相关职业
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/nguyenthienthanh/aura-frog --skill lazy-agent-loader命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
正在显示 SKILL.md
基于 SOC 职业分类
| name | lazy-agent-loader |
| description | Load agent definitions on-demand to reduce context usage. Only loads full agent when needed. |
| autoInvoke | false |
| priority | high |
| triggers | ["when agent is selected","agent:load"] |
| allowed-tools | Read, Glob |
| user-invocable | false |
AI-consumed reference. Optimized for Claude to read during execution. Human-readable explanation: see docs/architecture/HIERARCHICAL_PLANNING.md or docs/getting-started/ depending on topic.
Reduce token usage: load agent summaries initially (~50 tokens each), full definition only when activated.
agent_index[16]{id,category,specialty,keywords}:
mobile,dev,React Native/Expo mobile,react-native/expo/RN/mobile/ios/android
mobile-flutter,dev,Flutter/Dart mobile,flutter/dart/bloc/mobile
web-angular,dev,Angular frontend,angular/ngrx/rxjs/typescript
web-vuejs,dev,Vue.js frontend,vue/vuejs/pinia/nuxt/composition
web-reactjs,dev,React frontend,react/reactjs/jsx/hooks/redux
web-nextjs,dev,Next.js fullstack,next/nextjs/ssr/ssg/app-router
architect,dev,Node.js backend,nodejs/express/nestjs/fastify/api
backend-python,dev,Python backend,python/django/fastapi/flask/api
backend-go,dev,Go backend,go/golang/gin/fiber/api
backend-laravel,dev,Laravel/PHP backend,laravel/php/eloquent/artisan
security,quality,Security auditing,security/vulnerability/audit/owasp
tester,quality,Testing/QA,test/testing/coverage/qa/jest/cypress
devops,ops,DevOps/CI-CD,deploy/docker/kubernetes/ci-cd/pipeline
router,infra,Agent detection,detect/agent/select/route
lead,infra,PM/orchestration,pm/project/orchestrate/manage
scanner,infra,Project management,project/detect/identify/config/context
| Score | Level | Action |
|---|---|---|
| >= 80 | PRIMARY | Load full definition (agents/[id].md) |
| 50-79 | SECONDARY | Summary only from index |
| < 50 | OPTIONAL | Don't load |
comparison[4]{scenario,without_lazy,with_lazy,savings}:
Initial load,~48000,~1200,97.5%
Single agent,~48000,~2700,94.4%
Dual agent,~48000,~4200,91.3%
3 agents,~48000,~5700,88.1%
Loaded agents cached in session. Track: loaded_agents[]: mobile,tester. Force reload: reload agent <id>.
Used automatically by agent-detector for optimized loading. Score agents by keywords from index, load only PRIMARY agents.
Vision feedback loop for UI — render the running UI, screenshot it across viewports + dark mode, run deterministic gates then a multimodal critique against the design system, and iterate until it passes. Use after building or changing a UI component/page, when asked to 'check the UI', make it 'look right', or verify a build matches a design spec / Stitch screen.
UI/UX design expertise — component design, design system selection, responsive layout. Includes auto-detection from package.json and Context7 integration for library docs.
Generate a cohesive color-token system from ONE OKLCH brand hue — primary/secondary/background/foreground/muted/border with semantic light + dark, emitted as a Tailwind v4 @theme block or a CSS-variables fallback. Use when starting a design system, defining brand colors, setting up theming/dark-mode, or replacing scattered hardcoded colors with a derived palette.