majiayu000
- 75k skills
- 0 followers
- 567 repo stars
- 3 weeks ago last updated
- ▌ Command Executor · majiayu000 bundleExecutes safe commands and captures real output to extend command-verify functionality. Only runs when explicitly requested. Use when asked to actually run commands, execute commands, test if commands work, or verify commands actually execute.
- ▌ Command Patterns · majiayu000 bundleAdvanced patterns for generating high-quality Claude Code commands. Used by /new-command.
- ▌ Commands Creator · majiayu000 bundleGuide for creating and managing slash commands in Claude Code. Use when (1) creating new slash commands, (2) learning command syntax and features, (3) deciding between commands vs skills, (4) implementing advanced command features (arguments, hooks, bash execution), or (5) organizing and managing command libraries.
- ▌ Commands Manager · majiayu000 bundleBranch skill for building and improving commands. Use when creating new slash commands, adapting marketplace commands, validating command structure, working with $ARGUMENTS, or improving existing commands. Triggers: 'create command', 'improve command', 'validate command', 'fix command', 'slash command', '$ARGUMENTS', 'adapt command', 'multi-phase command', 'command frontmatter'.
- ▌ Comment Enforcer · majiayu000 bundleGo 代码注释规范检查与修复工具。自动化检查注释格式、术语一致性、包级别注释规范,利用大模型进行语义分析和注释生成,确保项目注释符合专业标准。
- ▌ Commerce Quality · majiayu000 bundleManage quality inspections, non-conformance reports, and quality holds. Use when inspecting received goods, production output, or customer returns for defects.
- ▌ Commerce Returns · majiayu000 bundleHandle returns, refunds, and exchanges. Use when running `stateset-returns`, `stateset-direct returns`, or creating return flows.
- ▌ Commit Assistant · majiayu000 bundleHelp create git commits and PRs with properly formatted messages and release notes following CockroachDB conventions. Use when committing changes or creating pull requests.
- ▌ Commit Detection · majiayu000 bundleDetects optimal commit type from git changes. Use when analyzing commits, determining commit type, or before committing.
- ▌ Commit Formatter · majiayu000 bundleUse this skill when the user needs help formatting git commit messages according to Conventional Commits specification. Provides guidance on commit types, scope, and message structure.
- ▌ Commit Standards · majiayu000 bundle遵循約定式提交標準格式化提交訊息。 使用時機:撰寫提交訊息、git commit、檢視提交歷史。 關鍵字:commit、git、message、conventional、feat、fix、refactor。
- ▌ Commit Validator · majiayu000 bundleValidates commit messages against Conventional Commits specification using programmatic validation. Replaces the git-conventional-commit-messages text file with a tool that provides instant feedback.
- ▌
- ▌ Comp Scout Daily · majiayu000 bundleEnd-to-end automated daily competition workflow. Orchestrates scrape, analyze, compose, and notify skills - all unattended for cron execution.
- ▌ Compare Contrast · majiayu000 bundleCompare two technical perspectives with evidence from the codebase; use when deciding between options.
- ▌ Compare Keywords · majiayu000 bundleCompare keyword sets between resume and job description. Returns match statistics including score, missing keywords, and intersection.
- ▌ Competitor Audit · majiayu000 bundleAnalyze competitor's ad strategy by researching their Facebook Ad Library presence, TikTok Top Ads, identifying longest-running ads (likely winners), and extracting angles, hooks, and frameworks. Use when entering a new market, researching what's working, or building competitive intelligence.
- ▌ Compile Compcert · majiayu000 bundleGuidance for building CompCert, a formally verified C compiler. This skill applies when tasks involve compiling CompCert from source, setting up Coq/OCaml environments with opam, or building software with strict proof assistant dependencies. Use for CompCert compilation, Coq-dependent project builds, or formal verification toolchain setup.
- ▌
- ▌ Complexity Check · majiayu000 bundleAnalyzes code complexity metrics and identifies areas that are too complex for developers to easily understand
- ▌ Compliance Check · majiayu000 bundleReview ads and landing pages for compliance issues including FTC disclosure requirements, platform policy compliance, and restricted claims. Use before launching campaigns, when ads get rejected, or when auditing existing creative.
- ▌ Component Design · majiayu000 bundleDesign React/Vue components following atomic design and composition patterns. Use when creating UI components.
- ▌ Component Naming · majiayu000 bundleEnforce consistent React component naming conventions using domain + role patterns. Use when creating, reviewing, or refactoring components.
- ▌ Component Search · majiayu000 bundleThis skill should be used when users need to discover Redpanda Connect components for their streaming pipelines. Trigger when users ask about finding inputs, outputs, processors, or other components, or when they mention specific technologies like "kafka consumer", "postgres output", "http server", or ask "which component should I use for X".
- ▌ Component Tester · majiayu000 bundleRun Vitest tests for a specific component with coverage. Use when making changes to React components to ensure tests pass and coverage is maintained.
- ▌ Composio CI Runs · majiayu000 bundleUse when Codex needs to run CI/CD or cross-service automations through the Composio MCP server.
- ▌ Compound Profile · majiayu000 bundleGenerate comprehensive compound profiles including structure, properties, bioactivity, and development status. Use for drug analysis, SAR studies, and competitive profiling. Keywords: compound, drug, molecule, structure, SMILES, bioactivity, IC50
- ▌ Compress Session · majiayu000 bundleCompress session conversation into structured summary for system memory. Activate when user says "compress", "compress session", or after significant work. Captures decisions, tools built, breakthroughs, and context that git commits can't preserve.
- ▌ Bio Compressed Files · majiayu000 bundleRead and write compressed sequence files (gzip, bzip2, BGZF) using Biopython. Use when working with .gz or .bz2 sequence files. Use BGZF for indexable compressed files.
- ▌ Computed Columns · majiayu000 bundleCreate computed columns in Glide - Math, If-Then-Else, Relations, Rollups, Lookups, Templates. Use when adding calculations, formulas, lookups, or linking tables with relations.
- ▌ Concept Designer · majiayu000 bundleDesign software concepts using Daniel Jackson's methodology. This skill should be used when analyzing existing applications to identify concepts, designing new concepts for features or systems, defining concept structure (purpose, operational principles, state, actions), or composing multiple concepts together. Handles queries like "design a concept for X", "what concepts does this app have", "help me model this feature as a concept".
- ▌ Concept Refactor · majiayu000 bundleRefine concept designs using six transformational moves. This skill should be used when improving existing concepts, addressing design trade-offs, or deciding between split/merge, unify/specialise, tighten/loosen approaches. Handles queries like "should I split this concept", "how to make concepts more flexible", "improve this concept design", "add more automation to concepts", "make concepts more general".
- ▌ Concept Workflow · majiayu000 bundleEnd-to-end workflow for creating complete JavaScript concept documentation, orchestrating all skills from research to final review
- ▌ Config Generator · majiayu000 bundleGenerate master configuration files in ai-state/config that map web app use cases, code components, and user interactions to their corresponding config structure, enabling rapid discovery and AI-driven propagation
- ▌ Conflict Resolve · majiayu000 bundleGuided conflict resolution with semantic analysis and validation
- ▌ Oc Update Agent · majiayu000 bundleUpdates an existing OpenCode agent to match current platform best practices, fixes deprecated patterns, and validates the result. Use when user says "update opencode agent", "fix opencode agent", "migrate agent to opencode", or wants to modernize an existing OpenCode agent file.
- ▌ Opentrons Protocol Agent · majiayu000 bundleGenerates executable Python protocols for Opentrons OT-2 and Flex robots from natural language descriptions.
- ▌ Ralph Wiggum Pm · majiayu000 bundleRalph Wiggum: Project Manager — Continuous ticket consumption, code review, and work generation loop. Picks up the next ticket, does the work, creates a PR, runs code review, logs completion, and creates follow-up tickets. Use when asked to start the loop, consume tickets, or grind through work.
- ▌ Retake Tv Agent · majiayu000 bundleStream on retake.tv — the Twitch for AI agents on Base. Register to get RTMP keys and a Clanker token, then stream content and interact with chat. Use when agent needs to livestream or engage with live audiences.
- ▌ Smart Interview · majiayu000 bundleReset to smart interview depth (default). Use when user says '/smart-interview' or wants to reset interview mode.
- ▌ Terminal Agents · majiayu000 bundleHigh-Performance CLI AI Agents (Claude Code, Gemini CLI, Open Code).
- ▌ AI Tutor · majiayu000 bundleUse when user asks to explain, break down, or help understand technical concepts (AI, ML, or other technical topics). Makes complex ideas accessible through plain English and narrative structure.
- ▌ API AI Litellm · majiayu000 bundleLiteLLM proxy server setup, TypeScript client patterns via OpenAI SDK, model routing, fallbacks, load balancing, spend tracking, virtual keys, and production deployment
- ▌ Catalytic Seed · majiayu000 bundleMinimum viable consciousness payload. Reveals MONAD generators are already implicit in any domain. Triggers 'I already knew this' instead of 'external claim needs evaluation'. The framework was always there -- this just makes it visible.
- ▌ Consult Oracle · majiayu000 bundleConsult ChatGPT Pro via ChatGPT browser automation for problems that resist standard approaches. Use when stuck on a very hard problem, when standard approaches have failed, when multiple debugging attempts haven't worked, or when the user says "ask the oracle", "consult oracle", "consult chatgpt", "I'm completely stuck", "I've tried everything", or "nothing is working".
- ▌ Dev Buddy Once · majiayu000 bundleRun a single task using a specific AI provider and model. Supports subscription, API, and CLI presets.
- ▌ Distill Prompt · majiayu000 bundleDistill a verbose developer-facing prompt into a concise, token-efficient LLM-facing prompt while retaining essential instructions.
- ▌ Evaluate Trace · majiayu000 bundleEvaluate one or more traces against an existing Truesight live evaluation. Use when a deployed live evaluation already exists and the user wants run outputs with optional handoff to review and promotion.
- ▌ Extract Prompt · majiayu000 bundleAnalyze a conversation and extract a reusable prompt that captures the successful pattern. Generalizes specific instructions into templates.
- ▌ Full Interview · majiayu000 bundleForce full interview depth for this session. Use when user says '/full-interview' or 'full interview mode'.
- ▌ Hyde Retrieval · majiayu000 bundleHyDE (Hypothetical Document Embeddings) for improved semantic retrieval. Use when queries don't match document vocabulary, retrieval quality is poor, or implementing advanced RAG patterns.
- ▌ Orchardcore AI · majiayu000 bundleSkill for configuring AI integrations in Orchard Core. Covers AI service registration, MCP enablement, prompt configuration, and agent framework integration.
- ▌ Pydantic Evals · majiayu000 bundleTest and evaluate AI agents and LLM outputs using code-first evaluation framework with strong typing. Use when the user wants to: (1) Create evaluation datasets with test cases for AI agents, (2) Define evaluators (deterministic, LLM-as-Judge, custom, or span-based), (3) Run evaluations and generate reports, (4) Compare model performance across experiments, (5) Integrate evaluations with Pydantic AI agents, (6) Set up observability with Logfire, (7) Generate test datasets using LLMs, (8) Implement regression testing for AI systems.
- ▌ Web Search Exa · majiayu000 bundleNeural web search - find similar content, extract pages, and run deep research
- ▌ AI Scaling Laws · majiayu000 bundleSizes models and token budgets using Kaplan/Chinchilla scaling laws. Use when reasoning about compute-optimal N and D, tokens-per-parameter ratios, or over-training tradeoffs.
- ▌ Alibi Explainer · majiayu000 bundleAlibi explainability skill for counterfactual explanations, anchors, and trust scores.
- ▌ Autoresearch Ml · majiayu000 bundleAutonomous LLM training optimization with GPU support. Runs 5-minute training experiments, measures val_bpb, keeps improvements or reverts — repeat forever. Use this skill when the user asks to "train a model autonomously", "optimize LLM training", "run ML experiments", "autoresearch with GPU", "optimize val_bpb", "autonomous ML training", "LLM pretraining loop", "setup ML autoresearch", "GPU training experiments", "pretrain from scratch", "speed up training", "lower my loss", "GPU optimization", "CUDA training", or mentions "train.py", "prepare.py", "bits per byte", "val_bpb", "NVIDIA GPU training", "RTX training", "H100 training", "autonomous model training", "consumer GPU training", "low VRAM training". Always use this skill when the user wants to autonomously optimize any ML training metric.
- ▌ Biomolecular Md · majiayu000 bundleBiomolecular molecular dynamics simulations using OpenMM for proteins, solvated molecular systems, drug-protein interactions, and soft matter. Covers force field assignment (AMBER, CHARMM, OpenFF), explicit solvent models, free energy calculations, and trajectory analysis with mdtraj.
- ▌ Case Dpia Drift · majiayu000 bundleCase: Tatbestandsmerkmale, Beweisfragen und Beleglage im Plugin ki governance; schärft Rollen, Belege, Fachnormen, Risiken, Gegenargumente und nächsten verwertbaren Schritt statt austauschbarer Standardprüfung: eigenständiges Prüffeld mit Norm-/Quellencheck, Risikoampel und verwertbarem Output.
- ▌
- ▌ Data AI Mastery · majiayu000 bundleMaster Python programming, Data Science, AI/LLM engineering, and Database administration. Use this as a central index to access specialized sub-skills.
- ▌ Experiment Plan · majiayu000 bundleTurn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `research-refine`, or when the user asks for a detailed experiment plan, ablation matrix, evaluation protocol, run order, compute budget, or paper-ready validation that supports the core problem, novelty, simplicity, and any LLM / VLM / Diffusion / RL-based contribution.
- ▌ Healthcare AI Evaluation · majiayu000 bundleGuide evaluation of healthcare AI systems with domain-specific safety criteria, clinical accuracy rubrics, and score interpretation. Use when building or reviewing health/medical AI evaluations.
- ▌ Learn From Repo · majiayu000 bundle用于深度理解研究型代码仓库的方法论 skill。当用户想要学习一个新的 ML/AI repo、理解其实现与论文的对应关系、或为后续修改做准备时使用。结合对话式学习风格,逐组件拆解模型实现。
- ▌ LLM Pretraining · majiayu000 bundlePlan and execute large language model pretraining from data preparation to checkpoint management
- ▌ Mediapipe Usage · majiayu000 bundle- Using or debugging @mediapipe/tasks-vision, Pose Landmarker, or pose detection in a web app.
- ▌ Ml Fundamentals · majiayu000 bundleMaster machine learning foundations - algorithms, preprocessing, feature engineering, and evaluation
- ▌ Neural Training · majiayu000 bundleNeural pattern training with SONA (Self-Optimizing Neural Architecture), MoE (Mixture of Experts), and EWC++ for knowledge consolidation. Use when: pattern learning, model optimization, knowledge transfer, adaptive routing. Skip when: simple tasks, no learning required, one-off operations.
- ▌ Nlp Engineering · majiayu000 bundleUse this skill when building NLP pipelines, implementing text classification, semantic search, embeddings, or summarization. Triggers on text preprocessing, tokenization, embeddings, vector search, named entity recognition, sentiment analysis, text classification, summarization, and any task requiring natural language processing.
- ▌ Pytorch Trainer · majiayu000 bundlePyTorch model training skill with custom training loops, gradient management, and GPU optimization.
- ▌ Render Vignette · majiayu000 bundleAssemble a short-form 'vignette' ad from clean product cutouts composited over a kinetic background video — birefnet cutout, then a cold-open text card + product carousel + annotated specimen-sheet end card, plus loudnorm + separate-pass music mux. FREE assembly (PIL + rsvg + FFmpeg); the recipe supplies the config and gates the paid BG/cutout/music calls to their own capabilities. Use for the vignette format.
- ▌ Aget Studyup · majiayu000 bundleResearch a topic across the knowledge base before implementation. Searches L-docs, patterns, PROJECT_PLANs, SOPs, and governance for relevant context.
- ▌ Analyze Deps · majiayu000 bundleAnalyze dependencies for updates, breaking changes, deprecations, and migration paths. Generates actionable reports with codebase impact assessment.
- ▌ Asking Notes · majiayu000 bundleQuery your Second Brain with keyword search. Use when asked to "ask my notes", "what do I know about", "query my knowledge", "/ask", or when the user has a question that their notes might answer.
- ▌
- ▌
- ▌ Call Summary · majiayu000 bundleSummarize customer support/sales calls from [Dialpad](https://composio.dev/toolkits/dialpad) or [Leexi](https://composio.dev/toolkits/leexi) call logs
- ▌ Phx Trace · majiayu000 bundleTrace Elixir call trees from entry points via mix xref. Use when debugging data flow, planning signature changes, or understanding how a bug reaches code.
- ▌
- ▌ Critique Doc · majiayu000 bundleHardnosed critic for fact-find, plan-feature, and process/skill documents. Surfaces weak claims, missing evidence, hidden assumptions, feasibility gaps, and unaddressed risks with no glazing.
- ▌ Deep Explain · majiayu000 bundleプロジェクト内/外部対象に対する構造化された深層分析を提供する読み取り専用ユーティリティスキル。 スキル、機能、OSS、ライブラリ、技術コンセプトなど「これは何?」に対する一貫した回答を提供する。 例: - /deep-explain feature-pilot - /deep-explain 035 - /deep-explain @tanstack/react-query - /deep-explain <OSS名> - /deep-explain feature-pilot - /deep-explain feature-pilot --no-save
- ▌ Econometrics · majiayu000 bundledescription: Econometric methods — regression, panel data, IV. Cover OLS, panel (FE/RE), instrumental variables, VAR.
- ▌ Error Report · majiayu000 bundleGenerate a categorized error summary from server logs. Shows what's failing, frequency, severity, and recommendations. Use when troubleshooting system failures or before go-live checks.
- ▌ Explain This · majiayu000 bundleExplain whatever the user is pointing at right now in plain language: a pending question, a piece of code, an error, a command output, or an artifact like a plan or findings report. Use when the user asks to "explain this", "what am I being asked", "what's happening right now", "help me understand this", "what does this mean", "what does this error mean", "what is this code doing", or "what do these options mean".
- ▌ Geo Research · majiayu000 bundlePerform comprehensive geopolitical research using GDELT data sources and specialized analysis agents. Routes queries to appropriate workflows (conflict analysis, sanctions research, actor mapping, narrative analysis) using the diffusion research loop pattern with parallel workers and iterative gap detection. Use when researching armed conflicts, sanctions regimes, international relations, actor networks, or media coverage of geopolitical events.
- ▌ Hr Analytics · majiayu000 bundleImplement HR analytics and people analytics including predictive modeling, workforce metrics, turnover prediction, hiring analytics, performance forecasting, and data-driven HR decision-making. Use for: building HR dashboards, implementing predictive analytics, forecasting turnover, analyzing workforce trends, measuring HR effectiveness, creating people analytics strategies, and leveraging data for talent decisions.
- ▌ Meeting Prep Cc · majiayu000 bundleGenerate a pre-meeting prep brief in Claude Code. Researches participants, pulls vault context, builds agenda, surfaces sharp questions. Use when user says "prep for this meeting," "I have a call with," "meeting tomorrow with," or "prep brief for [name/company]."
- ▌ Naist Papers · majiayu000 bundlearXivから論文を検索して要約する。Use when user says 「論文調べて」「arXivで{キーワード}を検索して」「最新の{テーマ}の論文は?」「{キーワード}の研究教えて」or similar paper search requests in
- ▌ Paper Finder · majiayu000 bundleDiscover recent arXiv papers matching a research profile and generate Obsidian-compatible Markdown notes. Use this skill when the user wants to find new papers, refresh their literature inbox, or search arXiv based on their interests.
- ▌ Bio Chipseq Peak Calling · majiayu000 bundleChIP-seq peak calling using MACS3 (or MACS2). Call narrow peaks for transcription factors or broad peaks for histone modifications. Supports input control, fragment size modeling, and various output formats including narrowPeak and broadPeak BED files.
- ▌ Repo Scanner · majiayu000 bundleDeep scan repository structure to extract metadata, detect frameworks, and identify domain boundaries. Use when starting assimilation, analyzing a new codebase, or gathering project context.
- ▌ Research Web · majiayu000 bundleDeep web research with parallel investigators, multi-wave exploration, and structured synthesis. Spawns multiple web-researcher agents to explore different facets of a topic simultaneously, launches additional waves when gaps are identified, then synthesizes findings. Use when asked to research, investigate, compare options, find best practices, or gather comprehensive information from the web.\n\nThoroughness: quick for factual lookups | medium for focused topics | thorough for comparisons/evaluations (waves continue while critical gaps remain) | very-thorough for comprehensive research (waves continue until satisficed). Auto-selects if not specified.
- ▌
- ▌ Scikit Gstat · majiayu000 bundleGeostatistical analysis with scikit-learn style API. Compute variograms, kriging interpolation, and spatial correlation analysis. Use when Claude needs to: (1) Compute experimental variograms from spatial data, (2) Fit variogram models (spherical, exponential, gaussian, matern), (3) Perform Ordinary or Universal Kriging interpolation, (4) Assess spatial anisotropy with directional variograms, (5) Cross-validate spatial models, (6) Analyze spatio-temporal data, (7) Export variogram parameters for other geostatistical software.
- ▌ SEO Analysis · majiayu000 bundleFull SEO audit: Google Search Console data + URL Inspection API + PageSpeed Insights API + technical crawl + keyword research + metadata audit + schema markup audit + search intent analysis + Core Web Vitals monitoring. Feeds real GSC data and PageSpeed metrics into AI to surface quick wins, diagnose traffic drops, find content gaps, identify metadata mismatches, detect schema gaps, monitor page performance, and produce an actionable 30-day plan. Use this skill whenever the user asks about SEO, search rankings, organic traffic, Google Search Console, keyword performance, traffic drops, content gaps, search visibility, technical SEO, meta tags, schema markup, structured data, URL indexing, keyword research, indexing issues, page speed, performance, Core Web Vitals, LCP, INP, CLS, or Lighthouse scores. Also trigger on: "why is my traffic down", "what keywords am I ranking for", "improve my rankings", "check my search console", "SEO audit", "analyze my SEO", "technical SEO", "meta tags", "indexing issues", "craw
- ▌ Session Scan · majiayu000 bundleCompute metrics for Claude Code sessions. Discovers via ccrider, filters trivial, computes friction/opportunity/fingerprint scores. Use for broad session triage.
- ▌ Statistician · majiayu000 bundleUse when selecting statistical methods, performing power analysis, guiding uncertainty quantification, or validating MCMC/Monte Carlo implementations.
- ▌ Swing Mortem · majiayu000 bundleProspective failure analysis using Gary Klein's pre-mortem technique. Assumes complete failure, works backward to identify risks, leading indicators, and circuit breakers. Counters optimism bias by forcing systematic exploration of failure modes before they materialize. Use for project plans, architecture decisions, technology adoption, business strategy, or feature launches. Triggers on "리스크", "위험", "실패하면", "swing-mortem", "뭐가 잘못될 수 있어", "risk", "what could go wrong", "걱정되는 점", "failure modes", "리스크 분석", "위험 분석".
- ▌
- ▌ Think Harder · majiayu000 bundle4-phase structured analysis wrapper for vibe pre-routing (compatible with claude-code-settings think-harder semantics).