zoom-out 是做什么的？
指示智能体缩小视角，提供更广泛的上下文或更高层次的视角。当你对某段代码不熟悉或需要理解它如何融入全局时使用。
指示智能体缩小视角，提供更广泛的上下文或更高层次的视角。当你对某段代码不熟悉或需要理解它如何融入全局时使用。
该技能（mattpocock/zoom-out）旨在帮助开发者快速从代码细节中抽离，获得更宏观的理解。当你面对一段不熟悉的代码或复杂的代码库时，它可以指导AI智能体（如Claude Code、Cursor等）主动提供高层级解释，阐明当前代码在整个项目中的位置、与其他模块的关系以及整体设计意图。这有助于减少认知负担，加速新手上手过程，并避免在局部问题上陷入过深。该技能适用于任何支持自定义技能的AI编程助手平台，通过简单的自然语言指令即可触发。它的核心价值在于将AI从“逐行解释”提升为“架构洞察”，让开发者能更快地建立心智模型，从而更高效地进行代码审查、重构或功能开发。
npx skills add https://github.com/mattpocock/skills/tree/main/skills/zoom-outInstalled? Explore more 生产力与协作 skills: steipete/gemini, steipete/gh-issues, steipete/skill-creator · View all 6 →
指示智能体缩小视角，提供更广泛的上下文或更高层次的视角。当你对某段代码不熟悉或需要理解它如何融入全局时使用。
This repo contains 20 individual skills — each has its own dedicated page.
Ask which skill or flow fits your situation. A router over the skills in this repo.
Ultra-compressed communication mode. Cuts token usage ~75% by dropping filler, articles, and pleasantries while keeping full technical accuracy. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman.
Hand the current conversation off to a fresh background agent that picks up the work immediately.
Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when another skill needs the deep-module vocabulary.
Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".
Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is broken/throwing/failing, or describes a performance regression.
Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.
Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, record an architectural decision, or when another skill needs to maintain the domain model.
Edit and improve articles by restructuring sections, improving clarity, and tightening prose. Use when user wants to edit, revise, or improve an article draft.
Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute. Use when user wants to prevent destructive git operations, add git safety hooks, or block git push/reset in Claude Code.
Grill the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phrases.
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".
Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against their project's language and documented decisions.
Compact the current conversation into a handoff document for another agent to pick up.
Implement a piece of work based on a PRD or set of issues.
Implement a specification in code.
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
Grill me about specs for the workflows I want to build, within this workspace.
Migrate test files from `as` type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace `as` in tests, or needs partial test data.
Search, create, and manage notes in the Obsidian vault with wikilinks and index notes. Use when user wants to find, create, or organize notes in Obsidian.
Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing.
Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.
Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.
Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.
Delegate coding work to Codex, Claude Code, or OpenCode as background workers; not simple edits or read-only code lookup.
List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.