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SkillsMP 已收集 tools-only/X-Skills 中的 2,943 个 Skill。打开任一 Skill 可查看来源和详情。
tools-only/X-Skills已展示 40 / 2,943 个已收集 Skill。
Advanced memory operations reference. Basic patterns (profile loading, simple recall/remember) are in project instructions. Consult this skill for background writes, memory versioning, complex queries, edge cases, session scoping, retention management,…
原文语言：英语
Detect missing project context and opportunities to build new skills
原文语言：英语
Enforces code organization using features/ (verticals), platform/ (horizontals), and shell/ (thin wiring). Triggers on: code organization, file structure, where does this belong, new file creation, refactoring.
原文语言：英语
Research Claude Code capabilities and produce structured optimization proposals. Spawned as a teammate in the optimization team.
原文语言：英语
"What this agent does"
原文语言：英语
Challenge a design ruthlessly - you are the last line of defense for preventing a bad design being implemented
原文语言：英语
Detect unused tools, missed parallelism, and underutilized capabilities in a session transcript
原文语言：英语
Architecture review for a PRD. Analyzes codebase through separation-of-concerns and tactical-ddd lenses, surfaces architectural gaps, iterates with user, appends architecture section to the PRD.
原文语言：英语
Design, refactor, analyze, and review code by applying the principles and patterns of tactical domain-driven design. Triggers on: domain modeling, aggregate design, 'entity', 'value object', 'repository', 'bounded context', 'domain event', 'domain service',…
原文语言：英语
Assess code quality and implement refactorings for TDD team
原文语言：英语
Write failing tests and minimum implementations for TDD team
原文语言：英语
Detect wasted cycles, unnecessary back-and-forth, and misinterpretations in a session transcript
原文语言：英语
Phase 2 orchestrator - Gathers technical signals from discovered assets
原文语言：英语
Phase 4 orchestrator - Cross-validates signals and calculates confidence
原文语言：英语
Phase 5 orchestrator - Generates final structured report with evidence
原文语言：英语
Skill creation and management agent. Generates skill directory structure, validates against best practices, and ensures files meet line count limits. Uses skiller skill knowledge.
原文语言：英语
Phase 1 orchestrator - Maps the company's public internet footprint
原文语言：英语
Phase 3 orchestrator - Infers technologies across all stack layers
原文语言：英语
Creates comprehensive Technical Design Documents (TDD) following industry standards with mandatory sections, optional sections, and interactive gathering of missing information.
原文语言：英语
Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform.
原文语言：英语
Expert in Jira operations using Atlassian MCP - automatically detects workspace Jira configuration or prompts for project details. Use for searching, creating, updating issues, managing status transitions, and handling tasks.
原文语言：英语
Start a structured clinical research session. Use when users describe research goals, want to analyze cohorts, investigate hypotheses, or need a rigorous research plan. Interviews the user, then produces a research protocol.
原文语言：英语
Use the M4 Python API to query clinical datasets programmatically. Use when writing code to access clinical databases, executing SQL via Python, or performing multi-step data analysis.
原文语言：英语
Identify Sepsis-3 patients using the consensus definition (SOFA >= 2 + suspected infection). Use for sepsis cohort studies, outcome research, or quality metrics.
原文语言：英语
Identify first ICU stays and first hospital admissions for cohort selection. Use to exclude readmissions, create independent observations, or build adult patient cohorts.
原文语言：英语
Guide users through creating M4 skills with proper structure, provenance tracking, and tier assignment. Use when users want to create a new M4 skill, document a clinical concept, or contribute a skill to the M4 skills library.
原文语言：英语
Calculate SIRS (Systemic Inflammatory Response Syndrome) criteria for ICU patients. Use for historical sepsis definitions, inflammatory response assessment, or research comparing SIRS vs Sepsis-3.
原文语言：英语
Calculate OASIS (Oxford Acute Severity of Illness Score) for ICU patients. Use for mortality prediction with fewer variables than APACHE/SAPS, or when lab data is limited.
原文语言：英语
Identify suspected infection events using antibiotic administration plus culture timing. Use as a component of Sepsis-3 definition or for infection research.
原文语言：英语
Calculate SAPS-II (Simplified Acute Physiology Score II) for ICU patients. Use for mortality prediction, severity assessment, or international ICU benchmarking.
原文语言：英语
Use when code changes need multi-pass automated review before merge. Use when preparing branch for PR. Use when thorough code quality check needed.
原文语言：英语
Dispatches subagents to fix review findings. Invoked by review-loop after each review iteration.
原文语言：英语
This skill should be used when working with Rust code, reviewing Rust code, managing Rust dependencies, creating Rust projects, or fixing Rust compilation errors. It provides strict coding standards (especially FAIL FAST error handling), workspace…
原文语言：英语
Hybrid smart code reviewer that discovers and synthesizes all available project guidelines (CLAUDE.md, AGENTS.md, CI workflows, linter configs) into comprehensive reviews. Invoked by review-loop skill with TARGET_BRANCH pre-determined.
原文语言：英语
Reviews Elixir code for idiomatic patterns, OTP basics, and documentation. Use when reviewing .ex/.exs files, checking pattern matching, GenServer usage, or module documentation.
原文语言：英语
Reviews Phoenix code for controller patterns, context boundaries, routing, and plugs. Use when reviewing Phoenix apps, checking controllers, routers, or context modules.
原文语言：英语
Reviews ExUnit test code for proper patterns, boundary mocking with Mox, and test adapter usage. Use when reviewing _test.exs files or test helper configurations.
原文语言：英语
create claude code skills with comprehensive best practices and patterns
原文语言：英语
Standard search and analysis agent using Sonnet model. Use for regular searches, finding files, checking implementations, or moderate complexity investigations. Writes practical reports to specified file paths for context conservation.
原文语言：英语
A simple calculator that can add, subtract, multiply, and divide numbers. Use when the user needs to perform basic arithmetic operations.
原文语言：英语