OctoAgent

配置 OctoAgent 的 LLM Provider、模型别名和 Memory 模型绑定。适用于新增 SiliconFlow / OpenRouter / OpenAI 等 Provider、设置 main / cheap / memory aliases，以及说明 Web / CLI / Agent 的正确配置入口与生效方式。

Build, scaffold, and register MCP (Model Context Protocol) servers for OctoAgent. Use when: (1) creating a new MCP server from scratch, (2) adding tools/resources to an existing MCP server, (3) registering an MCP server with OctoAgent's MCP registry, (4) debugging MCP server connectivity. NOT for: using existing MCP tools (those are auto-available), general API integrations without MCP.

Delegate coding tasks to OctoAgent Workers. Use when: (1) building/creating new features, (2) reviewing PRs, (3) refactoring codebases, (4) iterative coding that needs file exploration. NOT for: simple one-liner fixes (just edit), reading code (use filesystem tools directly).

GitHub operations via `gh` CLI: issues, PRs, CI runs, code review, API queries. Use when: (1) checking PR status or CI, (2) creating/commenting on issues, (3) listing/filtering PRs or issues, (4) viewing run logs. NOT for: local git operations (use git directly), non-GitHub repos, or cloning (use git clone).

View LiteLLM Proxy model usage and cost data. Use when: user asks about model costs, token usage, spending breakdown, or API usage statistics. Queries LiteLLM spend endpoints.

Edit PDFs with natural-language instructions using the nano-pdf CLI. Use when asked to edit, modify, or update PDF content on specific pages.

Create or update SKILL.md files. Use when designing, structuring, or packaging skills with scripts, references, and assets.

Summarize or extract text/transcripts from URLs, podcasts, and local files. Use when asked to summarize a URL, article, video, or local document.

Get current weather and forecasts via wttr.in. Use when: user asks about weather, temperature, or forecasts for any location. NOT for: historical weather data, severe weather alerts, or detailed meteorological analysis. No API key needed.

Search and analyze session logs and conversation history using OctoAgent Event Store and SQLite. Use when: user asks about prior conversations, session history, task execution logs, or event timeline.