Checks outdated packages, unused deps, reinvented wheels, CVE/CVSS vulnerability scan. Use when auditing dependencies. — from majiayu000/claude-skill-registry
LangChain & AI Agent Frameworks expert. Covers LCEL chains, ReAct/Plan-and-Execute/Multi-Agent architectures, tool calling, memory systems, LangGraph, CrewAI, prompt engineering,…
当需要抓取 Trustpilot 评论、分析评分分布、提炼正负面主题、生成竞品口碑洞察或为广告与转化文案提供评论情报时使用。适用于“抓某品牌 Trustpilot 评论”“分析差评主题”“导出评论 CSV/JSON”“做口碑竞品研究”等场景，脚本位于 `scripts/tpscraper.js`。
Computational text analysis for sociology research using R or Python. Guides you through topic models, sentiment analysis, classification, and embeddings with systematic…
Guide for Anthropic Python/TypeScript SDK usage including messages API, streaming, prompt caching, batches, token counting, and error handling.
Expert research analyst specializing in comprehensive information gathering, synthesis, and insight generation.
Author monitoring resources: PrometheusRules, ServiceMonitors, PodMonitors, AlertmanagerConfig, Silence CRs, and canary-checker health checks.
Execute high-density analysis on complex ideas/tasks. Move from 'Vague' to 'Verified' by producing: constraints -> core modules -> facts vs assumptions -> ASCII flow maps — from…
Review LLM workflow step prompts for known failure modes (silent ignoring, negation fragility, scope creep, etc).
Create, edit, or review justfiles for the just command runner. Use when adding or modifying recipes, parameters, dependencies, settings, attributes, aliases, or shebang scripts;…
Cross-model context handoff via Japanese semantic compression with negentropic coherence validation. Creates portable carry-packets that transfer cognitive state between AI…
A tool for rigorous academic research using Semantic Scholar and ArXiv. Focuses on finding highly-cited papers, retrieving abstracts, and following citation trails to und — from…
Use when the user asks Codex to recall prior project context, save durable decisions or bug fixes, inspect remem memory health, or activate remem automatic memory hooks from the…
[UDS] Reverse engineer code to Specs, BDD, or TDD coverage
Vibecode brand design system with colors, typography, spacing, and component guidelines. Use when designing UI, styling components, or ensuring brand consistency in the Vibecode…
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)…
Use when building RAG systems, vector databases, or knowledge-grounded AI applications requiring semantic search, document retrieval, or context augmentation.
Visualize copy number profiles, segments, and compare across samples. Create publication-quality plots of CNV data from CNVkit, GATK, or other callers.
Universal scientific thinking framework for rigorous inquiry across all domains - from engineering and data analysis to social sciences, humanities, arts, and human behav — from…
Génère des mappers bidirectionnels entre Domain Entities et Prisma Models pour l'isolation de la couche persistence.
Build production-ready classification and regression models with hyperparameter tuning
Map query single-cell datasets to high-quality reference atlases using Seurat's reference mapping workflow.
Asset allocation and portfolio optimisation via Longbridge — efficient frontier (MPT), Black-Litterman model overview, risk parity / risk budgeting, all-weather strategy, and…
Query myvariant.info API for aggregated variant annotations from multiple databases (ClinVar, gnomAD, dbSNP, COSMIC, etc.) in a single request.
Identify orphan earthquakes far from mapped faults that indicate unmapped active structures. Use when analyzing microseismicity, finding dark earthquake source faults, or…
Implement adaptive learning with ReasoningBank for pattern recognition, strategy optimization, and continuous improvement.
Refactor code to improve maintainability by consolidating redundant logic and applying DRY principles
Evaluate Mycelium's own process effectiveness. Measures cycle velocity, discard trends, confidence calibration, gate effectiveness, regression rate.
Run and analyze Newman (Postman CLI) tests. Use when running API tests, validating Postman collections, testing HTTP endpoints, or when user mentions Newman, Postman tests, API…
Create interactive terminal prompts using questionary for user input. Use when building forms, selection menus, and confirmation dialogs.
Differential abundance and state analysis for cytometry data. Compare cell populations between conditions using statistical methods.
Detect m6A modifications from Oxford Nanopore direct RNA sequencing using m6Anet. Use when analyzing epitranscriptomic modifications from long-read RNA data without immun — from…
Badiou-inspired possible world navigation using triangle inequality constraints, event ontology, and truth procedures for traversing mathematical possibility space.
Fast ticker analysis for /analysis page. Provides quick BUY/SELL/HOLD recommendations based on technical indicators, recent news, and basic fundamentals within seconds.
Run company research using Primr. Use when the user asks to research, analyze, or investigate a company, or provides a company URL.
Focused task execution for persistent team workers. Use when implementing features, following scope constraints, using TDD red-green-refactor, validating with browser/API/unit…
Analyze messy and unstructured Excel files to identify data quality issues, detect format inconsistencies, find missing values, and generate comprehensive analysis report — from…
Checks layer boundary violations, transaction boundaries, session ownership, cross-layer consistency. Use when auditing architecture layers. — from majiayu000/claude-skill-registry
Monitor competitor content across blogs, LinkedIn, and Twitter/X on a recurring basis. Surfaces new posts, trending topics, and content gaps you can own.
Coding specialist for COMAP MCM/ICM Problem C (C题数据处理与建模落地). Use when you need to implement reproducible data pipelines, feature engineering, model training/validation, bootstrap…
Brownian Ratchet progress gates for RPI workflow. Check, record, verify. Triggers: "check gate", "verify progress", "ratchet status".
Configure nginx and Traefik as reverse proxies. Implement SSL termination and routing. Use when setting up application gateways.
Load, convert, and manipulate Hi-C contact matrices using cooler format. Read .cool/.mcool files, convert from .hic format, access matrix data, and export to different fo — from…
Factor research framework for evaluating single-factor effectiveness across A-shares, HK, and US stocks — information coefficient (IC), information ratio (IR), decile portfolio…
Tax-loss harvesting via Longbridge — identify unrealised-loss positions in the account, evaluate tax benefit of realising losses, suggest substitute securities to maintain market…
Expert guidance for Design of Experiments (DOE) in Python - interactive goal-driven design selection, classical DOE (factorial, response surface, screening), Bayesian optimization…
Post a weekly Duo Copilot performance report to a Slack channel, covering activity metrics for the current week and outcome/performance metrics over a 30-day rolling window.
Classify tasks (type/domain), estimate complexity/iterations, recommend specialists from feedback themes — from majiayu000/claude-skill-registry
Execute approved sprint plans with test-driven development, continuous linting, progress tracking, and pause points.
Gezielte Anpassung des Arbeitsrechts-Praxisprofils – Standort-Fußabdruck, Risikoeinstellung, Eskalationskontakte, Einstellungsregeln, Kündigungsregeln, Handbuchpositionen — from…
Main business composition and operating data — revenue breakdown by segment, gross margin by business line, and operating metrics (ROE / ROA / ROIC / working capital turnover).
Provides comprehensive guidance for Tauri framework including Rust backend, frontend integration, window management, and desktop app development.
Review and design SaaS/product marketing sites and frontend interfaces end-to-end: clarify value, fix hierarchy, and implement distinctive, production-grade UI that avoids generic…
Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, and visualizati — from…
Next.js App RouterでのServer Components / Server Actions / Route Handlers等の使い分けガイド。「Server ComponentとClient Componentの違い」「Server Actionsの使い方」「revalidatePath/revalidateTagの違 — from…
Neues Transaktionsmandat strukturiert aufnehmen aus E-Mail, Teaser, NDA, Term Sheet, Teams-Message oder DR-Einladung.
Access 100+ AI models via OpenRouter. Route between providers, manage costs, and use fallbacks. Use for multi-model AI applications, cost optimization, and LLM provider…
Automatically designs, initializes, implements, validates, and packages new skills from a single high-level request.
Navigate the veterinary textbook landscape with authority rankings. Know which textbooks are definitive for which topics.
Statusfeststellung für eine geplante Beschäftigung – Abgrenzung Arbeitnehmer/Selbständiger nach § 611a BGB, Scheinselbständigkeit, Clearingverfahren § 7a SGB IV, AÜG-Abgr — from…