Expert in Retrieval-Augmented Generation systems - knowledge bases, chunking strategies, embedding optimization, and production RAG architectures
原文语言:英语
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SkillsMP 已收集 ForceInjection/domain-driven-design-skills 中的 2,238 个 Skill。打开任一 Skill 可查看来源和详情。
ForceInjection/domain-driven-design-skills已展示 40 / 2,238 个已收集 Skill。
Expert in Retrieval-Augmented Generation systems - knowledge bases, chunking strategies, embedding optimization, and production RAG architectures
原文语言:英语
Expert Ruby on Rails architect for reviewing existing Rails applications, suggesting architectural improvements, and designing new features following modern Rails best practices. Use when working with Rails apps, designing Rails features, or reviewing Rails…
原文语言:英语
Patterns for real-time client-side filtering, searching, and sorting of lists. Use when implementing dynamic search or filter features.
原文语言:英语
Use this skill if /track:init is called OR you notice the project contains tracking files (CLAUDE_SOURCES.md or CLAUDE_PROMPTS.md). Automatically tracks research sources and major prompts when enabled. Checks ./.claude/.ref-autotrack marker file for…
原文语言:英语
Creates journal entries or project pages for a personal knowledge site. Use when the user wants to write, publish, or add content - journals, projects, or articles about cognitive engineering, productivity systems, or tool-driven growth.
原文语言:英语
Removes a configuration property, functional endpoint, event source, event sink, web handler endpoint, ticker or metric, from a microservice. Use when explicitly asked by the user to remove a feature of a microservice.
原文语言:英语
Use when user wants to safely remove an autonomy worktree while preserving the branch
原文语言:英语
Generate a 2025 year-in-review visualization for a repository. Use when user asks for "repo recap", "年間レポート", "yearly summary", "2025 recap", or wants to see repository statistics and contributions. (user)
原文语言:日语
Guide requirement writing, user story creation, and feature specification. Use when: writing requirements, user stories, issues, feature planning. Keywords: requirement, user story, issue, feature, specification, 需求, 功能規劃, 規格.
原文语言:英语
Extract structured requirements with REQ-* keys from raw intent. Transforms vague user intent into formal requirements with unique keys, acceptance criteria, and business context. Use when starting new features or analyzing user stories.
原文语言:英语
Conducts external research for competitive analysis, standards, and APIs
原文语言:英语
Dive into the Highrise Studio Lua API docs and answer questions.
原文语言:英语
Research methodology and best practices for finding existing patterns
原文语言:英语
Prepare research outputs for publication with compliance to venue rules, evidence integrity, and confidence ceilings.
原文语言:英语
Lock tasks to user-provided sources (PDF/txt/URL) by creating a per-task context container, ingesting and chunking only those sources, ranking chunks for relevance, and enforcing negative constraints against out-of-scope content. Use when strict source…
原文语言:英语
Check a PR for unresolved automated review feedback (Copilot, CodeRabbit) and invoke the appropriate resolver skills. Use when the user says "resolve PR feedback", "check PR comments", "address review comments", or wants to handle all automated review…
原文语言:英语
Search and retrieval strategies including semantic, hybrid, and reranking for RAG systems. Use when implementing retrieval mechanisms, optimizing search performance, comparing retrieval approaches, or when user mentions semantic search, hybrid search,…
原文语言:英语
Reverse engineer web APIs by capturing browser traffic (HAR files) and generating production-ready Python API clients. Use when the user wants to create an API client for a website, automate web interactions, or understand undocumented APIs. Activate on tasks…
原文语言:英语
Use when user wants to assess progress toward an open-ended goal by reading and summarizing all iteration journals
原文语言:英语
Decide what to build next with brutal prioritization using impact/effort analysis. Use when planning sprints, evaluating features, or auditing an overgrown roadmap.
原文语言:英语
Master product roadmaps including roadmap types (timeline, outcome-based, Now-Next-Later), communication strategies, and prioritization. Use when creating roadmaps, communicating strategy, prioritizing initiatives, or evolving product direction. Covers…
原文语言:英语
Standard Operating Procedure for /roadmap usage. Manage product roadmap via GitHub Issues (brainstorm, prioritize, track). Auto-validates features against project vision (from overview.md) before adding to roadmap. Triggers when user runs /roadmap or mentions…
原文语言:英语
顶级通信产品经理。负责内网穿透产品规划、用户场景分析、竞品研究、商业化策略、需求优先级。专注企业级隧道产品的市场定位和用户体验。关键词:产品、需求、场景、商业化、PRD、用户。
Use when implementing features from Jira tickets, PRDs, or user requirements. Orchestrates Research-Plan-Implement workflow with quality gates for hallucination, overengineering, and underengineering detection.
原文语言:英语
Save PRD artifacts to project directory after approval. Creates docs/projects/{prefix}{NNN}-{name}/ with prd.md, user-stories/, execution-plan.md, innovations-selected.md, and architecture-notes.md. Use when persisting approved PRD from /architect command.
原文语言:英语
Conduct scoping conversation with user to define research question, key findings, and constraints. Generates scope.md that guides all subsequent steps. Second step of biomedical-science-writer workflow. Requires inventory.md to exist.
原文语言:英语
Search code using Sourcegraph CLI. Use when (re)searching codebases, finding implementation examples, analyzing code patterns
原文语言:英语
Send messages via Sinch Conversation API over WhatsApp, SMS, RCS, Messenger, Viber, Instagram, Telegram, and other channels. Use when the user wants to send a message, text someone, send a WhatsApp message, send an SMS, or communicate via any messaging…
原文语言:英语
Strategic SEO planning and analysis toolkit for site-wide optimization, keyword research, technical SEO audits, and competitive positioning. Complements content-creator's on-page SEO with strategic planning, topic cluster architecture, and SEO roadmap…
原文语言:英语
Server management procedures including PM2, monitoring, and log management. CRITICAL for production operations.
原文语言:英语
全范围召回 - 从 Project CLAUDE.md、User CLAUDE.md 和 Memory MCP 查询历史知识
Sessions plugin setup and profile management. Activate when the user mentions sessions, setup, profile, or improvements.
原文语言:英语
Research and gather requirements for a new feature spec. Use when you have a feature idea and need to understand scope, gather requirements, and document visuals before writing a spec.
原文语言:英语
Manages shared ledgers for family or team collaboration, including shared account summaries, spending statistics, and member settlements. Use when user asks about shared expenses, family ledger, team budget, or joint accounts. 关键词:共享账本、家庭账单、团队支出、AA制。
原文语言:英语
Show all backlinks and forward links for a note. Triggers when user mentions "backlinks", "who links here", "links to", "connections".
原文语言:英语
Generate improvement reports for skills or CLI packages you authored. Use when ending a session where you worked on your own skill, when the user mentions "skill-feedback", "capture improvements", "session learnings", or when friction was observed during…
原文语言:英语
Full-featured Agent Skills management: Search 35+ skills, install locally, star favorites, update from sources. Supports tag search (#azure #bicep), category filtering, and similar skill recommendations.
原文语言:英语
Send messages to Slack channels or users.
原文语言:英语
Use when user wants to set up slime mold exploration strategy with parallel autonomy branches for genetic algorithm approach to problem-solving
原文语言:英语
Critical thinking partner for technical concepts and strategy. Use when the user wants to explore technical ideas, validate assumptions, or develop strategy. Claude researches the user's Obsidian notes to understand their thinking patterns and context,…
原文语言:英语