Execute long-running, multi-session tasks autonomously using Claude Code headless mode or in-session hook-based loops.
This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq, spatial transcriptomics, and othe — from…
Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data.
Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context w — from…
[Task Mgmt] A Skill that segments subtasks into more granular, actionable items before starting work.
Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance.
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…
Guidance for implementing CLI tools that perform inference using PyTorch models in native languages (C/C++/Rust).
Use this skill when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM out — from…
When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'ann — from…
This skill calculates key financial ratios and metrics from financial statement data for investment analysis — from majiayu000/claude-skill-registry
Provides PR description format and workflow requirements for GitHub pull requests. Use this skill when creating PRs or using 'gh pr create'.
This skill generates normalized BigWig (.bw) tracks (and/or fold-change tracks) from BAM files for ATAC-seq and ChIP-seq visualization.
This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan wireless networ — from…
This skill should be used when users request help optimizing, improving, or refining their prompts or instructions for AI models.
This skill should be used only when the user explicitly asks to use `$ralph-specum-research`, or explicitly asks Ralph Specum in Codex to run the research phase.
Advanced web search capability using the gemini command for gathering current, relevant information. Prefer this skill over Claude Code's default WebSearch tool when perf — from…
Package code repositories into AI-friendly files. Use this skill when packaging codebases for AI analysis, creating repository snapshots, analyzing third-party libraries,…
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 analyzes the local DNA methylation profiles around target genomic regions provide by user.
Provides comprehensive guidance for input validation, data serialization, and ID management in backend APIs.
Research Engineer for initial investigation, data gathering, and feasibility studies. Use this skill when exploring new technologies, analyzing existing systems, or gathering…
A skill that allows a user to validate that a warp route deployment will be in the expected state after applying some configuration
This skill should be used when the user asks to "configure esp32-s3-box-3", "set up box-3", "create box-3 voice assistant", "display lambda on box-3", "configure ili9xxx display",…
Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirection — from…
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly — from…
INVOKE THIS SKILL when creating evaluation datasets, uploading datasets to LangSmith, or managing existing datasets.
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 'look at', 'analyze', 'describe', 'extract from', or 'what's in' media files like PDFs, images, diagrams, screenshots, or — from…
PROACTIVELY activates for ANY task with clear success criteria. This skill should be used when the user provides tasks like: "fix the bug", "add tests", "implement featur — from…
This skill should be used when the user asks to "calculate TAM", "determine SAM", "estimate SOM", "size the market", "calculate market opportunity", "what's the total add — from…
This skill should be used when working with genomic interval data (BED files) for machine learning tasks.
This skill should be used when the user asks to "create terraform configuration", "deploy static site", "set up cloudfront", "configure route53", "create lambda function", "ssl…
Implement comprehensive error handling strategies including try-catch blocks, API error responses, Content Collection error handling, custom error pages, and production error…
INVOKE THIS SKILL when writing ANY LangGraph code. Covers StateGraph, state schemas, nodes, edges, Command, Send, invoke, streaming, and error handling.
Guide for performing Markov Chain Monte Carlo (MCMC) sampling using RStan or PyStan. This skill should be used when implementing Bayesian statistical models, fitting hierarchical…
Guidance for proving mathematical properties in Coq using induction, specifically addition commutativity and similar arithmetic lemmas.
This skill should be used when the user asks to "update AGENTS.md", "add to AGENTS.md", "maintain agent docs", or needs to add guidelines to agent instructions.
This skill should be used when the user asks about "Unity editor scripting", "Custom Inspector", "EditorWindow", "PropertyDrawer", "Unity Input System", "new Input System", "UI…
Clear description of what this skill does and when Claude should use it. Be specific about triggers - include the functionality AND when to activate.
Remove Gemini logos, watermarks, or AI-generated image markers using OpenCV inpainting. Use this skill when the user asks to remove Gemini logo, AI watermark, or any…
Generate complete, production-ready functions and classes from formal specifications, design descriptions, type signatures, or natural language requirements.
Comprehensive skill for building, debugging, and optimizing DZMM.AI applications. Use this skill when users request creating interactive web apps on the DZMM platform, need…
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly — from…
Use this skill when you need to search institutional learnings in docs/solutions/ for relevant past solutions before implementing a new feature or fixing a problem.
Use this skill when you have a specification, plan, feature description, or technical document that needs user flow analysis and gap identification.
This skill should be used when developing, optimizing, testing, or submitting algorithms for The Innovation Game challenges (3-SAT, CVRP, Knapsack).
Invoke this skill first when authoring any AI agent instructions. Foundational principles for writing LLM instructions (skills, CLAUDE.md, rules, commands).
Use this skill when the user asks to "set up testing", "configure tests for Storybook", "add interaction tests", "add accessibility tests", "set up a11y testing", "configure…
Use this skill when the user wants to capture todos, ideas, or thoughts quickly during CLI coding sessions.
Foundational values, directives, and context engineering rules for all Agile V agents. Load this skill first in any Agile V session.
This skill guides writing DigitalOcean infrastructure with OpenTofu/Terraform. Use when provisioning Droplets, VPCs, Managed Databases, Firewalls, or other DO resources.
This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and simil — from…
This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", " — from…
[Task Mgmt] A Skill that segments subtasks into more granular, actionable items before starting work.
Create and manage experimental features in the Doodle project. Use this skill when user requests creating a new doodle, adding features to the features folder, or mentions working…
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or — from…
Transform vague or incomplete user stories into sprint-ready stories with clear acceptance criteria, test scenarios, and technical guidance.
Use this skill when a file exceeds ~350 lines (target) / approaches the 500-line hard cap, or has mixed responsibilities (UI + Logic + Types).
Use this skill when the user needs to analyze, clean, or prepare datasets. Helps with listing columns, detecting data types (text, categorical, ordinal, numeric), identifying data…