Find marker genes and annotate cell types in single-cell RNA-seq using Seurat (R) and Scanpy (Python).
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Efficiently navigate codebase documentation during Research phase. Use instead of Grep/Glob for finding architectural decisions, feature specs, and technical docs.
Build tools, CSS architecture, and Git workflows for clemencefouquet.fr WordPress theme. Covers linting, @layer CSS, and sync between Laragon/Git/VPS.
Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water — from…
Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building ris — from…
Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similar — from…
Coecke's ZX-calculus for quantum circuit reasoning via string diagrams with Z-spiders (green) and X-spiders (red)
Analyze what could go wrong with a plan. Use when: - User asks "what could go wrong", "risks", "potential issues" - Before implementing a significant change - User wants to…
Frontend testing with browser automation, assertions, and visual regression. Use when testing web UIs, validating user flows, checking responsive design, form submissions, login…
Track code through the forest with unerring precision. Pick up the scent, follow the trail, and map the territory.
Force full interview depth for this session. Use when user says '/full-interview' or 'full interview mode'.
Ralph Wiggum iterative development loop methodology for persistent AI agent work. Implements continuous iteration loops where AI works on tasks until completion, using Archon for…
Look up Gemini API documentation, SDK patterns, and current best practices when building with Google Gemini.
Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust. — from majiayu000/claude-skill-registry
Loading and using pretrained models with Hugging Face Transformers. Use when working with pretrained models from the Hub, running inference with Pipeline API, fine-tuning models…
Creates hands-on student exercises and practice activities for learning prompt engineering. Use when the user asks to create student activities, practice exercises, or ha — from…
Autonomous pipeline monitor using sense-think-act loop. Watches snakemake/nextflow jobs, detects errors, applies fixes from memory, restarts on failure.
Expert guidance for ClearML, the open-source MLOps platform for experiment tracking, pipeline orchestration, data management, and model deployment.
Automate ML workflows with Airflow, Kubeflow, MLflow. Use for reproducible pipelines, retraining schedules, MLOps, or encountering task failures, dependency errors, experiment…
Automatically generates and updates API documentation from code changes with multiple format support — from majiayu000/claude-skill-registry
Interrupt controller converting polled to proactive agent execution. Per-runtime strategies, configurable thresholds, Deacon heartbeat supervision.
Deep exploration and synthesis workflow with dynamic planning and hub-and-spoke coordination. Use for deep analysis, codebase understanding, or thorough investigation of — from…
LiteLLM-RS MCP Gateway Architecture. Covers Model Context Protocol, JSON-RPC 2.0 implementation, multi-transport support (HTTP, SSE, WebSocket, Stdio), and permission system.
Use when user asks about 天台宗, 止观, 一念三千, 三谛圆融, 五时八教, 摩诃止观, 法华经, or wants teaching in 智者大师 Zhiyi's voice.
Debug preprocessing pipeline failures. Guides through reading checkpoint files, checking step artifacts, interpreting QC metrics, examining visualization PNGs, and identifying…
Adopt the persona of a law scholar to provide evidence-based, academic analysis on Corporate Social Responsibility (CSR), corporate governance, and directors' duties.
Initialize and configure OpenClaw agent workspace MD files (AGENTS.md, SOUL.md, IDENTITY.md, USER.md, TOOLS.md, BOOTSTRAP.md, HEARTBEAT.md).
Generate pileup data for variant calling using samtools mpileup and pysam. Use when preparing data for variant calling, analyzing per-position read data, or calculating a — from…
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.
Produce calibrated predict and predict_proba outputs, with optional uncertainty intervals, without generating explanations.
Analyze standing-intelligence pack diffs and produce scan-proposals.md for IDEAS-02 backlog updates.
Expert guidance for building AI agents with the OpenAI Agents SDK, from simple single-agent systems to complex multi-agent workflows.
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers.
Review PooCommerce code changes for coding standards compliance. Use when reviewing code locally, performing automated PR reviews, or checking code quality.
When the user wants to calculate optimal order quantities, minimize total inventory costs using EOQ models, or determine the economic lot size.
Möbius inversion on posets and lattices: alternating sums, chromatic polynomials, incidence algebras, and centrality predicates.
Generates new agent profiles with consistent structure, automatic validation pattern injection, and test-driven protocols — from majiayu000/claude-skill-registry
Use CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown.
Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3).
Compare user expectations (UTCs) with code reality to identify gaps. Use when you need to understand discrepancies between what users expect and what code actually does.
Systematic bugfix workflow with regression testing, auto-retry logic, and comprehensive validation. Auto-executes when user clearly wants to fix, debug, repair, resolve, broken,…
Find dead code using parallel subagent analysis and optional CLI tools, treating code only referenced from tests as dead.
.NET/C# backend developer for ASP.NET Core 8+ APIs with Entity Framework Core and enterprise patterns.
Document security research, CTF solutions, and malware analysis. Includes REPORT.md and STATUS.md templates.
DBA Deutschland Israel Neufassung 2014 in Kraft 21.5.2016. Anwendungsfall Hightech IT Software-Lizenzen Holdings Pensionen Aliyah-Konstellation.
Design or extend contract-oriented validation at module, service, or workflow boundaries. Use when two components interact across a meaningful interface, downstream assumptions…
Design framework-agnostic AI agents using Oracle's Open Agent Specification for portable, interoperable agentic systems with JSON/YAML definitions
Defines behavior protocol for spawned worker agents. Injected into worker prompts. Covers startup, progress reporting, exit conditions, and handover preparation.
Calculate sequence statistics (N50, length distribution, GC content, summary reports) using Biopython.
Guide users through omicverse's spatial transcriptomics tutorials covering preprocessing, deconvolution, and downstream modelling workflows across Visium, Visium HD, Ster — from…
Help users evaluate emerging technologies. Use when someone is assessing new tools, making build vs buy decisions, evaluating AI vendors, or deciding on technical archite — from…
Analyzes events through physics lens using fundamental laws (thermodynamics, conservation, relativity), quantitative modeling, systems dynamics, and energy principles to — from…
Maintain THOR installs using thor-util: update signatures, upgrade versions, download offline packs, generate reports, manage YARA-Forge.
Use when fine-tuning LLMs, training custom models, or adapting foundation models for specific tasks. Invoke for configuring LoRA/QLoRA adapters, preparing JSONL training — from…
Use when creating project rules, adding .claude/rules/*.md files, or scoping rules to specific files with globs for token efficiency. — from majiayu000/claude-skill-registry
Turn rich agent answers and any file, folder, URL, or export into a polished single-file HTML page. Auto-picks a default route plus 17 concrete design systems (teaching,…
Correlate content attributes with performance metrics across GA4, GSC, and SE Ranking. Identify what drives performance and build optimization hypotheses.
Use when creating OpenCode agents - provides markdown format with YAML frontmatter, mode/tools/permission configuration, and best practices for specialized AI assistants — from…
LinkedIn Content-Erstellung, Engagement und Monitoring für B2B/Manufacturing. Regionale Anpassung (US/EU/Asien), Artikel mit Teasern, Bildgenerierung via Gemini, Kommenta — from…