AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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majiayu000 Bundle X Twitter Scraper 22Use Xquik for X/Twitter REST, MCP, SDKs, search, exports, monitoring & approved publishing. Not affiliated with X Corp. Trigger for tweet search, user lookup, timelines, follower exports, media, webhooks, bulk extraction, giveaways, or MCP setup. Read-only by default. Require explicit approval for writes, private reads, monitors, webhooks & metered bulk jobs.
567 - majiayu000 Bundle Ln 513 Agent Reviewer 2
Worker that runs parallel external agent reviews (Codex + Gemini) on code changes. Background tasks, process-as-arrive, critical verification with debate. Returns filtered suggestions with confidence scoring.
567 - majiayu000 Bundle Receiving Code Review 9
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
567 - majiayu000 Bundle X Twitter Scraper 23
Use Xquik for X/Twitter REST, MCP, SDKs, search, exports, monitoring & approved publishing. Not affiliated with X Corp. Trigger for tweet search, user lookup, timelines, follower exports, media, webhooks, bulk extraction, giveaways, or MCP setup. Read-only by default. Require explicit approval for writes, private reads, monitors, webhooks & metered bulk jobs.
567 - majiayu000 Bundle Git Doc Updater 4
在執行 Git commit 之前，自動檢查並更新專案的關鍵文檔，確保文檔與程式碼保持同步。
567 - majiayu000 Bundle Stop Slop 6
A skill for removing AI-generated writing patterns ('slop') from prose. Eliminates telltale signs of AI writing like filler phrases, excessive hedging, overly formal language, and mechanical sentence structures. Use when: writing content that should sound human and natural, editing AI-generated drafts, cleaning up prose for publication, or any content that needs to sound authentic rather than AI-generated. Triggers: 'stop-slop', 'remove AI tells', 'clean up prose', 'make it sound human', 'edit AI writing'.
567 - majiayu000 Bundle Memory Systems 2
This skill should be used when the user asks to "implement agent memory", "persist state across sessions", "build knowledge graph", "track entities", or mentions memory architecture, temporal knowledge graphs, vector stores, entity memory, or cross-session persistence.
567 - majiayu000 Bundle Prompting 5
Meta-prompting system for dynamic prompt generation using templates, standards, and patterns. USE WHEN meta-prompting, template generation, prompt optimization, or programmatic prompt composition.
567 - majiayu000 Bundle Scientific Skills 2
Scientific research and analysis skills. Use when performing scientific analysis, literature review, or research methodology design.
567 - majiayu000 Bundle Tacosdedatos Editor 2
Use this skill to perform comprehensive editorial reviews of tacosdedatos content. Provides developmental editing (structure, flow, argument strength, pacing) and voice authenticity editing (ensuring content sounds like tacosdedatos, not generic AI). Use when reviewing drafts, giving feedback on submissions, or evaluating content before publication. Distinct from the writer skill (creates content) and copy-editor agent (grammar/mechanics polish).
567 - majiayu000 Bundle Agent Memory 11
会話をまたいで知識を保存する永続的なメモリ空間。
567 - majiayu000 Bundle X Twitter Scraper 25
Use Xquik for X/Twitter REST, MCP, SDKs, search, filtered exports, monitoring & approved publishing. Not affiliated with X Corp. Trigger for X API alternatives, pricing comparisons, tweet search, user lookup, timelines, follower exports, media, webhooks, bulk extraction, giveaways, or MCP setup. Read-only by default. Require explicit approval for writes, private reads, monitors, webhooks & metered bulk jobs.
567 - majiayu000 Bundle Treatment Plans 3
以 LaTeX/PDF 格式生成简明（3–4 页）、聚焦且可执行的医学治疗计划，覆盖各临床专科。支持一般内外科治疗、康复治疗、心理健康照护、慢病管理、围手术期管理与疼痛管理。包含 SMART 目标框架、循证干预措施（以最少的文本引用呈现）、合规要求（HIPAA）以及专业排版。强调简洁与临床可操作性。
567 - majiayu000 Bundle Linkai Agent 2
Step-by-step guidance for linkai agent.
567 - majiayu000 Bundle Operating Loop Workflow 3
Install and run the operating-loop multi-agent Workflow (the seven-move loop) for AgentOps plugin users.
567 - majiayu000 Bundle Plan With Agent 2
アイデアをPlans.mdに落とし込む。夢を計画に変える魔法使い。Use when user mentions '/plan-with-agent', create a plan, organize tasks, feature planning, or TDD planning. Do NOT load for: implementation, reviews, or setup.
567 - majiayu000 Bundle X Twitter Scraper 26
Use Xquik for X/Twitter REST, MCP, SDKs, search, filtered exports, monitoring & approved publishing. Not affiliated with X Corp. Trigger for X API alternatives, pricing comparisons, tweet search, user lookup, timelines, follower exports, media, webhooks, bulk extraction, giveaways, or MCP setup. Read-only by default. Require explicit approval for writes, private reads, monitors, webhooks & metered bulk jobs.
567 - majiayu000 Bundle X Twitter Scraper 27
Use Xquik for X/Twitter REST, MCP, SDKs, search, filtered exports, monitoring & approved publishing. Not affiliated with X Corp. Trigger for X API alternatives, pricing comparisons, tweet search, user lookup, timelines, follower exports, media, webhooks, bulk extraction, giveaways, or MCP setup. Read-only by default. Require explicit approval for writes, private reads, monitors, webhooks & metered bulk jobs.
567 - majiayu000 Bundle Prompt Engineering Patterns 3
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.
567 - majiayu000 Bundle Text Classification 2
LLM-based text classification. Codebook, validation, agreement statistics.
567 - majiayu000 Bundle Perplexity Search 4
Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting web searches for current information, finding recent scientific literature, getting grounded answers with source citations, or accessing information beyond the model's knowledge cutoff. Provides access to multiple Perplexity models including Sonar Pro, Sonar Pro Search (advanced agentic search), and Sonar Reasoning Pro through a single OpenRouter API key.
567 - majiayu000 Bundle Orcawave Analysis 2
Expert agent for OrcaWave diffraction/radiation analysis with deep expertise in marine hydrodynamics and panel method computations. Use for wave-structure interaction, added mass/damping calculations, QTF computation, and OrcaFlex hydrodynamic database generation.
567 - majiayu000 Bundle 172 Java Diagrams 3
Use when you need to generate Java project diagrams — including UML sequence diagrams, UML class diagrams, C4 model diagrams, and UML state machine diagrams — through a modular, step-based interactive process that adapts to your specific visualization needs. Part of the skills-for-java project
567 - majiayu000 Bundle Consolidate Transcripts 2
Consolidate transcripts from a channel into a single file, sorted by date (newest first), up to 800K tokens. Use when preparing transcripts for LLM context or bulk analysis.
567 - majiayu000 Bundle Playbook Init 2
タスク開始フローのエントリーポイント。prompt-analyzer の分析結果を受け取り、pm SubAgent に委譲する。
567 - majiayu000 Bundle Citation Audit 4
Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports. Uses a fresh cross-model reviewer with web/DBLP/arXiv lookup to catch hallucinated authors, wrong years, fabricated venues, version mismatches, and wrong-context citations (cite present but the cited paper does not establish the claim). Use when user says "审查引用", "check citations", "citation audit", "verify references", "引用核对", or before submission to ensure bibliography integrity.
567 - majiayu000 Bundle Requesting Code Review 12
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
567 - majiayu000 Bundle Security Governance 2
Explain MotherDuck security, governance, and access-control patterns. Use when a security_compliance_owner, technical_owner, or application_builder is asking about residency, access boundaries, service accounts, isolation, sharing, or governance posture.
567 - majiayu000 Bundle Idea Plugin Dev 2
Develop IntelliJ IDEA plugins with two templates, standard plugins and AI-integrated plugins. Use when creating new IntelliJ IDEA plugins, setting up plugin projects, implementing actions, settings pages, or integrating with IntelliAI Engine. Supports both simple plugins without AI dependencies and advanced plugins with AI provider selection and prompt template management.
567 - majiayu000 Bundle Agent Browser 35
ブラウザを手足のように操る。ページ遷移、フォーム入力、スクショ、なんでもこい。Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include 'go to [url]', 'click on', 'fill out the form', 'take a screenshot', 'scrape', 'automate', 'test the website', 'log into', or any browser interaction request. Do NOT load for: sharing URLs, embedding links, screenshot image files.
567 - majiayu000 Bundle Web Test Case Gen 2
Generate persistent test cases from project analysis, or add individual test cases interactively. Supports full project analysis or adding single test cases via prompt description with browser exploration.
567 - majiayu000 Bundle Multi Agent E2e Validation 2
Multi-agent parallel E2E validation workflow for database refactors and system migrations. Use when validating QuestDB deployments, schema migrations, bulk data ingestion pipelines, or any database-centric refactor requiring comprehensive testing across environment, data flow, and query layers.
567 - majiayu000 Bundle Parallel Task Format 2
Compact YAML format for defining parallel task specifications with scope, boundaries, and agent assignments. Use when creating task files for parallel development.
567 - majiayu000 Bundle Using Git Worktrees 13
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
567 - majiayu000 Bundle Agents Md Pro 2
Create, optimize, update, and validate AGENTS.md files with maximum token efficiency. Use when the user asks to (1) create new AGENTS.md files for any repository, (2) optimize/condense existing AGENTS.md to reduce token count, (3) update/refresh AGENTS.md to sync with codebase changes, (4) validate AGENTS.md quality and completeness, or (5) improve AGENTS.md files to be more effective for AI agents. Always generates token-efficient, condensed output focused on actionable commands and patterns while maintaining model-agnostic language.
567 - majiayu000 Bundle Openai Docs 7
Access OpenAI developer documentation via Context7 MCP. Provides up-to-date docs for Codex CLI, OpenAI API, Python/Node SDKs, Agents SDK, and MCP configuration. Use when: (1) configuring Codex CLI or MCP servers, (2) writing OpenAI API integrations, (3) building agents with OpenAI SDKs, (4) troubleshooting Codex execution. Triggers: 'openai docs', 'codex documentation', 'openai api reference', 'codex mcp', 'agents sdk'.
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Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include x-twitter-scraper, ln-513-agent-reviewer, receiving-code-review. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.