Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights — from…
This skill should be used when the user requests "get JSON with fields X, Y, Z", "need JSON output from this text", "create structured JSON from", or provides a JSON schema they…
This skill retrieves upcoming earnings announcements for US stocks using the Financial Modeling Prep (FMP) API.
This skill should be used when the user asks to "analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positioning", "apply P — from…
This skill should be used when the user asks to 'create a skill', 'improve a skill', 'edit a skill', 'add enforcement patterns', 'audit skill enforcement', or needs to…
Use this skill when you need to conduct thorough research on a repository's structure, documentation, and patterns.
Use this skill when crafting LLM prompts, implementing chain-of-thought reasoning, designing few-shot examples, building RAG pipelines, or optimizing prompt performance.
This skill should be used when users need to perform known motif enrichment analysis on ChIP-seq, ATAC-seq, or other genomic peak files using HOMER (Hypergeometric Optimi — from…
Design and implement RESTful API endpoints with proper HTTP methods, status codes, and consistent naming conventions.
When the user requests information about academic benchmarks, datasets, or research papers, particularly in machine learning, deep learning, or logical reasoning domains.
This skill should be used when the user asks to "analyze competitors", "assess competitive landscape", "identify differentiation", "evaluate market positioning", "apply P — from…
Comprehensive metabolic landscape analysis pipeline for scRNA-seq data. This is an all-in-one process group performing complete metabolic pathway analysis including expression…
This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions di — from…
Autonomous LLM training optimization with GPU support. Runs 5-minute training experiments, measures val_bpb, keeps improvements or reverts — repeat forever.
End-to-end open source contribution workflow: from scanning issues to submitting PRs. Use this skill whenever the user wants to contribute to an open source project, find issues…
This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB shares", "test network services", or…
Interactive debugger for Deno/TypeScript applications using the V8 Inspector Protocol. This skill should be used when investigating issues in Deno applications, including memory…
This skill should be used when comparing a project's Lisa-managed files against Lisa's source templates to identify drift.
This skill should be used when the user asks to "validate FHIR resources", "check HL7 messages", "validate healthcare data format", "parse FHIR", "HL7 v2 messages", "FHIR R5…
Use this skill when users ask specifically about the Storybook Assistant plugin - "what can the storybook assistant do", "storybook plugin features", "storybook assistant…
Analyzes and resolves Odoo 16.0 issues including SVL linking problems, queue job failures, view errors, and business logic bugs.
Optimize AI assistant configurations for maximum effectiveness. USE THIS SKILL when user says "improve CLAUDE.md", "better copilot instructions", "tune AI", "optimize prompts",…
This skill should be used when the user asks to "기술 의사결정", "뭐 쓸지 고민", "A vs B", "비교 분석", "라이브러리 선택", "아키텍처 결정", "어떤 걸 써야 할지", "트레이드오프", "기술 선택", "구현 방식 고민", or needs deep — from…
Enhanced web search and real-time content retrieval via Grok API with forced tool routing. Use when: (1) Web search / information retrieval / fact-checking, (2) Webpage content…
This skill should be used when writing or improving system prompts for AI agents, providing expert guidance based on Anthropic's context engineering principles.
Create new pages or notes in the readme-pages project. Use when the user asks to create, add, or write a new page, note, article, or blog post.
Qdrant vector database REST API via curl. Use this skill to store, search, and manage vector embeddings.
Detects whether a codebase implements the NodeInfo protocol endpoint. NodeInfo is a standard used by Fediverse and federated social network servers to expose metadata about the…
This skill should be used when creating or editing Cursor rules files (.mdc format) in the .cursor/rules directory.
This skill should be used when the user asks about "Unity editor scripting", "Custom Inspector", "EditorWindow", "PropertyDrawer", "Unity Input System", "new Input System", "UI…
Use this skill whenever the user wants to set up, configure, or refactor TypeORM within a NestJS TypeScript project, including data sources, entities, migrations, repositories,…
Transform raw data into actionable insights by shifting from tracking "what happened" to "why it happened." Use this skill when designing instrumentation specs for new features,…
Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam…
This skill should be used when the user asks to "audit content quality", "EEAT score", "E-E-A-T audit", "content quality check", "CORE-EEAT audit", "helpful content assessment",…
This skill should be used when the user asks to "understand context", "explain context windows", "design agent architecture", "debug context issues", "optimize context us — from…
Run structured What-If scenario analysis with multi-branch possibility exploration. Use this skill when the user asks speculative questions like "what if...", "what would — from…
Mindshare tracking primitive using Kaito MCP tools. Use this skill to check mindshare trends for an entity or narrative.
Use this skill when the user asks "block info", "what's in block", "latest block", "get block details", or mentions viewing block data on EVM chains (Ethereum, Polygon, Arbitrum,…
Brief description of what this skill does and when to use it. Be specific about capabilities and use cases to help agents decide when to load this skill.
When the user needs to evaluate multiple model checkpoints across various benchmarks to identify the best performing model based on evaluation metrics like accuracy, F1-score, or…
Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database co — from…
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly — from…
Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data.
Foundational values, directives, and context engineering rules for all Agile V agents. Load this skill first in any Agile V session.
Execute and troubleshoot memory-cli commands for episode management, pattern analysis, and storage operations.
This skill should be used when the user asks to "investigate code", "analyze implementation", "find patterns", "understand codebase", "debug issue", "find bug", "troubleshoot", or…
Build responsive, mobile-first layouts using fluid containers, flexible units, media queries, and touch-friendly design that works across all screen sizes.
This skill covers the principles for identifying tasks suited to LLM processing, designing effective project architectures, and iterating rapidly using agent-assisted development.
This skill helps users extract YouTube video transcripts and perform deep competitive analysis on the content.
Complete operational workflow for implementer agents (Codex, Gemini, etc.) making code changes and writing tests.
Use this skill when users need to analyze competitors, monitor market movements, benchmark features/pricing, identify market gaps, or understand competitive positioning — from…
This skill identifies the locations of known transcription factor (TF) binding motifs within genomic regions such as ChIP-seq or ATAC-seq peaks.
This skill should be used when executing plan tasks autonomously, implementing features using TDD, running the red-green-refactor cycle, handling code review loops, or dealing…
Research profitable Amazon KDP categories for book publishing. This skill should be used when planning a book launch, analyzing competition, or optimizing category selection for…
Deep Researchの探索・収集フェーズ。世界中のニュース/SNS/論文/公式Docs/OSS情報を横断して 証拠（evidence.jsonl）として保存する。調査の一次素材を作りたいときに使う。
Deep technical assistant for projects that combine Neural Quantum States (FFNN and Transformer-based) with Sample-based Quantum Diagonalization (SQD).
This skill compares a measured numerical value (e.g., temperature, weight) against a predefined threshold to determine a binary outcome.
This skill should be used when the user asks to 'verify analysis results', 'check reproducibility', 'validate data science output', 'confirm completion', or as Phase 5 of — from…
Use this skill for rigorous theoretical derivation with supercollider mode (G1-G7 simultaneous), diffusion reasoning, and synthesis engine.
Connect Claude to external apps like Gmail, Slack, GitHub. Use this skill when the user wants to send emails, create issues, post messages, or take actions in external se — from…