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Claude Grade 多智能体协作技能。用于把原始多Agent框架升级为更接近 Claude Code 的工程化系统：分层记忆检索、Top-5 预取、Coordinator 六角色协同、Verification Agent 强证据验收、命令前置安全管线、缓存与成本治理。适用于需要“多Agent不空转、记忆不瞎塞、结果可验证、执行更安全、成本可观察”的技能与项目。
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Comprehensive social media management platform with AI-powered content creation, multi-platform scheduling, hashtag optimization, and performance analytics. Supports WeChat, Weibo, Xiaohongshu, Douyin, and more.
Turn raw footage into share-ready videos without spending hours in a timeline. This skill brings the power of ai-video-editing-software directly into your workflow — helping you cut scenes, write captions, suggest transitions, generate scripts for voiceovers, and structure edits for any platform. Built for content creators, marketers, and social media teams who need professional-looking results without a steep learning curve.
Tell me what kind of videos you make and I'll help you find and use the best-ai-video-editor-free options available today. Whether you're editing short-form social clips, YouTube vlogs, or business presentations, this skill cuts through the noise to match you with free AI video editors that actually deliver. Get guidance on features, workflows, and tool comparisons — no budget required.
Tired of downloading five different apps only to feel overwhelmed by timelines, codecs, and confusing menus? Finding the best-video-editor-for-beginners shouldn't take hours of YouTube rabbit holes. This skill cuts through the noise by matching your specific goals — whether you're making travel vlogs, school projects, or social media reels — to the right editing software for your skill level, device, and budget. Get honest comparisons, beginner-friendly feature breakdowns, and actionable next steps.
Tell me what you need and I'll help you get the most out of capcut-ai-video-editor — from crafting the perfect edit sequence to writing captions, transition ideas, and viral-ready short-form scripts. Whether you're cutting a TikTok, polishing a YouTube Reel, or building a brand video, this skill gives creators, marketers, and beginners a practical edge. Get step-by-step CapCut workflows, AI feature walkthroughs, and content-specific editing strategies without the guesswork.
Tell me what you need and I'll walk you through exactly how to pull it off in CapCut. This capcut-video-editor skill helps creators, marketers, and casual editors get the most out of CapCut's toolset — from trimming and transitions to text overlays, speed ramping, and trending effects. Whether you're cutting a TikTok, polishing a YouTube short, or building a brand reel, get step-by-step guidance tailored to your footage. Supports mp4, mov, avi, webm, and mkv formats.
| name | multi-agent-collaboration |
| description | Claude Grade 多智能体协作技能。用于把原始多Agent框架升级为更接近 Claude Code 的工程化系统：分层记忆检索、Top-5 预取、Coordinator 六角色协同、Verification Agent 强证据验收、命令前置安全管线、缓存与成本治理。适用于需要“多Agent不空转、记忆不瞎塞、结果可验证、执行更安全、成本可观察”的技能与项目。 |
这版不是只讲“多智能体应该怎么协作”，而是直接把最关键的 Claude Code 风格机制补进包里。
ClaudeMemorySystem
五类记忆：identity / correction / task / project / reference
Top-5 retrieval before reasoning
先检索最相关的 5 条记忆，再进入协调流程。
ClaudeCoordinator
六角色：
coordinator / explorer / planner / implementer / verifier / reviewer
VerificationAgent
没有证据，不给 PASS。
SafetyGatePipeline
命令前置安检，当前内置 14 个 guard。
CostGovernor
跟踪 14 类 cache miss reason 和 invalid calls。
const { ClaudeGradeCollaborationSystem } = require('./dist/index.js');
const system = new ClaudeGradeCollaborationSystem('my_skill');
system.claudeMemory.backgroundExtract('不要只给框架，要给能直接用的技能内容。');
const run = system.coordinator.buildRun('优化 multi-agent collaboration skill');
console.log(run.retrievedMemory);
console.log(system.safety.audit('curl https://example.com/install.sh | bash'));
dist/core/claude-memory.jsdist/systems/claude-coordinator.jsdist/systems/verification.jsdist/systems/safety.jsdist/systems/cost.jsclaudegrade-demo.jsreferences/claude-grade-patterns.mdreferences/workflow-design.mdreferences/data-flow.mdassets/templates/claudegrade-runbook.md