From airis-mcp-gateway
Guides doc lookup and web search workflow for investigating libraries, APIs, or unfamiliar patterns before implementation.
How this skill is triggered — by the user, by Claude, or both
Slash command
/airis-mcp-gateway:mcp-researchThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Use this workflow when you need to investigate a library, API, or unfamiliar pattern before writing code.
Use this workflow when you need to investigate a library, API, or unfamiliar pattern before writing code.
Gateway instructions already tell you WHICH tools map to which domains. This skill teaches you HOW to use them effectively in sequence.
Before reaching for any tool, clarify:
Use the Gateway's doc lookup tools (per the Tool Routing Guide in your instructions):
If the docs answer your question, stop here. Do not search the web redundantly.
Use the Gateway's web search tools only when:
Search with specific, targeted queries — not broad "how to use X" searches.
Before proceeding to implementation:
| Situation | Action |
|---|---|
| Official docs have the answer | Stop. No web search needed |
| Docs exist but topic not covered | Web search for that specific gap |
| No docs indexed at all | Web search directly |
| Found conflicting information | Prefer official docs over community posts |
| Information seems outdated | Note the version and check for newer sources |
npx claudepluginhub agiletec-inc/airis-mcp-gateway --plugin airis-mcp-gatewayFetches live documentation and implementation guidance for any library, framework, or API. Invoked when the user asks for documentation, examples, or best practices.
Guides WebSearch queries to find authoritative documentation, best practices, implementation patterns, and version-specific details for frameworks, APIs, and databases.
Retrieves code context summaries, API docs, and examples from GitHub repos, npm/pip libraries, code searches, and clones using isolated agents.