Compare cost estimates across projects, versions, and scenarios. Identify variances, benchmark against standards, and generate comparison reports.
コードベース分析から環境セットアップガイドドキュメントを生成。 パッケージマネージャ、必要なツール、環境変数、起動コマンドを検出。 トリガー: setup guide, environment setup, development environment, installation guide, getting started, prerequisites.
MCP サーバーを削除する。「MCP 削除」「MCP を外して」「MCP サーバー削除」「mcp remove」「MCP を消して」「MCP サーバーをアンインストール」「MCP を取り除いて」などで起動。
Apply appropriate type hints for ML/PyTorch code. Use when adding type annotations to ML code or addressing mypy errors.
Use when order-of-magnitude cost estimates are needed to assess financial feasibility, compare cost-effectiveness of alternatives, or identify major cost drivers (not for — from…
Search the web using Claude Code's WebSearch/WebFetch tools combined with GitHub Copilot CLI to find current documentation, best practices, solutions, and technical information.
Quantifies the impact of exogenous events on contract prices using TimeGPT and CausalImpact. Triggers on "event impact analysis", "model event effects", "quantify event impact",…
Leverage Claude Opus 4.5's extended thinking capabilities for deep reasoning, complex analysis, and multi-step synthesis.
Create a 24-hour tactical market brief from the latest macro and financial news, covering equities, commodities, and macro/FX.
Interact with Safari browser tabs, reading list, bookmarks, and history via AppleScript. Use when the user asks to analyze, organize, summarize, deduplicate, close, export, or…
Use when the user needs to interact with X (Twitter) - searching tweets, looking up users/followers, posting tweets/replies, liking, retweeting, following/unfollowing, removing…
Use when creating OpenCode agents - provides markdown format with YAML frontmatter, mode/tools/permission configuration, and best practices for specialized AI assistants — from…
Apply covenant principles as design constraints across all core systems. Use when building agents, prompts, recipes, artifacts, or multi-agent architectures.
Protein (gene) phylogeny inference pipeline: generates a .qmd analysis script that performs alignment, optional trimming, and tree building.
Debug and optimize AI agents by analyzing reasoning traces. Activates on 'debug agent', 'optimize prompt', 'analyze reasoning', 'why did the agent fail', 'improve agent p — from…
Systematically analyze an AI agent's source code across 8 core + 4 optional platform dimensions and output structured analysis to docs/<agent>.md
Reddit-Recherche und Engagement für B2B/Manufacturing. Scannt Subreddits, formuliert Antworten vor, extrahiert Insights. — from majiayu000/claude-skill-registry
PM Planner Agent. 기능 기획, 요구사항 정의, 명세서 작성을 담당합니다. 기획, 명세, 요구사항, PRD, 스펙 관련 요청 시 사용됩니다.
Provides Gemini CLI delegation workflows for large-context analysis and complex reasoning using Gemini 3.0 Flash and Gemini 3.0 Pro models, including English prompt formulation,…
Use when asked to normalize audio volume, match loudness, or apply peak/RMS normalization to audio files.
[Documentation] Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results.
Эксперт по runbooks. Используй для создания операционных процедур, incident response и maintenance документации. — from majiayu000/claude-skill-registry
pre-commit hookセキュリティスキル。機密情報検出パターン、git-secrets/gitleaks統合、チーム展開戦略、Git履歴スキャンを実装し、コミット前の機密情報漏洩を防ぐ。
API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination. — from majiayu000/claude-skill-registry
빌드 오류 자동 수정 워크플로우. 컴파일 에러, 타입 에러, 누락된 import, 빌드 설정 문제를 진단하고 수정합니다. Use when build fails and quick targeted fixes are needed without broader refactoring.
Use when designing prompts for LLMs, optimizing model performance, building evaluation frameworks, or implementing advanced prompting techniques like chain-of-thought, fe — from…
Single source of truth for repository structure and entry points, including key directories, domain boundaries, shared code, integrations, and build/deploy references
Use OpenAI's Deep Research API (o3 / o4 models) to automate multi-step, citation-backed research workflows.
Generate or edit images using Google Gemini API via nanobanana. Triggers: "nanobanana", "generate image", "create image", "edit image", "AI drawing", "图片生成", "AI绘图", "图片编 — from…
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;…
Generate a persistent .nexus-map/ knowledge base that lets any AI session instantly understand a codebase's architecture, systems, dependencies, and change hotspots.
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…
Search academic papers, build literature reviews, and synthesize research findings — combines Exa MCP (research_paper category, arxiv filtering) with arxiv-mcp-server for — from…
Generate and update project documentation following acidApps standards. Includes templates for README, USER_MANUAL, TERMINOLOGY, and CHANGELOG.
.NET/C# backend developer for ASP.NET Core 8+ APIs with Entity Framework Core and enterprise patterns.
Guides through creating a new OpenCode-compatible agent with interactive interview, permission configuration, and validation.
CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases: gene info (Ensembl/UniProt), AlphaFold, ARCHS4, Enrichr — from…
Capture research observations into AGET KB without committing specs. Use when discovering vocabulary candidates, RQ proposals, web findings, patterns, or observations mid-session…
Build a research definition and execute the study based on a Linear issue.
Collecte et analyse les Pull Requests GitHub avec leurs commentaires d'agents de review IA (CodeRabbit, GitHub Copilot, Codex, etc.).
Gradient-based approximation to activation patching for scalable circuit analysis. Use when activation patching is too slow or when analyzing many components simultaneous — from…
Craft messages that are understood, remembered, and drive action using the SUCCESs checklist (Simple, Unexpected, Concrete, Credible, Emotional, Stories).
Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API. — from majiayu000/claude-skill-registry
Analyze evaluation results for quality improvements — identify LLM-judge evaluators replaceable with deterministic assertions, flag weak/vague assertions, and surface cost/quality…
Builds flexible API filtering and sorting systems with query parameter parsing, validation, and security.
Analyzes repository modules for current capabilities, groups them by domain, and identifies strategic gaps against mission objectives
Performs unsupervised clustering on single-cell RNA-seq data using Seurat. This process finds nearest neighbors, computes UMAP for visualization, and applies Louvain/Leiden…
Analyze Field Labs coaching transcription data, calculate session metrics, and generate daily summaries.
Build a specification-first Digital FTE that orchestrates accumulated intelligence from Lessons 1-7. Learn to compose execution skills into production-ready agents, valid — from…
Knowledge about analyzing projects for tech stack, frameworks, tools, and conventions. Use when asked to understand or learn about a project's structure.
Manually add individual YouTube URLs to a custom collection CSV. Use when adding one-off videos to folders like library-of-minds or random, not from a channel extraction.
Apply P5 Empathy Mapping to systematically capture what stakeholders see, think, feel, and do in their context.
Track code through the forest with unerring precision. Pick up the scent, follow the trail, and map the territory.
Multi-backend deep learning library for building, training, running inference, and saving neural network models in Python.
Use when validating market timing, structural forces, or distribution moats before committing strategic resources—focuses on macro context, not individual competitor teardowns.
Production-grade RAG (Retrieval-Augmented Generation) system design patterns from OpenClaw. Use when implementing semantic search, vector retrieval, memory systems, or knowledge…
Expert in Anglo-American analytic tradition covering logic, language, mind, and epistemology from Frege to contemporary philosophy — from majiayu000/claude-skill-registry
Help users run effective post-mortems and retrospectives. Use when someone is reviewing a project that succeeded or failed, wants to establish learning practices, is deal — from…
When the user wants to build digital twins, simulate supply chain operations, or create virtual replicas for testing.
Comprehensive scientific document review and analysis. Use when Claude needs to review scientific papers, reports, preprints, or other research documents for: (1) Identifying and…