Agent Building skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

luban

鲁班（Luban）——Skill打磨工坊。把一个"能用的Skill"打磨成"能被理解、能被安装、能被传播、能被验证、能持续进化"的公共Skill资产。方法论是工匠式的五个动作：验料（先挑战这个Skill的前提是否成立，不值得雕的料直说）、访行（联网寻找同类Skill，看清自己在生态里站什么位置）、过尺（结构、实测、活体三把尺一起量——活体指拉真实运行产物对账，绿色的CI会撒谎）、慢刨（冻结原版做基线，改动必须通过验证门才保留，否则回刀；验证手段尽量沉淀为仓库里的工具和规矩）、回炉（发布不是终点，留对标观察清单，下一轮从真实反馈进）。当用户想要升级、优化、打磨、产品化、发布自己开发的Skill时使用。最终产出一份结构化的《Skill打磨报告》、可直接替换的改写片段，以及一张可截图传播的"出师证书"结果卡。触发词包括但不限于：让鲁班看看这个skill、班门打磨、打磨我的skill、升级我的skill、优化这个skill、skill体检、skill审计、产品化我的skill、这个skill怎么发布、对标一下同类skill、为什么我的skill没人装、帮我把skill发到GitHub/ClawHub、改进SKILL.md。即使用户只是丢来一个Skill目录、GitHub仓库链接或一段SKILL.md说"帮我看看怎么改"，只要上下文是想让Skill变得更好用、更可传播，都应该触发。不要用于从零创建一个新Skill（用skill-creator）、不要用于普通的代码review（用code-review）、不要用于改写一段和Skill资产无关的普通提示语。

897 repo starsObserved in 2 repos

Agent Building

agent-creation

Create a new Stencila agent. Use when asked to create, write, scaffold, or set up an agent directory or AGENT.md file. Covers workspace and user-level agents with model, provider, tool, trust, and MCP configuration.

895 repo starsObserved in 1 repos

Agent Building

agent-review

Critically review a Stencila agent and suggest improvements. Use when asked to review, audit, critique, evaluate, or improve an agent directory or AGENT.md file. Covers frontmatter validation, system instruction quality, configuration correctness, and adherence to the Agent schema.

895 repo starsObserved in 1 repos

Agent Building

skill-creation

Create a new Stencila workspace skill. Use when asked to create, write, or scaffold a SKILL.md file or skill directory.

895 repo starsObserved in 1 repos

Agent Building

skill-review

Critically review a workspace skill and suggest improvements. Use when asked to review, audit, critique, evaluate, or improve a SKILL.md file or skill directory. Covers frontmatter validation, instruction clarity, completeness, and adherence to the Agent Skills Specification.

895 repo starsObserved in 1 repos

Agent Building

spike-wrap-up

Package findings from a completed spike into a durable project-local skill that auto-loads on future similar work. Reads the latest `.gsd/workflows/spikes/` dir, interviews the user on what's reusable, then writes `.agents/skills/<name>/SKILL.md`. Use when asked to "wrap up the spike", "package this as a skill", "make this reusable", "turn findings into a skill", or at the synthesize phase of `/gsd start spike`.

895 repo starsObserved in 1 repos

Agent Building

workflow-creation

Create a new Stencila workflow. Use when asked to create, write, scaffold, or set up a workflow directory or WORKFLOW.md file. Covers workflow discovery, duplicate-name checks, ephemeral workflows, WORKFLOW.md frontmatter, DOT pipeline authoring, goals, agents, branching, composition, and validation.

895 repo starsObserved in 1 repos

Agent Building

workflow-review

Critically review a Stencila workflow and suggest improvements. Use when asked to review, audit, critique, evaluate, or improve a workflow directory or WORKFLOW.md file. Covers frontmatter validation, DOT pipeline quality, workflow structure, agent selection quality, discovery metadata, ephemeral workflow conventions, workflow composition, and adherence to Stencila workflow patterns.

895 repo starsObserved in 1 repos

Agent Building

cao-plugin

Create a new CAO (CLI Agent Orchestrator) plugin. Use this skill whenever the user wants to add a plugin that reacts to CAO lifecycle or messaging events, scaffold a plugin package, understand plugin requirements, or integrate an external system (Discord, Slack, dashboards, logging, metrics) with CAO. Also use when the user asks what plugin events are available, how plugin discovery works, or how to install a plugin into a CAO environment.

892 repo starsObserved in 2 repos

Agent Building

cao-mcp-apps

Enable, operate, and extend CAO's MCP Apps surface — the sandboxed host-rendered fleet UI (SEP-1865) with the ui://cao/* views, the topology widget, the submit_command mutation choke point, SEP-2133 capability advertisement, and the default-off OAuth scope layer. Use whenever the user wants to turn on the MCP Apps UI, observe/steer a CAO fleet from inside an MCP App host (Claude / Claude Desktop, ChatGPT, VS Code GitHub Copilot, Microsoft 365 Copilot, Goose, Postman, MCPJam, Archestra.AI), debug why the views don't render, build the frontend bundles, or extend the surface (new view, tool, or command kind).

892 repo starsObserved in 1 repos

Agent Building