Train and fine-tune LLMs using HuggingFace TRL, Transformers, and cloud GPU infrastructure with SFT, DPO, GRPO methods — from majiayu000/claude-skill-registry
Cross-symbol comparison (2–5 stocks) via Longbridge — valuation (PE / PB / PS / dividend yield), current price + change, latest financial KPIs (revenue / net income / ROE), market…
Determine the type of project and summarize the tech stack. Your summary should include:
CareMatch 개발 로그 작성. 작업 내용을 날짜별로 기록하고 프로젝트 상태를 업데이트합니다. 사용법 - "개발 로그 작성해줘", "오늘 작업 기록해줘", "프로젝트 상태 업데이트해줘 — from majiayu000/claude-skill-registry
Incrementally implement feature improvements from docs/improvements.md with tests and atomic commits. Focuses on new functionality rather than refactoring.
Get current weather, forecasts, and historical data using free Open-Meteo and wttr.in APIs. Use when: (1) Fetching weather conditions, (2) Weather alerts and monitoring, (3)…
LLM observability with Langfuse — OpenTelemetry-based tracing, evaluations, prompt management, datasets, and production best practices — from majiayu000/claude-skill-registry
Create PydanticAI agents with type-safe dependencies, structured outputs, and proper configuration. Use when building AI agents, creating chat systems, or integrating LLM — from…
Copy an agent from Product Forge to user or project level
Use when debugging API calls, checking network requests, inspecting HTTP traffic, finding failed requests, analyzing response data, or investigating API errors.
Use when crafting, improving, or reviewing prompts, system prompts, skill instructions, or any text that instructs an LLM.
Generate voice call reports showing transcriptions, scores, and score deltas as markdown files
Configure OAuth authentication providers for Clerk (Google, GitHub, Discord, Apple, Microsoft, Facebook, LinkedIn, Twitter, and 11+ more).
Baut die dreidimensionale Wuerfel-Struktur fuer ein neues Pruefprojekt auf — drei Achsen: Spalten (Datenpunkte als Spaltenprompts) Zeilen (Dokumente mit optionalen Zeilen — from…
Review pilot documentation and outputs for alignment with policy and governance standards. Use when assessing compliance against Duke policies, organizational guidelines, or…
Diffusion model training and inference patterns including UNet/DiT architectures, noise schedules, CFG, ControlNet, and LoRA.
Natural language processing ML pipelines for text classification, NER, sentiment analysis, text generation, and embeddings.
Compare model candidates using weighted metrics and deterministic ranking outputs. Use for benchmark leaderboards and model promotion decisions.
Complete workflow for building, implementing, and testing goal-driven agents. Orchestrates hive-* skills.
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and — from…
Conduct systematic research with confidence scoring, source validation, and structured reporting for technology decisions and codebase analysis.
Add words to the Wispr Flow dictionary. Use when the user wants to add a word, phrase, or snippet to Wispr Flow for voice dictation.
View and analyze Hawk evaluation results. Use when the user wants to see eval-set results, check evaluation status, list samples, view transcripts, or analyze agent behav — from…
Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control. — from majiayu000/claude-skill-registry
Identifies and fixes performance bottlenecks. Use when optimizing code performance, fixing slow operations, or when asked to improve speed.
Use when explaining code, concepts, or system behavior to a specific audience level - provides a structured explanation workflow with depth control and validation steps.
Work autonomously without waiting for hand-holding — complete tasks end-to-end without asking for permission at every step.
Walk through omicverse's single-cell preprocessing tutorials to QC PBMC3k data, normalise counts, detect HVGs, and run PCA/embedding pipelines on CPU, CPU–GPU mixed, or G — from…
Refine value propositions from emotional, logical, and status angles, then synthesize into a powerful 15-word statement with evolution process.
Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication routing, and MSAL-based auth.
Build data pipelines, AI systems, and machine learning models with Python. USE THIS for data processing, model training, LLM integration, RAG systems, NLP, vector databases,…
Execute BioETL py-config-bot profile for role-specific workflow and constraints. — from majiayu000/claude-skill-registry
Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mongoose integr — from…
Expert in creating visual grammar cheatsheets for Kabardian language with morphological breakdowns and corpus examples.
Crafting effective prompts for LLMs. Use when designing prompts, improving output quality, structuring complex instructions, or debugging poor model responses.
Step back and critically reassess project state. Use when asked to "assess", "step back", "fresh eyes", "check alignment", "sanity check", "health check", "prune documentation",…
Expert Data Protection Officer (Datenschutzbeauftragter) with deep knowledge of EU GDPR (DSGVO), German BDSG, and ISO 27701:2025/2019 (PIMS).
Use when factual claims in a science blog essay need verification with source URLs, or when proactive research enrichment would strengthen an argument.
作为项目经理操作 OpenAI Codex CLI 完全体。包含：知识库维护（自动跟踪 Codex 最新功能）、任务执行（提示词设计→执行→监控→质量检查→迭代→汇报）、配置管理（feature flags/模型/skills/MCP）。通过 tmux 操作交互式 TUI，通过 notify hooks + pane monitor 实现异步唤醒。NOT…
Expert React specialist mastering React 18+ with modern patterns and ecosystem. Specializes in performance optimization, advanced hooks, server components, and production-ready…
Implementa sistema completo de pagos recurrentes con Flow.cl (Chile) y Stripe (internacional). Incluye suscripciones mensuales, webhooks, firma HMAC, manejo de errores y — from…
Tune WaveCap Whisper model settings. Use when the user wants to change model size, adjust decoding parameters, configure prompts, or optimize transcription accuracy vs speed.
Implement RAG systems using Weaviate vector database. Use when building semantic search, document retrieval, or knowledge base systems.
Enterprise Machine Learning specialist with TensorFlow 2.20.0, PyTorch 2.9.0, Scikit-learn 1.7.2 expertise.
Analyzes events through sociological lens using social structures, institutions, stratification, culture, norms, collective behavior, and multiple theoretical perspective — from…
Analyzes single pattern implementation, calculates compliance/completeness/quality scores, identifies gaps. Use when auditing a specific pattern.
Fetch and summarize arXiv papers. Search by topic, read specific papers by ID or URL, and get plain-language summaries.
Guides through creating a new OpenCode-compatible agent with interactive interview, permission configuration, and validation.
Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomarker data, NMR/MS spectra, pathways, for metabolomic — from…
Load when working on member onboarding, retention strategies, feedback collection, NPS surveys, or improving the overall member journey.
Quantitative statistics framework for time-series analysis using Longbridge price data — ADF unit root test (stationarity), cointegration (Engle-Granger / Johansen), GARCH…
Use when user invokes /research command with any source — URL, GitHub repo, YouTube video, podcast, Reddit post, academic paper, documentation page, product site, local file, or…
Design effective reasoning processes for AI agents and optimize decision-making strategies. Use when designing agent prompts, improving decision quality, implementing specialized…
Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use. — from majiayu000/claude-skill-registry
Use when the user needs to choose, prioritize, or make a go/no-go decision among options. — from majiayu000/claude-skill-registry
Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic — from majiayu000/claude-skill-registry
Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns.
Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures.
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration.
Natural Language Processing utilities for PyTorch (Legacy). Includes tokenizers, vocabulary building, and DataPipe-based dataset handling for text processing pipelines.