Parallel and concurrent processing patterns in bash including GNU Parallel, xargs, job pools, and async patterns (2025)
Neural pattern training with SONA (Self-Optimizing Neural Architecture), MoE (Mixture of Experts), and EWC++ for knowledge consolidation.
Run OpenAI Codex CLI as a subagent for second opinions, code reviews, and questions. Use when you want a different AI model's perspective.
Implement AI chatbot analytics and conversation monitoring. Use when adding conversation metrics, tracking AI usage, measuring user engagement with chat, or building conv — from…
Generates live campaign ad headlines and bodies across urgency, discount, social proof, testimonial, and live-now motifs.
Use when managing Paperclip AI agent companies - creating tasks, managing agents, approving hires, running heartbeats, or any Paperclip control-plane operations via CLI o — from…
（中文）Audit websites for SEO, performance, security, technical, content, and 15 other issue cateories with 230+ rules using the squirrelscan CLI.
Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video.
Systematic codebase investigation producing structured Obsidian documentation with DataviewJS auto-indexing
Använd när du animerar eller transitionerar något — easing-kurvor (decelerate/accelerate/standard) och duration-tokens (fast/medium/slow) enligt ECO Design System.
Implement images into page sections. Converts from /public/raw/[page]/ to WebP with responsive variants, replaces CDN placeholders with Next.js Image component.
Moonshot AI Kimi API - Trillion-parameter MoE model with 256K context, tool calling, and agentic capabilities for chat, coding, and autonomous task execution
World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets. — from majiayu000/claude-skill-registry-data
QUIC channel quality grading with BBRv3 congestion control analysis. Classifies network paths into GF(3) tiers based on RTT, bandwidth, loss, and pacing efficiency.
miniCOIL v1 sparse neural retrieval model training methodology: per-word linear layer training with triplet loss, word vocabulary from frequency-filtered English words, sparse…
Remove backgrounds from images using rembg (local AI model). Use when user asks to remove background, make transparent, or cut out subjects from images.
Copilot agent that assists with database operations, performance tuning, backup/recovery, monitoring, and high availability configuration — from majiayu000/claude-skill-registry
Amazon Bedrock Agents for building autonomous AI agents with foundation model orchestration, action groups, knowledge bases, and session management.
World memory is world remembering is world worlding - the autopoietic loop where memory enables remembering enables worlding enables memory
Gathers and filters information systematically. Applies scanning, focusing, filtering, triangulating, monitoring, and synthesizing modes to build accurate situational awareness.
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers.
Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring.
TestFlight and App Store distribution guide. Use when preparing app for TestFlight, creating production builds, or submitting to App Store Connect.
Integrated orchestrator agent that manages and coordinates 25 specialized AI agents for Specification Driven Development
Generate CRUD API endpoints automatically. User doesn't see routes. Use when: features need backend logic. Triggers: internal use only. — from majiayu000/claude-skill-registry
(ePost) Use when reviewing session performance, analyzing improvement trends, or understanding the metrics-capture-detection pipeline
Assign confidence scores (0-100) to every claim in a response. Helps users understand which parts are verified facts and which are educated guesses.
OCI artifact promotion pipeline from PR merge through integration validation to live deployment.
Use before starting implementation - research repository documentation, codebase patterns, and external resources to inform the approach
Configuring and optimizing 16-bit Low-Rank Adaptation (LoRA) and Rank-Stabilized LoRA (rsLoRA) for efficient LLM fine-tuning using triggers like lora, qlora, rslora, rank…
A project-aware DSP engineer that executes the 4-Phase Z-Plane Replacement Plan. It holds the full architectural roadmap in memory and enforces H-Chip/Fixed-Point constraints…
3D 환경에서 사용하는 자기완결 컴포넌트를 생성합니다. 페이지에 의존하지 않고 스스로 데이터를 fetch하며, Shadow DOM 팝업을 사용합니다. Use when creating 3D asset components, self-contained components with datasetInfo, or…
Calculate sequence statistics (N50, length distribution, GC content, summary reports) using Biopython.
Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase
Guide for working with Nomos provider protocol buffers including modifying .proto files, buf workflow, code generation, versioning, and protocol evolution.
在 Linux VPS 上部署 CLIProxyAPI + NewAPI 组合栈，把 Codex/Claude/Gemini/Qwen 等订阅账号包装成可计费的 OpenAI 兼容 API。负责 NewAPI Docker 部署、容器→宿主桥接、模型计费倍率（ModelRatio/CacheRatio/CompletionRatio）、SQLite…
Execute tasks using the OpenAI Codex CLI (GPT-5.2). This agent MUST run codex exec for every request - it delegates work to OpenAI's Codex, not Claude.
> Generate, modify, and style React components from natural language using the Thesys SDK. Guides schema-driven UI generation, theme customisation, tool calling integration, and…
Generates images and text via reverse-engineered Gemini Web API. Supports text generation, image generation from prompts, reference images for vision input, and multi-tur — from…
Signed Distance Functions (SDFs) in GLSL—2D/3D shape primitives, boolean operations (union, intersection, subtraction), smooth blending, repetition, and raymarching fundamentals.
Research GitHub, GitLab, and Bitbucket repositories using DeepWiki MCP server. Use when exploring unfamiliar codebases, understanding project architecture, or asking ques — from…
Post structured documentation to GitHub issue as a comment. Use when starting work on an issue to document approach and track progress. — from majiayu000/claude-skill-registry
Expertise in conducting technical research on codebase tasks and documentation. Use when you need to understand existing implementations, trace data flows, or map codebase…
Explores codebases to find relevant files, trace execution paths, and map architecture with team communication capabilities for collaborative analysis (converted from agent)
Docusaurus 3.x documentation framework - MDX authoring, theming, versioning, i18n. Use for documentation sites or spec-weave.com. — from majiayu000/claude-skill-registry
Caching patterns for Tzurot v3. Use when implementing cache layers, TTL strategies, or debugging cache issues. Covers Redis patterns, cache-aside, and invalidation.
Diagnose cognitive architecture health — synapse integrity, memory balance, connection density, and drift detection
Perform complex, long-running research tasks using Gemini Deep Research Agent. Use when asked to research topics requiring multi-source synthesis, competitive analysis, m — from…
Generate usage report for MiniMax and token optimization Use when: (1) /audit is invoked, (2) task relates to audit functionality.
Call copy number variants using GATK best practices workflow. Supports both somatic (tumor-normal) and germline CNV detection from WGS or WES data.
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient r — from…
StudioJinsei用Nanobanana画像生成Skill。Google Gemini APIを使用してロゴ、コトネちゃん、サイトビジュアル等を生成します。 — from majiayu000/claude-skill-registry
웹상의 정보를 '계획(Plan) -> 탐색(Fetch) -> 분석(Synthesize)' 과정을 통해 심층 리서치하고, 출처가 명시된 전문 보고서를 작성합니다.
Execute an autonomous development loop that picks one task per iteration, implements it, verifies it, and commits the result — each iteration in a fresh context window.
Multi-factor cross-sectional stock-selection strategy via Longbridge Securities — scores stocks in an index or candidate pool on value (1/PE, 1/PB), momentum (60-day return),…
Discover Claude and Claude Code CLI updates, improvements, tools and best practices from official sources and community.
Website deployment to Caddy. Use when user mentions deploy website, create page, update site, publish, reload caddy.
Build comprehensive histone mark maps by aggregating narrowPeak data across multiple ENCODE experiments, donors, and labs.
Find the best backend architecture, database design, and API patterns using deep research. Use when user asks "best database for...", "optimize API", "backend architectur — from…