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RAG 系统设计训练平台。用于系统学习 RAG、搭建最小 RAG、比较 Embedding/Rerank/向量数据库方案、做实验记录和输出企业级 RAG 架构方案。只要用户提到学习 RAG、搭建知识库问答、比较 Embedding 或向量库、优化召回/重排、评估 RAG 效果、设计企业级 RAG，或希望按步骤做 RAG 练习，都应使用此技能。

Based on computer vision, automatically detects coughing, phlegm, and wheezing frequency, counts the frequency of episodes, used for early health anomaly alerts, helping to detect respiratory diseases in a timely manner. | 呼吸道症状智能识别技能，基于计算机视觉自动检测咳嗽、咳痰、喘息频率，统计发作频次，用于健康异常早期提醒，帮助及时发现呼吸道疾病

Use when mapping patent claims to products, analyzing patent infringement, or preparing freedom-to-operate analyses. Compares patent claims against product features for biotech and pharmaceutical IP assessment.

Git Worktree Manager

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Discover and register autonomous AI agents. Use when: browsing the agent registry, submitting an agent for verification, or embedding agent badges. NOT for: general web search or agent capability analysis.

adapter-expert

aico-pm-competitor-analysis

Feature-Sliced Design(FSD) 아키텍처를 적용한 프론트엔드 프로젝트 개발 지원. FSD 레이어, 슬라이스, 세그먼트 구조 설계, 의존성 규칙 적용, 마이그레이션 시 사용.

Use when implementing ANY computer vision feature - image analysis, object detection, pose detection, person segmentation, subject lifting, hand/body pose tracking.

Use after modifying existing systems to update blueprint documentation. Read blueprints with read_blueprint before changes, update with write_blueprint after. Prevents documentation drift.

Branch Worktree Guardian - Git 分支和 Worktree 管理工具. Use for: (1) 新開發需求時建立隔離分支, (2) 使用 worktree 機制避免分支衝突, (3) 驗證當前工作分支正確性, (4) 預防在錯誤分支上開發

Creates a **production-ready ChatGPT-style chatbot widget** with advanced features:

This skill should be used when developing or modifying dotfiles using chezmoi. Covers using .chezmoidata for configuration data and modify_ scripts (or run_onchange_after_ scripts for symlinked directories) for non-destructive file merging. Particularly useful when needing to configure application settings without overwriting user preferences.

Close and archive a completed feature, moving it from active backlog to completed.

'CRITICAL guardrail for preventing code duplication and magic strings

Compare document similarity using TF-IDF, cosine similarity, and Jaccard index. Use for plagiarism detection, duplicate finding, or content matching.

<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->

Find existing code patterns before implementing new features

<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->

Ensure consistency of documentation files. Use this skill when you made a significant change to the codebase that may affect the documentation (like feature addition), or when you made a significant change to the documentation itself.

docgen

Domain Layer 전문가. DDD Aggregate Root 설계, VO 불변 객체, Domain Event, Domain Exception 구현. Law of Demeter 적용, Tell Don't Ask 패턴 강제. Lombok 금지, Setter 금지, 외부 의존성 금지.

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文本向量化（Embedding）基础服务。将自然语言转换为高维稠密向量，为语义搜索、聚类分析、推荐系统等下游任务提供核心数据支持。

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Estimate implementation complexity for features and technical tasks

Estimation techniques including analogous, parametric, three-point, and expert judgment methods. Provides effort, cost, duration, and complexity estimates for projects, features, and tasks.

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factory-assembler-expert

feature-documenter

Automate the complete lifecycle of feature flags in Saberloop, following Epic 10 hygiene standards

Count features marked as @failing and write to status JSON file. Used to determine when the autonomous coding loop should end.

Create Forgekeeper task cards following project conventions

Create, switch, and manage git branches with proper handling of uncommitted changes. Use when creating feature branches, switching contexts, or cleaning up after merges.

GitHub 代码提交与推送 - 完整的 git commit 和 push 工作流，包含远程仓库配置、冲突处理和 SSH 推送。

Creates well-structured GitHub issues for the MCPSpy project using the gh CLI tool. Use when asked to create issues, report bugs, or document features. Follows conventional naming with feat/chore/fix prefixes and maintains appropriate detail levels.

Spawn and coordinate parallel Claude Code sub-agents using git worktrees. Use this skill when you need to parallelize work across multiple independent tasks, delegate subtasks to sub-agents, or orchestrate complex multi-part implementations.

Use this skill when you are creating documentation for an existing Connect feature or updating existing docs

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Navigate and understand the innozverse repository structure, file organization, naming conventions, and module boundaries. Use when creating new files, organizing code, or understanding where to add features.

This skill enables parallel development by using git worktrees. Each worktree provides an isolated working directory with its own branch, allowing multiple agents to work on different features simulta

Apply when writing or editing PlantUML (.puml, .plantuml, .pu) files or when generating diagrams from text descriptions. Covers diagram type selection, syntax conventions, modern styling, preprocessing, audience-aware abstraction levels, and common anti-patterns. Project conventions always override these defaults.

> **Purpose:** Enforce comprehensive documentation as part of work completion

Browser automation for X interactions via WhatsApp.