houmao-agents

Use when the user wants to search, fetch, or bulk-collect academic papers, authors, citations, references, recommendations, or Semantic Scholar datasets through direct curl calls to the Semantic Scholar APIs.

Manual invocation only; Imsight-authored command skill for analyzing, deep-inspecting, designing, creating, refactor-migrating, testing, hardening, or formatting agent skills. Use only when the user explicitly invokes imsight-agent-skill-handling or asks to use this exact skill. Its subcommands are help, analyze, deep-inspect, design, create, refactor-migrate, test, harden, and format. Do not invoke implicitly for generic skill creation, skill audits, skill updates, skill-format work, routing from another skill, generic coding tasks, or ordinary use of a domain skill.

Use when building or maintaining a Karpathy-style LLM knowledge base inside the current project, or when deploying the bundled local web viewer for that wiki. Triggers on requests to scaffold, compile, ingest, research, collect, inventory, project, query, lint, audit, or launch an LLM Wiki.

Use when explicitly invoking imsight-reporting, routing from another Imsight skill, or using Imsight context to produce a daily work log from Git commits, staged or unstaged diffs, nested repositories, research-topic artifacts, build records, specifications, or other project evidence.

Use when explicitly invoking imsight-dev-box-network, routing from another Imsight skill, or using Imsight context to configure, audit, repair, or document dev-box networking, SSH tunnels, proxy access, relay access, exposed ports, remote Playwright browser control, systemd user tunnel services, or host-to-host access. Do not use for generic networking tasks without Imsight context.

Use when explicitly asked to use Imsight project design, Imsight SOP, this exact skill, or an Imsight-authored process to scaffold or revise feature planning, define a feature, design use cases, design interfaces or agent skills, manually refine recorded design decisions, or write an implementation handoff.

Use when explicitly invoking imsight-autodev-master, routing from another Imsight skill, or using Imsight context to dispatch a maintained master workflow, raw OpenSpec invocation, or imsight-autodev-slave operation to a Houmao-managed slave. Do not use implicitly for ordinary development tasks.

Use when explicitly invoking imsight-dev-box-init, routing from another Imsight skill, or using Imsight context to install software, bootstrap a development box, configure Codex CLI or third-party providers, install Tavily or Houmao tooling, or create Claude-Kimi launchers and specialists. Do not use for generic setup tasks without Imsight context.

Use when a human request, gateway message, mailbox notification, direct command, Imsight route, or relevant Imsight context explicitly names imsight-autodev-slave for maintained Houmao slave operations such as init-openspec or the one-pass OpenSpec lifecycle. Do not use implicitly for ordinary development tasks.

Use when explicitly invoking imsight-info-gathering, routing from another Imsight skill, requesting Imsight-style research or reporting, or using Imsight context for online search, source extraction or download, LibGen link finding, source ledgers, source packs, or cited synthesis.

Use when the user explicitly invokes imsight-project-automation or requests one of its maintained project routines, including an OpenSpec lifecycle in one pass or user-directed testing followed by minimal bug fixes through OpenSpec.

Use when explicitly invoking imsight-project-explore, routing from another Imsight skill, or handling an Imsight-scoped request to explore a project before implementation, clarify specs, behavior, scope, acceptance criteria, ambiguities, terminology, plan risks, or contradictions between docs and code. Do not use for implementation-only tasks unless exploration is requested first.

Use when the user explicitly invokes imsight-project-mgr or another loaded skill routes a supported project-foundation or project-development operation to it. Covers Pixi/Python project initialization and structure, universal project rules, clean Git worktrees, and isolated implementation. Do not invoke implicitly for generic project tasks or from Imsight context alone.

Use when explicitly invoking imsight-project-misc, routing from another Imsight skill, or using Imsight context for miscellaneous project infrastructure, development utilities, project-local Docker services, Compose service folders, or support work without a more specific Imsight owner. Do not use for generic project or Docker tasks without Imsight context.

Use when explicitly invoking imsight-doc-writing, routing from another Imsight skill, or handling an Imsight-scoped request to draft, revise, structure, review, or polish technical Markdown, project notes, design or usage docs, architecture explanations, or Mermaid diagrams.

Install, bootstrap, and configure Hermes Agent, including Kimi/Moonshot provider setup, Feishu/Lark gateway setup, Houmao system skills installation, and Tavily CLI/search skills. Use when the user asks to install Hermes, configure Hermes, connect Hermes to Feishu or Lark, add Houmao skills to Hermes, set up Kimi for Hermes, or install Tavily for Hermes.

Operate Gitee through API v5 using a provided access token or the GITEE_ACCESS_TOKEN environment variable. Use when listing, creating, cloning, pulling, inspecting, updating, deleting, or otherwise managing Gitee repositories; accessing private repos through API calls; reading or writing repository contents; checking branches, tags, collaborators, deploy keys, webhooks, releases, watchers/subscribers, issues, or pull requests; testing OAuth/API tokens; or translating a Gitee task into concrete API requests.

How to invoke OpenSpec skills for a Codex-based Houmao managed agent using the $openspec-* command syntax via gateway prompt.