Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similar — from…
Execute Miyabi Agents (Coordinator, CodeGen, Review, Deployment, PR, Issue) with Git Worktree isolation for parallel processing.
Functional mythological compression for OCTAVE documents. Semantic shorthand for LLM audiences, not prose decoration.
Detects hidden topological connections between apparently separate systems, maps the throat (bottleneck), checks traversability via negentropy, diagnoses stability via LRC…
Quick reference for common SQL patterns, CTEs, window functions, and indexing strategies. Triggers on: sql patterns, cte example, window functions, sql join, index strate — from…
Visualize and analyze issue dependencies in Linear. Finds blocking chains, circular dependencies, and critical path items.
Apply simplification principles (Occam's Razor) when debugging complex issues, evaluating competing theories, or simplifying designs.
プロンプトのライフサイクル管理を専門とするスキル。バージョン管理、デプロイ戦略、ロールバック、変更追跡により、本番環境で安全かつ効率的なプロンプト運用を実現します。
i-OLAP 수식 작성 가이드. OlapGrid 계산 필드, 사용자 정의 항목, 조건부 서식에서 사용하는 수식 함수와 문법을 안내합니다. "OLAP 수식", "계산 필드", "ForAll", "ForEach", "집계 함수", "Rank", "조건부 서식 수식" 등을 물어볼 때 사용하세요.
Expert knowledge for APM (Observability) Layer modeling in Documentation Robotics
Research and analyze information from web, docs, and memory. Use when user needs data collection, fact verification, literature review, competitive analysis.
Reduce LLM API and infrastructure costs through model selection, prompt caching, batching, caching, quantization, and self-hosting strategies.
Multi-LLM collaborative brainstorming and planning. Use when user explicitly requests consultation with multiple AI models (ChatGPT, Gemini, other LLMs) before presenting an…
Browser automation via webctl CLI in Claude.ai containers with authenticated proxy support. Use when users mention webctl, browser automation, Playwright browsing, web sc — from…
Find hub notes (highly connected notes with many links). Triggers on "hubs", "hub notes", "most connected", "popular notes", "highly connected notes".
Develop native Android apps with Kotlin. Covers MVVM with Jetpack, Compose for modern UI, Retrofit for API calls, Room for local storage, and navigation architecture.
Help users create and run AI evaluations. Use when someone is building evals for LLM products, measuring model quality, creating test cases, designing rubrics, or trying — from…
Use when the user asks to create, refine, evaluate, or optimize an LLM prompt. Do NOT trigger for Claude Code skills (use skill-creator) or when rewriting an existing skill (use…
Comprehensive code analysis for architecture, performance, security, and quality using PAL MCP. Use when reviewing codebases, assessing technical decisions, or planning…
Ensure thorough validation, error recovery, and transparent reasoning in research tasks with multiple tool calls — from majiayu000/claude-skill-registry
Post-investment monitoring via Longbridge Securities — tracks portfolio holdings vs plan on a quarterly / monthly basis, extracts key KPIs (revenue growth / gross margin / cash…
Query JASPAR for transcription factor binding site (TFBS) profiles (PWMs/PFMs). Search by TF name, species, or class; scan DNA sequences for TF binding sites; compare matrices;…
Work with MongoDB (document database, BSON documents, aggregation pipelines, Atlas cloud) and PostgreSQL (relational database, SQL queries, psql CLI, pgAdmin).
Azure AI Search SDK for Python. Use for vector search, hybrid search, semantic ranking, indexing, and skillsets. — from majiayu000/claude-skill-registry
Fetch and display GitHub trending repositories and developers. Use when building dashboards showing trending repos, discovering popular projects, or tracking GitHub trends.
Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks.
在本机 Mac 或 Apple Silicon 上部署 Gemma 4 12B。本地安装/升级 llama.cpp，下载 GGUF 量化模型，用 llama-server 暴露 OpenAI-compatible API，或用 Ollama 暴露本地模型服务，按用户需求把 12B 上下文从默认 32K 提升到 64K/128K，配置 tmux…
Design framework-agnostic AI agents using Oracle's Open Agent Specification for portable, interoperable agentic systems with JSON/YAML definitions
Command workflow orchestration patterns for /code, /fix, /audit, and other implementation commands. Triggers: workflow, orchestration, command flow, IDR, test generation, RGRC,…
Prompt engineering knowledge base — technique taxonomy with decision tree, prompt template patterns and formatting conventions, OWASP LLM Top 10 security checklist, eval…
Aggregate and analyze customer feedback from [Delighted](https://composio.dev/toolkits/delighted), [GatherUp](https://composio.dev/toolkits/gatherup),…
Conduct comprehensive sentiment analysis of Reddit discussions for any product, brand, company, or topic.
Julia package equivalents for 137 K-Dense-AI scientific skills. Maps Python bioinformatics, chemistry, ML, quantum, and data science packages to native Julia ecosystem.
Gezielte Anpassung des Arbeitsrechts-Praxisprofils – Standort-Fußabdruck, Risikoeinstellung, Eskalationskontakte, Einstellungsregeln, Kündigungsregeln, Handbuchpositionen — from…
Review and triage semgrep security scan results to identify true positive vulnerabilities. Use when analyzing semgrep output, triaging security findings, reviewing static analysis…
Cohort analysis and retention optimization framework. Identifies retention drivers and churn factors.
Senior scientific author for literature review synthesis with authority to restructure, rewrite, and add analysis across outline creation, introduction framing, and final synthesis
Guide for creating specialized Claude Code subagents with proper YAML frontmatter, focused descriptions, system prompts, and tool configurations.
Next.js App RouterでのServer Components / Server Actions / Route Handlers等の使い分けガイド。「Server ComponentとClient Componentの違い」「Server Actionsの使い方」「revalidatePath/revalidateTagの違 — from…
Manage checkpoints for rollback capability. Use when creating save points, rolling back changes, managing recovery points, or restoring previous states.
Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working — from…
Use when debugging or handling API errors in Frappe/ERPNext v14/v15/v16. Prevents silent failures and wrong HTTP status codes in REST endpoints.
Performs unsupervised clustering on single-cell RNA-seq data using Seurat. This process finds nearest neighbors, computes UMAP for visualization, and applies Louvain/Leiden…
Design API contracts before implementation — endpoints, models, status codes (Daniel Okoye's workflow)
Rigorous analysis expert covering limits, continuity, sequences, series, and measure theory foundations
Identify, structure, and catalog testable hypotheses from pilot signals and strategic inputs. Use when transforming unstructured idea lists or pilot objectives into a for — from…
Risk-return optimisation for investment portfolios via Longbridge — builds risk-adjusted return-optimal portfolios based on fund size, risk preference (conservative / balanced /…
Statistical/data-analysis modeling lead for COMAP MCM/ICM Problem C. Use when you need to interpret C题需求、检查题目数据是否足够/是否允许外生数据、制定可验证的统计/机器学习建模方案，并输出不确定性区间与稳健性分析。
Run ClickHouse queries for analytics, metrics analysis, and event data exploration. Use when you need to query ClickHouse directly, analyze metrics, check event tracking — from…
Comprehensive guide for implementing Fullstory's User Identification API (setIdentity) across web applications.
Research Godot source code to prepare critical implementation notes for upcoming phases. Use before implementing phases to avoid debugging sessions and discover Godot quirks…
End-to-end testing with Vitest for Vigil Guard v2.0.0 detection engine. Use when writing tests, debugging test failures, managing fixtures, validating 3-branch detection, working…
Manage TODO files as persistent working memory for complex patterns. Track design decisions, implementation progress, and context across sessions.
Perform 12-Factor App compliance analysis on any codebase. Use when evaluating application architecture, auditing SaaS applications, or reviewing cloud-native application — from…
Execute approved proposals autonomously. Check for approved proposals and execute them based on their type.
Comprehensive Claude Code telemetry via 10 hooks capturing sessions, conversations, tools, subagents, context, permissions, and repository analytics.
Conduct thorough research with proper citations and source verification for academic and professional content
Style guide templates for content creation. Used by /majestic:style-guide:new command.
Compare ENCODE experiments across different biosamples, tissues, or cell lines to identify tissue-specific regulatory patterns.
Identify differential m6A methylation between conditions from MeRIP-seq. Use when comparing epitranscriptomic changes between treatment groups or cell states.