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Claude Skills by majiayu000
github.com/majiayu00015,497 skills907 installs34,333 views
- Ask Nammdev Goads Coss 2Answer technical and architectural questions with expert consultation.Votes: 0GitHub stars: 666
- Ask Nammdev Goads CossAnswer technical and architectural questions with expert consultation.Votes: 0GitHub stars: 666
- Backlink Analyzer Aaron He Zhu Seo Geo Claude SkillUse when analyzing backlink profiles, link authority, toxic links, link-building opportunities, or competitor link gaps. 外链分析/反向链接Votes: 0GitHub stars: 666
- BasecallingConvert raw Nanopore signal data (FAST5/POD5) to nucleotide sequences using Dorado basecaller. Covers model selection, GPU acceleration, modified base detection, and quality filtering. Use when processing raw Nanopore data before alignment. Note: Guppy is deprecated; use Dorado for all new analyses.Votes: 0GitHub stars: 666
- Batch AnalysisGuide for multi-experiment batch operations: QC screening, batch download, comparison, and report generation across many ENCODE experiments simultaneously. Use when users need to process 5+ experiments together, create experiment comparison tables, perform batch quality checks, or generate summary reports. Trigger on: batch analysis, multiple experiments, bulk processing, experiment comparison, batch QC, multi-sample, batch download, experiment table, summary report, collection analysis.Votes: 0GitHub stars: 666
- Problem ComprehensionSystematic comprehension of a problem before any solving attempt. Covers restating the problem, identifying knowns, unknowns, constraints, and goal, recognizing problem type (well-defined, ill-defined, optimization, decision, puzzle), and decomposing large problems into tractable sub-problems. Use at the start of any problem-solving session to avoid solving the wrong problem.Votes: 0GitHub stars: 666
- Problem Solving Darthlinuxer Agentic Skills 3Apply systematic problem-solving techniques for complexity spirals (simplificationVotes: 0GitHub stars: 666
- Problem Solving Duc01226 Easyplatform[Utilities] Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), and scale uncertainty (scale game). Triggers: problem-solving, structured thinking, decision framework, simplification cascade, collision-zone thinking, meta-pattern, inversion exercise, scale game.Votes: 0GitHub stars: 666
- Problem Solving Nammdev Goads CossApply systematic problem-solving techniques when stuck. Use for complexity spirals, innovation blocks, recurring patterns, assumption constraints, simplification cascades, scale uncertainty.Votes: 0GitHub stars: 666
- Problem Solving Samhvw8 Dotfiles E0b00be8Systematic problem-solving techniques for stuck-ness. Techniques: simplification cascade (complexity spirals), collision-zone thinking (innovation blocks), meta-pattern recognition (recurring issues), inversion exercise (assumption constraints), scale game (uncertainty). Actions: simplify, analyze, recognize patterns, invert assumptions, scale thinking. Keywords: problem solving, complexity spiral, innovation block, stuck, simplification, meta-pattern, assumption inversion, scale uncertainty,...Votes: 0GitHub stars: 666
- Product Appeal AnalyzerEvaluate product desirability, market positioning, and emotional resonance—the complement to friction analysis. Assess whether users will WANT a product (not just use it), identity fit, trust signals, and value proposition clarity. Activate on "will they like it", "market positioning", "appeal analysis", "product desirability", "value proposition", "why would someone choose this", "landing page review", "conversion optimization", "messaging strategy". NOT for UX friction analysis (use ux-fric...Votes: 0GitHub stars: 666
- Project AnalyzeMulti-phase iterative project analysis with Mermaid diagrams. Generates architecture reports, design reports, method analysis reports. Use when analyzing codebases, understanding project structure, reviewing architecture, exploring design patterns, or documenting system components. Triggers on "analyze project", "architecture report", "design analysis", "code structure", "system overview".Votes: 0GitHub stars: 666
- Project Analyzerプロジェクト状況を網羅的にチェックし、追加すべき機能や改善すべき点を洗い出すスキル。PRD/設計/実装の整合性チェック、機能ギャップ分析、改善提案レポートを出力。「プロジェクトを分析して」「ギャップ分析をして」「コードレビューして」などのリクエストに使用。実装は行わず分析と提案のみ。Votes: 0GitHub stars: 666
- Proof TechniquesProof writing and verification techniques for mathematical reasoning. Covers 13 proof strategies with canonical worked examples — direct, contrapositive, contradiction, cases, WLOG, vacuous/trivial, biconditional, counterexample, existence (constructive and non-constructive), uniqueness, induction (weak, strong, structural), pigeonhole/double-counting, and diagonal argument/invariants. Use when writing, verifying, or selecting proof strategies for any mathematical claim.Votes: 0GitHub stars: 666
- Proof Theory Namesreallyblank ClorchProblem-solving strategies for proof theory in mathematical logicVotes: 0GitHub stars: 666
- Pubmed Systematic SearchComprehensive systematic search using MeSH and synonyms. Triggers: 系統性搜尋, 完整搜尋, 文獻回顧, systematic search, comprehensive, MeSH expansion, 同義詞Votes: 0GitHub stars: 666
- R Analyst Nealcaren Sociology Analysis A 2R statistical analysis for publication-ready sociology research. Guides you through phased workflows for DiD, IV, matching, panel methods, and more. Use when doing quantitative analysis in R for academic papers.Votes: 0GitHub stars: 666
- R Expert Personamanagmentlaye PclExpert-level R statistical computing, data analysis, and visualizationVotes: 0GitHub stars: 666
- Rca Causal InferenceMathematical foundations of root cause analysis using Judea Pearl's Structural Causal Models (SCMs), do-calculus, counterfactual reasoning, Bayesian networks for fault diagnosis, graph-theoretic centrality for fault localization, information-theoretic methods (transfer entropy, mutual information), and Granger causality. Use when the incident involves quantifiable observational data, when you need to distinguish correlation from causation, when you want to compute "what would have happened if...Votes: 0GitHub stars: 666
- Rca Classical MethodsClassical root cause analysis techniques for quality improvement and incident investigation. Covers 5 Whys (with Card's 2017 critique and boundary conditions), Ishikawa/fishbone diagrams, Fault Tree Analysis (FTA), Failure Modes and Effects Analysis (FMEA), Cause Mapping, and Doggett's method-selection framework. Use when investigating a failure, running a post-incident analysis, building a fishbone, calculating fault tree cut sets, running an FMEA pass, or deciding which classical technique ...Votes: 0GitHub stars: 666
- Rca Human FactorsHuman-factors root cause analysis for incidents involving operators, crews, clinicians, or any human actors. Covers James Reason's Swiss Cheese Model and active/latent failure taxonomy, HFACS (Human Factors Analysis and Classification System), Just Culture algorithm (Marx/GAIN), Crew Resource Management (CRM) findings, and high-reliability organization (HRO) principles. Use when investigating incidents in aviation, healthcare, nuclear operations, emergency response, or any context where "oper...Votes: 0GitHub stars: 666
- Rca Systems TheoreticSystems-theoretic approaches to root cause analysis for complex socio-technical systems where linear causal chains fail. Covers Nancy Leveson's STAMP (Systems-Theoretic Accident Model and Process), STPA (System-Theoretic Process Analysis) for hazard analysis, CAST (Causal Analysis based on STAMP) for post-incident investigation, Rasmussen's risk-management framework and dynamic safety model, Hollnagel's FRAM (Functional Resonance Analysis Method), and AcciMap. Use when investigating incidents...Votes: 0GitHub stars: 666
- Reactome Pathways Gptomics Bioskills A5321370Reactome pathway enrichment using ReactomePA package. Use when analyzing gene lists against Reactome's curated peer-reviewed pathway database. Performs over-representation analysis and GSEA with visualization and pathway hierarchy exploration.Votes: 0GitHub stars: 666
- Read Arxiv Paper Karpathy NanochatUse this skill when when asked to read an arxiv paper given an arxiv URLVotes: 0GitHub stars: 666
- Read Inspect Eval Tbroadley Dotfiles 6032d6f5Read and analyze Inspect AI evaluation log files using the Python API. Extract samples, messages, events, and metrics from .eval files.Votes: 0GitHub stars: 666
- Reddit Research Xpozpublic Xpoz Agent SkillsSearch and analyze Reddit discussions for market research, product feedback, and community insights using Xpoz. Use when asked to "search Reddit", "what does Reddit think about X", "Reddit feedback on X", "subreddit analysis", or "Reddit market research".Votes: 0GitHub stars: 666
- Reddit Sentiment AnalysisConduct comprehensive sentiment analysis of Reddit discussions for any product, brand, company, or topic. Analyzes what people like, dislike, and wish were different with structured output summaries.Votes: 0GitHub stars: 666
- Regression ModelingBuild predictive models using linear regression, polynomial regression, and regularized regression for continuous prediction, trend forecasting, and relationship quantificationVotes: 0GitHub stars: 666
- Research BrainstormerTransform research ideas into actionable experiments with hypotheses, iteration rewards, and completion criteria. Use when brainstorming experiments, designing research plans, converting vague ideas into structured plans, or needing fast feedback signals for implementation. Triggers on phrases like "brainstorm experiments", "design an experiment", "what should I test", "turn this idea into an experiment", or "help me plan research".Votes: 0GitHub stars: 666
- Research Captain Corgi Marketplace WebsiteUse when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.Votes: 0GitHub stars: 666
- Research Sourman Dev Mianix UserscriptUse when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.Votes: 0GitHub stars: 666
- Risk Portfolio Manager Dreamineering Meme Times 2AI-powered portfolio risk management and optimization. Use when sizing positions, managing portfolio allocation, calculating risk metrics (VaR, Sharpe), rebalancing, or implementing defensive strategies. Covers: position sizing, correlation analysis, drawdown management, dynamic rebalancing, kill switches.Votes: 0GitHub stars: 666
- ScrnametaboliclandscapeComprehensive metabolic landscape analysis pipeline for scRNA-seq data. This is an all-in-one process group performing complete metabolic pathway analysis including expression imputation, feature selection, pathway activity calculation, and heterogeneity analysis. Based on methodology from Xiao et al.Votes: 0GitHub stars: 666
- Sequential Thinking Nammdev Goads CossApply step-by-step analysis for complex problems with revision capability. Use for multi-step reasoning, hypothesis verification, adaptive planning, problem decomposition, course correction.Votes: 0GitHub stars: 666
- Session Analyzer Arbgjr Satra 3Analisa sessoes do Claude Code para extrair learnings e persistir conhecimento. Le arquivos de sessao em ~/.claude/projects/ e extrai decisoes, bloqueios e resolucoes. Invocado automaticamente pelo gate-check e orchestrator. Use quando: fim de fase, retrospectiva, analise de progresso.Votes: 0GitHub stars: 666
- Session Replay Rysweet Azlin Fa97c97eAnalyze claude-trace JSONL files for session health, patterns, and actionable insights. Use when debugging session issues, understanding token usage, or identifying failure patterns.Votes: 0GitHub stars: 666
- Seuratclusterstats Pwwang Immunopipe 2Generates comprehensive cluster statistics and visualizations for Seurat objects, including dimension reduction plots, gene expression visualizations, cluster quality metrics, and clustree diagrams. This process is essential for exploring and validating clustering results.Votes: 0GitHub stars: 666
- Skill Model Checker Benbrastmckie Modelchecker 3Research and develop semantic theories using ModelChecker with Z3 SMT solver. Define operators, adjust frame constraints, create examples, run tests, and report findings. Invoke with /mc or when working with model-checker, semantic theories, or Z3 constraints.Votes: 0GitHub stars: 666
- Skill Python ResearchResearch Python/Z3 patterns and APIs for semantic theory development. Invoke for Python-language research tasks.Votes: 0GitHub stars: 666
- Social Sentiment AnalyzerAnalyze brand or topic sentiment across Twitter, Reddit, and Instagram using Xpoz. Classifies posts as positive/neutral/negative, extracts recurring themes, and generates a sentiment report. Use when asked for "sentiment analysis", "what are people saying about X", "brand sentiment", or "social media opinion on X".Votes: 0GitHub stars: 666
- Statistical Analysis Gptomics BioskillsStatistical analysis for metabolomics data. Covers univariate testing, multivariate methods (PCA, PLS-DA), and biomarker discovery. Use when identifying differentially abundant metabolites or building classification models.Votes: 0GitHub stars: 666
- Statistical AnalyzerPerform statistical hypothesis testing, regression analysis, ANOVA, and t-tests with plain-English interpretations and visualizations.Votes: 0GitHub stars: 666
- Statistical ComputingComputational tools and algorithms for statistical analysis. Covers simulation, resampling methods (bootstrap, permutation tests), Monte Carlo methods, random number generation, numerical optimization (Newton-Raphson, EM algorithm), cross-validation, and reproducible analysis workflows. Emphasizes the bootstrap revolution and the shift from formula-based to computation-based inference. Use when implementing statistical procedures, running simulations, bootstrapping confidence intervals, perfo...Votes: 0GitHub stars: 666
- Statistical ModelingRegression analysis, ANOVA, generalized linear models, Bayesian methods, and model selection. Covers the full modeling workflow from problem formulation through diagnostics -- linear regression, logistic regression, Poisson regression, mixed-effects models, prior specification, posterior inference, AIC/BIC comparison, cross-validation for model selection, and assumption checking. Use when fitting models, testing hypotheses, or selecting among competing statistical explanations.Votes: 0GitHub stars: 666
- Stellar SpectroscopyStellar spectral analysis from first light to chemical abundance. Covers continuum emission and absorption, the OBAFGKM classification sequence, luminosity classes, line identification, Doppler shifts, curve-of-growth abundance analysis, and the astrophysical conclusions that follow from a spectrum. Use when classifying a star, measuring radial velocity, inferring composition or temperature, or teaching why the Sun is mostly hydrogen.Votes: 0GitHub stars: 666
- Stress TestingStress-test plans, proposals, and strategies. Use for pre-mortems, assumption audits, risk registers, evaluating business ideas, identifying failure modes, or when you need devil's advocate analysis before committing resources.Votes: 0GitHub stars: 666
- Structural Failure AnalysisDiagnosis of why structural materials fail — ductile overload, brittle cleavage, fatigue, creep, stress-corrosion cracking, hydrogen embrittlement, and corrosion. Covers Griffith fracture mechanics, the ductile-to-brittle transition, the S-N and Paris fatigue frameworks, fractographic interpretation, and the J.E. Gordon view that strength, stiffness, and toughness are distinct properties that must be understood together to prevent collapse.Votes: 0GitHub stars: 666
- Student Activity Analysis Nibzard 2025 Intro SweAnalyze student git activity, lab submissions, and project work for software engineering courses. Use when asked to "update student analysis", "check student activity", "analyze the class", or when working with student rosters and git repositories. Handles inconsistencies in student behavior like multiple usernames, name variations, and missing data.Votes: 0GitHub stars: 666
- Taxonomic ClassificationNaming and classifying organisms through binomial nomenclature, the Linnaean hierarchy, type specimens, and the rules governing taxonomic authority and revision. Covers the structure of a scientific name, the ranks from domain to subspecies, the codes (ICZN, ICN, ICNP), and the modern phylogenetic refinements that reshape the classical system. Use when the task is to place a known organism in its formal hierarchy or to reason about how names change over time.Votes: 0GitHub stars: 666
- Taxonomy Assignment Gptomics Bioskills 2407c71aTaxonomic classification of ASVs using reference databases like SILVA, GTDB, or UNITE. Covers naive Bayes classifiers (DADA2, IDTAXA) and exact matching approaches. Use when assigning taxonomy to ASVs after DADA2 amplicon processing.Votes: 0GitHub stars: 666