem_registry(action="remove", name="old-testing", resource_type="skill")

Listing/searching:

• "有哪些 testing 相关的工具" or "list all agents"
• → Call mem_registry(action="list", type="agent") or search by keywords

Modifying a tool:

• "更新 my-linter 的描述" or "update tags for my-tool"
• → Call mem_registry(action="import", ...) with updated metadata (upsert)