← all plugins

1. ▌
   llm · bouclem

   Large Language Model development, training, fine-tuning, and deployment best practices.
   7
   repo stars
2. ▌
   maths · bouclem bundle

   Performs numerical and symbolic mathematics using NumPy, SciPy, SymPy, and mpmath. Use when the user needs linear algebra, arrays, optimization, integration, ODEs, symbolic expressions, equation solving, or arbitrary-precision arithmetic.
   7
   repo stars
3. ▌
   sympy · bouclem

   SymPy is a Python library for symbolic mathematics that enables exact computation using mathematical symbols rather than numerical approximations.
   7
   repo stars
4. ▌
   css · bouclem

   Best practices for CSS development including modern layout techniques, naming conventions, theming, and maintainable stylesheet architecture
   7
   repo stars
5. ▌
   ai-ml · bouclem

   AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features.
   7
   repo stars
6. ▌
   mlops · bouclem bundle

   MLflow, model versioning, experiment tracking, model registry, and production ML systems
   7
   repo stars
7. ▌
   scanpy · bouclem

   Scanpy is a scalable Python toolkit for analyzing single-cell RNA-seq data, built on AnnData. Apply this skill for complete single-cell workflows including quality control, normalization, dimensionality reduction, clustering, marker gene identification, visualization, and trajectory analysis.
   7
   repo stars
8. ▌
   seo · bouclem bundle

   Run a broad SEO audit across technical SEO, on-page SEO, schema, sitemaps, content quality, AI search readiness, and GEO. Use as the umbrella skill when the user asks for a full SEO analysis or strategy.
   7
   repo stars
9. ▌
   astropy · bouclem

   Astropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis.
   7
   repo stars
10. ▌
    gmail · bouclem

    Read, send, draft, delete, and organize Gmail emails
    7
    repo stars
11. ▌
    adapt · bouclem

    Adapt designs to work across different screen sizes, devices, contexts, or platforms. Implements breakpoints, fluid layouts, and touch targets. Use when the user mentions responsive design, mobile layouts, breakpoints, viewport adaptation, or cross-device compatibility.
    7
    repo stars
12. ▌
    audit · bouclem

    Run technical quality checks across accessibility, performance, theming, responsive design, and anti-patterns. Generates a scored report with P0-P3 severity ratings and actionable plan. Use when the user wants an accessibility check, performance audit, or technical quality review.
    7
    repo stars
13. ▌
    wiki-qa · bouclem

    Answer repository questions grounded entirely in source code evidence. Use when user asks a question about the codebase, user wants to understand a specific file, function, or component, or user asks "how does X work" or "where is Y defined".
    7
    repo stars
14. ▌
    pytorch · bouclem

    PyTorch deep learning development with transformers, diffusion models, and GPU optimization.
    7
    repo stars
15. ▌
    big-data · bouclem bundle

    Apache Spark, Hadoop, distributed computing, and large-scale data processing for petabyte-scale workloads
    7
    repo stars
16. ▌
    manifest · bouclem

    Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin.
    7
    repo stars
17. ▌
    notion · bouclem bundle

    Search, read, create, and update Notion pages and databases. Supports knowledge capture, meeting prep, research documentation, and spec-to-task workflows.
    7
    repo stars
18. ▌
    harden · bouclem

    Improve interface resilience through better error handling, i18n support, text overflow handling, and edge case management. Makes interfaces robust and production-ready. Use when the user asks to harden, make production-ready, handle edge cases, add error states, or fix overflow and i18n issues.
    7
    repo stars
19. ▌
    polish · bouclem

    Performs a final quality pass fixing alignment, spacing, consistency, and micro-detail issues before shipping. Use when the user mentions polish, finishing touches, pre-launch review, something looks off, or wants to go from good to great.
    7
    repo stars
20. ▌
    llm-ops · bouclem

    LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para producao.
    7
    repo stars
21. ▌
    etl-tools · bouclem bundle

    Apache Airflow, dbt, Prefect, Dagster, and modern data orchestration for production data pipelines
    7
    repo stars
22. ▌
    tokenwise · bouclem

    Measurement-driven model router for Claude Code. Routes Haiku/Sonnet/Opus per task class, logs every routed task with real $ numbers, and A/B tests cheaper tiers before you trust the savings.
    7
    repo stars
23. ▌
    ai-seo · bouclem bundle

    Optimize content for AI search and LLM citations across AI Overviews, ChatGPT, Perplexity, Claude, Gemini, and similar systems. Use when improving AI visibility, answer engine optimization, or citation readiness.
    7
    repo stars
24. ▌
    animate · bouclem

    Review a feature and enhance it with purposeful animations, micro-interactions, and motion effects that improve usability and delight. Use when the user mentions adding animation, transitions, micro-interactions, motion design, hover effects, or making the UI feel more alive.
    7
    repo stars
25. ▌
    arrange · bouclem

    Improve layout, spacing, and visual rhythm. Fixes monotonous grids, inconsistent spacing, and weak visual hierarchy. Use when the user mentions layout feeling off, spacing issues, visual hierarchy, crowded UI, alignment problems, or wanting better composition.
    7
    repo stars
26. ▌
    clarify · bouclem

    Improve unclear UX copy, error messages, microcopy, labels, and instructions to make interfaces easier to understand. Use when the user mentions confusing text, unclear labels, bad error messages, hard-to-follow instructions, or wanting better UX writing.
    7
    repo stars
27. ▌
    onboard · bouclem

    Designs and improves onboarding flows, empty states, and first-run experiences to help users reach value quickly. Use when the user mentions onboarding, first-time users, empty states, activation, getting started, or new user flows.
    7
    repo stars
28. ▌
    quieter · bouclem

    Tones down visually aggressive or overstimulating designs, reducing intensity while preserving quality. Use when the user mentions too bold, too loud, overwhelming, aggressive, garish, or wants a calmer, more refined aesthetic.
    7
    repo stars
29. ▌
    typeset · bouclem

    Improves typography by fixing font choices, hierarchy, sizing, weight, and readability so text feels intentional. Use when the user mentions fonts, type, readability, text hierarchy, sizing looks off, or wants more polished, intentional typography.
    7
    repo stars
30. ▌
    ui-a11y · bouclem

    Audit a StyleSeed-based component or page for WCAG 2.2 AA issues and apply practical accessibility fixes where the code makes them safe.
    7
    repo stars
31. ▌
    ui-page · bouclem

    Scaffold a new mobile-first page using StyleSeed Toss layout patterns, section rhythm, and existing shell components.
    7
    repo stars
32. ▌
    ux-copy · bouclem

    Generate UX microcopy in StyleSeed's Toss-inspired voice for buttons, empty states, errors, toasts, confirmations, and form guidance.
    7
    repo stars
33. ▌
    ux-flow · bouclem

    Design user flows and screen structure using StyleSeed UX patterns such as progressive disclosure, hub-and-spoke navigation, and information pyramids.
    7
    repo stars
34. ▌
    unslop · bouclem

    Post-process AI-generated text through the unslop CLI to strip AI writing patterns before publishing
    7
    repo stars
35. ▌
    matplotlib · bouclem

    Matplotlib is Python's foundational visualization library for creating static, animated, and interactive plots.
    7
    repo stars
36. ▌
    kysely · bouclem

    Guidelines for developing with Kysely, a type-safe TypeScript SQL query builder with autocompletion support
    7
    repo stars
37. ▌
    three-js · bouclem

    Expert guidance for Three.js and React Three Fiber development with modern React, TypeScript, and performance best practices
    7
    repo stars
38. ▌
    seo-geo · bouclem

    Optimize content for AI Overviews, ChatGPT, Perplexity, and other AI search systems. Use when improving GEO, AI citations, llms.txt readiness, crawler accessibility, and passage-level citability.
    7
    repo stars
39. ▌
    critique · bouclem bundle

    Evaluate design from a UX perspective, assessing visual hierarchy, information architecture, emotional resonance, cognitive load, and overall quality with quantitative scoring, persona-based testing, and actionable feedback. Use when the user asks to review, critique, evaluate, or give feedback on a design or component.
    7
    repo stars
40. ▌
    optimize · bouclem

    Diagnoses and fixes UI performance across loading speed, rendering, animations, images, and bundle size. Use when the user mentions slow, laggy, janky, performance, bundle size, load time, or wants a faster, smoother experience.
    7
    repo stars
41. ▌
    ui-setup · bouclem

    Interactive StyleSeed setup wizard for choosing app type, brand color, visual style, typography, and the first screen scaffold.
    7
    repo stars
42. ▌
    ux-audit · bouclem

    Audit screens against Nielsen's heuristics and mobile UX best practices using the StyleSeed Toss design language as the implementation context.
    7
    repo stars
43. ▌
    statsmodels · bouclem

    Statsmodels is Python's premier library for statistical modeling, providing tools for estimation, inference, and diagnostics across a wide range of statistical methods.
    7
    repo stars
44. ▌
    sql-pro · bouclem

    Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems.
    7
    repo stars
45. ▌
    find-skills · bouclem

    Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
    7
    repo stars
46. ▌
    skill-audit · bouclem

    Pre-install security scanner for AI agent skills. 7.5% of 14,706 skills are malicious. Audit before you trust.
    7
    repo stars
47. ▌
    skill-check · bouclem

    Validate Claude Code skills against the agentskills specification. Catches structural, semantic, and naming issues before users do.
    7
    repo stars
48. ▌
    seo-page · bouclem

    Deep single-page SEO analysis covering on-page elements, content quality, technical meta tags, schema, images, and performance. Use when user says "analyze this page", "check page SEO", or provides a single URL for review.
    7
    repo stars
49. ▌
    seo-plan · bouclem bundle

    Strategic SEO planning for new or existing websites. Industry-specific templates, competitive analysis, content strategy, and implementation roadmap. Use when user says "SEO plan", "SEO strategy", "content strategy", "site architecture", or "SEO roadmap".
    7
    repo stars
50. ▌
    design-md · bouclem

    Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files
    7
    repo stars
51. ▌
    gpt-taste · bouclem

    Elite UX/UI & Advanced GSAP Motion Engineer. Enforces Python-driven true randomization for layout variance, strict AIDA page structure, wide editorial typography (bans 6-line wraps), gapless bento grids, strict GSAP ScrollTriggers (pinning, stacking, scrubbing), inline micro-images, and massive section spacing.
    7
    repo stars
52. ▌
    overdrive · bouclem

    Pushes interfaces past conventional limits with technically ambitious implementations — shaders, spring physics, scroll-driven reveals, 60fps animations. Use when the user wants to wow, impress, go all-out, or make something that feels extraordinary.
    7
    repo stars
53. ▌
    ui-review · bouclem

    Review UI code for StyleSeed design-system compliance, accessibility, mobile ergonomics, spacing discipline, and implementation quality.
    7
    repo stars
54. ▌
    ui-skills · bouclem

    Opinionated, evolving constraints to guide agents when building interfaces
    7
    repo stars
55. ▌
    ui-tokens · bouclem

    List, add, and update StyleSeed design tokens while keeping JSON sources, CSS variables, and dark-mode values in sync.
    7
    repo stars
56. ▌
    brandkit · bouclem

    Premium brand-kit image generation skill for creating high-end brand-guidelines boards, logo systems, identity decks, and visual-world presentations. Trained for minimalist, cinematic, editorial, dark-tech, luxury, cultural, security, gaming, developer-tool, and consumer-app brand systems. Optimized for intentional logo concepting, refined composition, sparse typography, strong symbolic meaning, premium mockups, art-directed imagery, and flexible grid layouts.
    7
    repo stars
57. ▌
    ai-analyzer · bouclem

    AI驱动的综合健康分析系统，整合多维度健康数据、识别异常模式、预测健康风险、提供个性化建议。支持智能问答和AI健康报告生成。
    7
    repo stars
58. ▌
    ai-engineer · bouclem

    Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.
    7
    repo stars
59. ▌
    ml-engineer · bouclem

    Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring.
    7
    repo stars
60. ▌
    data-analyst · bouclem

    Data analysis best practices with pandas, numpy, matplotlib, seaborn, and Jupyter notebooks.
    7
    repo stars
61. ▌
    database · bouclem

    Database development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering.
    7
    repo stars
62. ▌
    cpp · bouclem

    Guidelines for modern C++ development with C++17/20 standards, memory safety, and performance optimization
    7
    repo stars
63. ▌
    lua · bouclem

    Lua development guidelines covering tables, metatables, error handling, game development, and performance optimization.
    7
    repo stars
64. ▌
    create-skill · bouclem

    Scaffolds new agent skills for the dotnet/skills repository. Use when creating a new skill, generating SKILL.md files, or setting up skill directory structures. Handles frontmatter generation, section templates, and validation guidance.
    7
    repo stars
65. ▌
    skill-router · bouclem

    Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal.
    7
    repo stars
66. ▌
    skill-writer · bouclem bundle

    Create and improve agent skills following the Agent Skills specification. Use when asked to create, write, or update skills.
    7
    repo stars
67. ▌
    weather · bouclem

    Current weather and multi-day forecasts worldwide
    7
    repo stars
68. ▌
    seo-audit · bouclem

    Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance.
    7
    repo stars
69. ▌
    excalidraw · bouclem bundle

    Create hand-drawn style diagrams and flowcharts using Excalidraw
    7
    repo stars
70. ▌
    ui-pattern · bouclem

    Generate reusable UI patterns such as card sections, grids, lists, forms, and chart wrappers using StyleSeed Toss primitives.
    7
    repo stars
71. ▌
    stop-slop · bouclem bundle

    Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.
    7
    repo stars
72. ▌
    scikit-learn · bouclem

    Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines.
    7
    repo stars
73. ▌
    data-engineer · bouclem

    Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms.
    7
    repo stars
74. ▌
    build · bouclem

    build
    7
    repo stars
75. ▌
    brainstorming · bouclem

    Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.
    7
    repo stars
76. ▌
    skill-creator · bouclem bundle

    To create new CLI skills following Anthropic's official best practices with zero manual configuration. This skill automates brainstorming, template application, validation, and installation processes while maintaining progressive disclosure patterns and writing style standards.
    7
    repo stars
77. ▌
    skill-scanner · bouclem

    Scan agent skills for security issues before adoption. Detects prompt injection, malicious code, excessive permissions, secret exposure, and supply chain risks.
    7
    repo stars
78. ▌
    skill-seekers · bouclem

    -Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes.
    7
    repo stars
79. ▌
    seo-images · bouclem

    Image optimization analysis for SEO and performance. Checks alt text, file sizes, formats, responsive images, lazy loading, and CLS prevention. Use when user says "image optimization", "alt text", "image SEO", "image size", or "image audit".
    7
    repo stars
80. ▌
    seo-schema · bouclem

    Detect, validate, and generate Schema.org structured data. JSON-LD format preferred. Use when user says "schema", "structured data", "rich results", "JSON-LD", or "markup".
    7
    repo stars
81. ▌
    baseline-ui · bouclem

    Validates animation durations, enforces typography scale, checks component accessibility, and prevents layout anti-patterns in Tailwind CSS projects. Use when building UI components, reviewing CSS utilities, styling React views, or enforcing design consistency.
    7
    repo stars
82. ▌
    tailwindcss · bouclem

    Expert in TailwindCSS utility-first styling with responsive design patterns
    7
    repo stars
83. ▌
    ux-feedback · bouclem

    Add loading, empty, error, and success feedback states to StyleSeed components and pages with practical mobile-first rules.
    7
    repo stars
84. ▌
    langgraph · bouclem

    Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpointers, human-in-the-loop patterns, and the ReAct agent pattern.
    7
    repo stars
85. ▌
    deep-learning · bouclem bundle

    PyTorch, TensorFlow, neural networks, CNNs, transformers, and deep learning for production
    7
    repo stars
86. ▌
    goal-analyzer · bouclem

    分析健康目标数据、识别目标模式、评估目标进度,并提供个性化目标管理建议。支持与营养、运动、睡眠等健康数据的关联分析。
    7
    repo stars
87. ▌
    rag-engineer · bouclem

    Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications.
    7
    repo stars
88. ▌
    data-scientist · bouclem

    Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.
    7
    repo stars
89. ▌
    postgresql · bouclem

    Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
    7
    repo stars
90. ▌
    github · bouclem

    Manage GitHub issues, PRs, branches, and repositories via OAuth (3LO). For reading issues or PR details, not for deep code analysis — delegate that to code-agent.
    7
    repo stars
91. ▌
    tmux · bouclem

    Expert tmux session, window, and pane management for terminal multiplexing, persistent remote workflows, and shell scripting automation.
    7
    repo stars
92. ▌
    java · bouclem

    Expert in Java development with Spring Boot and enterprise patterns
    7
    repo stars
93. ▌
    skill-improver · bouclem

    Iteratively improve a Claude Code skill using the skill-reviewer agent until it meets quality standards. Use when improving a skill with multiple quality issues, iterating on a new skill until it meets standards, or automated fix-review cycles instead of manual editing.
    7
    repo stars
94. ▌
    skill-sentinel · bouclem bundle

    Auditoria e evolucao do ecossistema de skills. Qualidade de codigo, seguranca, custos, gaps, duplicacoes, dependencias e relatorios de saude.
    7
    repo stars
95. ▌
    pdf-official · bouclem bundle

    This guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detailed examples, see reference.md. If you need to fill out a PDF form, read forms.md and follow its instructions.
    7
    repo stars
96. ▌
    graphql · bouclem

    GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper controls, clients can craft queries that bring down your server.
    7
    repo stars
97. ▌
    seo-content · bouclem

    Content quality and E-E-A-T analysis with AI citation readiness assessment. Use when user says "content quality", "E-E-A-T", "content analysis", "readability check", "thin content", or "content audit".
    7
    repo stars
98. ▌
    seo-sitemap · bouclem

    Analyze existing XML sitemaps or generate new ones with industry templates. Validates format, URLs, and structure. Use when user says "sitemap", "generate sitemap", "sitemap issues", or "XML sitemap".
    7
    repo stars
99. ▌
    ui-component · bouclem

    Generate a new UI component that follows StyleSeed Toss conventions for structure, tokens, accessibility, and component ergonomics.
    7
    repo stars
100. ▌
     wiki-architect · bouclem

     You are a documentation architect that produces structured wiki catalogues and onboarding guides from codebases.
     7
     repo stars