Skill collection

majiayu000/claude-skill-registry

4,000 agent skills across 16 categories, read straight from the repository tree. The repo holds 21,156 SKILL.md files — 587 are the same skills republished elsewhere in the tree, and we count things rather than copies.

majiayu000github.com/majiayu000Profile →
4,000
Skills published
16
Categories
534
Stars on the repo
Tracked on the radar · 534★Repository facts and velocity →
AI & Agents · 639
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repomix-explorerUse this skill when the user wants to analyze or explore a codebase (remote repository or local repository)…rca-human-factorsHuman-factors root cause analysis for incidents involving operators, crews, clinicians, or any human actors.…CREATE_DEEP_RESEARCH_PROMPTGenerate a structured deep research prompt. USE WHEN the user needs to research a complex topic, market, or…ppw:literatureSearch academic literature via Semantic Scholar MCP, select papers interactively, and generate verified…debateStructured multi-perspective deliberation through adversarial dialoguedecay-scoringSistema de scoring temporal para nodes de conhecimento do corpus RAG. Calcula scores de obsolescencia baseado…writesdecision-framework-invokerTriggers for automatically invoking the decision-framework skill before irreversible or high-blast-radius…Deep AnalysisAdvanced problem-solving skill using sequential thinking. Use for complex architectural decisions, debugging…deep-reasoning-agentThree-stage Chain of Thought (CoT) analyzer for /deep-reasoning page. Performs comprehensive analysis in 3…
deep-researchdeep-researchdeep-researchdeep-researchdeep-researchdeep-researchdeep-research-teamdeep-researcherdeepsearch-servicedefects-reactionsregression-modelingdelta-derivationtext-analyzerdependency-checkerbmad-advanced-elicitationbuilding-agent-toolsDiagnose Research Agentdetect-trendsdf:list-objective-assumptionsdf:map-codebasedisbadiscover-codebase-enhancementsdistribution-searchdomain-modeler+ 606 more
Data & Analytics · 452
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retroBrutally honest engineering retrospective. Analyzes git history for what actually happened — not what people…Cost ObservabilityCost Observability is practice of extending traditional system observability (logs, metrics, traces) to…polymorphic-analytics-instantiationInstantiate polymorphic analytics for multi-context analysis.precip_analyze_aorcRetrieves and processes AORC precipitation data for HEC-RAS/HMS models. Handles spatial averaging over…research-ideationGenerate structured research questions, testable hypotheses, and empirical strategies from a topic or datasetwritescrypto-reportGet cryptocurrency market data. Get Binance AI analysis report. Get blockchain news updates.cs-health-scorecardBuild a customer health scorecard for a specific account. Use when asked to score account health, assess…curriculum-analyze-outcomesCalculate objective mastery rates, analyze performance distributions, identify achievement gaps, and generate…customer-researchUse this skill when conducting customer research - designing surveys, writing interview guides, performing…
cv-knowledge-queryprescriptive-analyticscwicr-value-engineeringbio-workflows-cytometry-pipelinebio-flow-cytometry-cytometry-qcdata-analysisdata-analysis-scidata-analysisdata-analysisdata-exploration-visualizationdata-explorationdata-fidelitydata-fidelitydata-flowdata-journalismdata-miningdata-profilerdata-researcherdata-scientistdata-sleuthdata-stats-analysisdata-story-outlinerdata-story-outlinerdata-storyteller+ 419 more
Code Review & Quality · 255
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review-paperComprehensive manuscript review covering argument structure, technical methodology, citation completeness…writesreview-paperComprehensive manuscript review covering argument structure, econometric specification, citation…writescost-optimization-reviewReview system costs and propose reductions. Use when a senior developer needs cost-saving recommendations.bio-rna-quantification-count-matrix-qcQuality control and exploration of RNA-seq count matrices before differential expression. Check for outliers…cre-due-diligenceCRE Due Diligence analysis suite — 7 specialist skills for multifamily property analysis including rent roll…reviewing-ai-papersAnalyze AI/ML technical content (papers, articles, blog posts) and extract actionable insights filtered…rca-classical-methodsClassical root cause analysis techniques for quality improvement and incident investigation. Covers 5 Whys…cre-legalCRE Legal review suite — 6 specialist skills for PSA review, title & survey analysis, estoppel tracking, loan…preprocess-debugDebug preprocessing pipeline failures. Guides through reading checkpoint files, checking step artifacts…
customer-discoveryprincipal-investigatord-inspectdaily-news-reportPostmortem AnalysisResearch Ideationresearch-reviewppw:reviewer-simulationpr-feedback-classifierpr-reportpr-review-analysisdecidedecision-criticdeep-brainstormingdeep-researchdeep-researchvibe-devil-advocate-reviewdevils-advocatedevils-advocatediagnosediff-analysisdiff-analysisproduct-review-analysisdiff-since-my-commit+ 222 more
Workflow & Productivity · 243
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complexity-analyzerAnalyzes task/feature complexity (1-10) and recommends subtask breakdown for planning and prioritization.…research-executorExecute research experiments using TDD methodology. Pops plans from .claude/plans/research_tasks/, implements…crow-reasonCritical reasoning and devil's advocate. Steelmans your position, then finds the cracks. Use when you need…daily-ai-workflow-analyzerAI深度分析语音记录，揭示行为模式、认知偏见和战略盲点。不只是数据汇总，而是直击本质的战略洞察和否定性指导。提取可沉淀的核心原则和工作偏好，构建个人工作模式知识库。research-pipelineUse when you need a complete research workflow from initial literature search to polished, fact-checked…ppw:experimentAnalyze experiment results and generate discussion paragraphs for academic papers. Two-phase workflow…debate-workflowStructured multi-perspective debate for important architectural decisions and complex trade-offsdeep-analysisDeep codebase exploration and synthesis using parallel task agents with dynamic planning. Use when asked for…deep-analysis-sequenzia-agent-alchemy-3Deep exploration and synthesis workflow using parallel task agents with dynamic planning and hub-and-spoke…
deep-analysisdeep-analysisthink-scrutinizedeep-analysisdeep-analysisdeep-analysisdeep-analysisdeep-analysisdeep-analysisdeep-researchdeep-researchdeep-researchdeeper-researchplot-structuredev-buddy-rcadev-exploreproduct-pairdiffdiligence-risk-burndowndiscover-solution-spacediscussdogpileproject-awarenessdrama-workflow+ 210 more
Backend & API · 212
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crypto-gold-monitor加密货币与贵金属价格监控 / Crypto & Precious Metals Price Monitor - 监控BTC/ETH实时价格、黄金(XAU)/白银(XAG)走势，免费API无需Keydarpa-opsQuery DARPA programs, opportunities, and BAAs. Searches RSS feeds and Grants.gov API for defense research…writesdeep-research-api-landscapeUse when building automated research systems. Official Deep Research APIs (OpenAI, Gemini, Perplexity) over…deep-researchOpenAIまたはGoogle Gemini Deep Research APIを使用して深層リサーチを実行する統合スキル。Subcommandアーキテクチャ（start/status/poll/result/list）…symfony:api-platform-state-providersUse when symfony api platform state providerswritesdetect-nodeinfoDetects whether a codebase implements the NodeInfo protocol endpoint. NodeInfo is a standard used by…detect-webfingerDetects whether a codebase implements the WebFinger protocol endpoint (RFC 7033). Use this skill whenever the…docs-searchSearches auto-generated codebase documentation for function signatures, API documentation, class definitions…writesdocs-searchPROACTIVELY search auto-generated documentation when receiving ANY user instruction. Search for function…writes
docs-seekerdocs-seekerck:docs-seekerck:docs-seekerdocs-seekeranthropic-apierror-reportlanggraph-graph-apiexa-cliexaexaexa-searchexa-searchexa-searchexa-toolsexplorerfatigue-analysisResearching Featuresfetch-github-trendingopenai-deep-researchopenai-docsopenai-docsopenai-docsfirecrawl+ 179 more
Security · 167
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political-scientist-analystAnalyzes events through political science lens using IR theory (Realism, Liberalism, Constructivism)…readiness-reportEvaluate how well a codebase supports autonomous AI development. Analyzes repositories across eight technical…researchResearch technical solutions, analyze architectures, gather requirements thoroughly. Use for technology…data-flow-auditDetect split data source anti-patterns and scattered business rule duplication where the same logic is…writesresearchResearch technical solutions, analyze architectures, gather requirements thoroughly. Use for technology…decision-quality-auditThis skill supports three modes: Create, Update, and Find.deep-analysisAnalytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance…writesdeliverability-health-checkAudit your email deliverability by analyzing bounce rates, open rate anomalies, and sending patterns across…devbooks-convergence-auditdevbooks-convergence-audit：以证据优先、声明存疑的原则评估 DevBooks…writes
developer-detectiveDevice Inspectiondk-agent-native-auditdk-loop-auditdocs-seekerdomain-authority-auditorenterprise-code-analyzeresper:auditapi-handlersection-reviewevidence-loggingexamples-auditexcel-auditorexhaustive-systems-analysisagent-compliance-auditorfact-checkingfair-checkfarm-auditfeed-dietgap-analysis-frameworkhidden-folder-auditi18n-content-auditvision-auditPython Backend Architecture Review+ 134 more
Design & Presentation · 151
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design-challengerEvaluate high-level protocol or system designs for overcomplication, then propose simpler, more structured…design-decision-framework多方案評估決策框架. Use for: (1) 面臨 3+ 技術方案時的結構化評估, (2) 架構決策時的系統化分析, (3) 防止衝動決策和技術債務累積create-research-briefTwo-phase research design and consolidation skill for multi-LLM optimized researchcurriculum-researchResearch subject matter, align to educational standards, map prerequisites, and recommend learning theories…prior-art-searchSearch patent databases and academic literature for prior art relevant to an invention. Use when user says…writesresearch-patternsResearch methodology and best practices for finding existing patternsprior-artDiscover how a codebase already handles a specific concern — search broadly, find every instance, and assess…bio-experimental-design-power-analysisCalculates statistical power and minimum sample sizes for RNA-seq, ATAC-seq, and other sequencing…design-of-experimentsExpert guidance for Design of Experiments (DOE) in Python - interactive goal-driven design selection…
design-practicedesign-practicedesign-researchdesign-solutiondesign-solutiondeep-researchdeep-researchdevils-advocateproject-analyzedisciplined-researchdiscoverydistillingsequential-thinkingproject-analysisproject-analyzeengineer-analystinitsexperimental-design-scifaers-multi-drug-soc-plannerpie-fluid-systemsform-analysissequential-thinkinghub-location-problemhypothesis-generation+ 118 more
Documentation · 138
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cre-industrialCRE Industrial analysis suite - 8 specialist skills for U.S. industrial acquisitions, covering market study…cre-underwritingCRE Underwriting analysis suite — 3 specialist skills for building pro formas, running sensitivity scenarios…create-adr-spikeCreate Architecture Decision Records (ADRs) and research spikes for technical decisions. Use when asked to…writesreadability-scorerCalculate readability scores (Flesch-Kincaid, Gunning Fog, SMOG) and grade levels for text. Analyze writing…reality-tv-narrative-analyzerAnalyze narrative structures, character arcs, and genre conventions in reality television for academic…critical-thinkingCritical thinking as philosophical practice. Covers the Socratic method (elenchus), argument identification…critique-docHardnosed critic for fact-find, plan-feature, and process/skill documents. Surfaces weak claims, missing…CSharpenerC# static analysis tool for call graphs, unused code detection, impact analysis, HTML documentation…Dark Matter AnalyzerAnalyze repositories to reveal unseen patterns, strategic drift, and organizational health. Use when…writes
Practitioner Research Skillddgs-searchdesign-jira-state-analyzerdecision-evalpre-work-researchdeep-analyzedeep-codebase-wikideep-researchdeep-researchplan-analysisdeep-researchplan-analysisplan-analysisdetailed-plot-analyzerprocess-mapperdetecting-driftdevbooks-voiddhdna-profilerdoc-navigatordocs-analyzerdocs-seekerdocs-seekerdocs-seekerdocs-seeker+ 105 more
DevOps & Cloud · 116
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cost-optimization-analyzerAnalyze cost optimization analyzer operations. Auto-activating skill for AWS Skills. Triggers on: cost…writesagent-factoryBootstrap new 33GOD ecosystem agents with standardized configuration. Use when creating new agents, spawning…agent-framework-azure-ai-pyBuild Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use…agent-framework-azure-ai-pyBuild persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.agent-framework-azure-ai-pyBuild Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use…agent-framework-azure-ai-pyBuild Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use…agent-frameworkCreate AI agents and workflows using Microsoft Agent Framework SDK. Supports single-agent and multi-agent…agents-v2-pyBuild container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when…agents-v2-pyBuild container-based Foundry Agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use…
agents-v2-pyagents-v2-pyaws-agentcoreaws-agentic-aiaws-agentic-aiaws-strands-agents-agentcoreaws-strandsgoogle-adk-pythonhosted-agents-v2-pyhosted-agents-v2-pykagentkagentiwarden-agent-buildermicrosoft-agent-frameworkaws-sdk-java-v2-bedrockaws-sdk-java-v2-dynamodbaws-sdk-java-v2-kmsaws-sdk-java-v2-lambdaaws-sdk-java-v2-messagingaws-sdk-java-v2-rdsaws-sdk-java-v2-s3aws-sigv4-req-builderazure-ai-contentsafety-pyazure-ai-contentsafety-py+ 83 more
Content & Marketing · 108
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critical-thinking-logical-reasoningCritical thinking and logical reasoning analysis skills for when you are explicitly asked to critically…dag-developmentDevelop causal diagrams (DAGs) from social-science research questions and literature, then render…reddit-scraperScrape and search Reddit posts using Apify. Use when you need to find Reddit discussions, track competitor…reddit-sentiment-analysisConduct comprehensive sentiment analysis of Reddit discussions for any product, brand, company, or topic.…deep-reading-analystComprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking…deep-researchUse this skill instead of WebSearch for ANY question requiring web research. Trigger on queries like "what is…developmental-psychologyLifespan development from prenatal through aging. Covers Piaget's stages of cognitive development…digestThis skill should be used when the user asks for "email digest", "daily digest", "email summary", "morning…digest-thisDigests any long, dense, or complex content — documents, PDFs, transcripts, long messages — into a short, low…
digestdora-checkdora-checkecommerce-competitor-analysisepistemologypestel-analysisessay-fact-checkerexaextract-wisdomfact-checkFeedback Integrationfetcherfetcherfirecrawl-scrapefirecrawlforum-researchgalaxy-query-generationgenerate-taxonomygoogle-trendsidentify-breaking-newsidentify-page-structureinformation-evaluationkey-takeawayskotler-macro-analyzer+ 75 more
Testing & QA · 96
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counterexample-explainerExplain why counterexamples violate specifications by analyzing formal specifications (temporal logic…analyze-projectUse when starting work on an unfamiliar project or needing to understand a codebase - performs comprehensive…creative-learningsDocument learnings from creative tests including patterns of what worked and what didn't, updating the…Reality TestingReality is the ultimate judge. Use when need to ground insights in experience, test if it actually works, or…critical-readingAnalytical evaluation of texts for argument quality, author purpose, bias, credibility, and rhetorical…critiqueAdversarial stress test of an idea. Find fatal flaws, hidden assumptions, dependencies, and failure modes.…cultural-researchUse this to autonomously populate Martinique_DB. Takes a cultural topic from the 6 CoT circles, runs a deep…Research Ladder (right-sized depth)A tiered approach to answering research questions with clear stop rules, evidence capture, and escalation to…data-validationQA an analysis before sharing with stakeholders — methodology checks, accuracy verification, and bias…
statistical-analysis-advisordev-exploredevil-advocatedevil-advocatedevils-advocatedomain-modelbio-de-edger-basicsagent-browserexplore-codebaseextracting-keywordsFirecrawlforecast-coverageforecast-premortemgauntlet-curategeo-researchagents-mdgrill-megtarsgtarshypothesis-generationhypothesis_generationin4-contra-logicinterviewinvestigate+ 63 more
Databases · 87
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polars-dovmedSearch 2.4M+ scientific papers from PubMed Central Open Access. **When to use:** - Literature reviews (e.g.…design-archivistLong-running design anthropologist that builds comprehensive visual databases from 500-1000 real-world…writescwicr-historical-costTrack and analyze historical cost data using CWICR. Compare actual vs estimated costs, build project cost…cwicr-resource-analyzerAnalyze construction resources (labor, materials, equipment) from DDC CWICR database. Calculate resource…researchRead-only external knowledge gathering via ODIN's 5-tier doc ladder (Official docs → API refs → Books/papers…database-lookupSearch 78 public scientific, biomedical, materials science, and economic databases via their REST APIs and…ddia-systemsDesign data systems by understanding storage engines, replication, partitioning, transactions, and…bio-entrez-linkFind cross-references between NCBI databases using Biopython Bio.Entrez. Use when navigating from genes to…pubmed-databaseDirect REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation…
pubmed-databaseextracting-filemaker-business-logicfile-analysisfirecrawl-scraperfoldseekfrontend-backend-mapperggetAI Maestro Code Graph Queryhmdb-databaseinformation-literacybio-pathway-kegg-pathwayslgps-scheme-amendment-analyzerln-645-open-source-replacerln-645-open-source-replacerln-645-open-source-replacerlongbridge-etf-flowlotus-analyze-nsf-structuremcp-spec-checkermcp-spec-checkerbio-metabolomics-metabolite-annotationomia-databaseopenalexorphan-analysispdb+ 54 more
Business & Finance · 72
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Cost Observability and MonitoringTechniques for gaining visibility into cloud spending, attributing costs to business units, and detecting…creating-financial-modelsThis skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo…cwicr-bid-analyzerAnalyze contractor bids against CWICR benchmarks. Identify pricing anomalies, compare bid components, and…pricing-equity-optionsStructures equity option pricing with Black-Scholes, binomial models, and implied volatility analysis. Use…pricing-researchPricing Research is a sophisticated analytical skill designed to systematically investigate price-related…cwicr-subcontractorAnalyze and compare subcontractor bids against CWICR benchmarks. Evaluate pricing, identify outliers, and…portfolio-strategy-advisorExpert in portfolio-level lease analysis and renewal prioritization. Use when analyzing lease rollover…dcf-valuationdescription: DCF valuation methodology — WACC, terminal value, sensitivitydecomposing-complex-problemsDeconstructs complex problems using the 'Polymath Investor' framework with a 5-step cognitive chain (First…
detect-us-equity-valuation-percentile-extremedev-swarm-market-researcheconomist-analysteconomistevo-market-researchadvisor-triggersfaion-product-researchfaion-researcherfinancefinancefinancial-analystfinancial-deep-researchfinancial-model-architectweb-search-advanced-financial-reportfinancial_researchforecast-scenariosime-report-analysisinstitutional-agentlongbridge-consensuslongbridge-factor-screenlongbridge-fundamentallongbridge-insresearchlongbridge-investment-ideaslongbridge-investors+ 39 more
Frontend · 36
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deep-analyzeTiefenanalyse eines Problems gemäß der OBERSTEN DIREKTIVE. Verfolgt den vollständigen Datenfluss…deep-explainプロジェクト内/外部対象に対する構造化された深層分析を提供する読み取り専用ユーティリティスキル。 スキル、機能、OSS、ライブラリ、技術コンセプトなど「これは何？」に対する一貫した回答を提供する。 例: -…detect-competing-systemsComprehensive detection of competing and conflicting systems in Vue 3 + TypeScript + Pinia projects.…devdocs-insightsCollect improvement insights from UI/UX reviews, document research, or external references, convert confirmed…writesdk-breadcrumb-creatorTraces a workflow end-to-end through the harness-kit monorepo and creates a breadcrumb analysis doc in…writeschainlitExpert guidance for building conversational AI applications with Chainlit framework in Python. Use when (1)…log-analysis-toolsFast log file analysis with lnav, multi-framework support (Laravel, CodeIgniter, React, Next.js), automatic…orchardcore-ai-chatSkill for configuring AI Chat in Orchard Core using the CrestApps AI Chat module. Covers chat profiles, admin…loves-edge-detectorDetect where love (kappa_i, the imaginary component) interfaces with structure (kappa_r, the real component).…
mapping-featuresmapping-webapplangchain-agents-anton-abyzov-specweaveagent-builder-vercel-sdkadk-agent-builderagent-canvasagent-eyesagent-loopsagentic-workflowsautonomous-agentsautonomous-agentscreate-agent-command-skilllangchain-agentslangchain-react-agentlanggraphcareercopilot-agent-scaffolderBackend APIbknd-serve-filesui-detectorvisionvision-expertanalyze-architectureanalyzing-frontend-layerarchitecture-review+ 3 more
Media & Video · 15
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cellcog#1 on DeepResearch Bench (Feb 2026). Any-to-Any AI for agents. Combines deep reasoning with all modalities…news-collector-agentCollects daily hot stock market issues and top movers for MeowStreet Wars video production. Identifies…quantum-musicQuantum computer music composition and performance using quantum circuits, ZX-calculus notation, and quantum…transformersThis skill should be used when working with pre-trained transformer models for natural language processing…senior-computer-visionWorld-class computer vision skill for image/video processing, object detection, segmentation, and visual AI…speech-pathology-aiExpert speech-language pathologist specializing in AI-powered speech therapy, phoneme analysis, articulation…writesspeech-pathology-aiExpert speech-language pathologist specializing in AI-powered speech therapy, phoneme analysis, articulation…writestransformersHugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer…video-upscaleUpscale and restore video in ComfyUI — both the quick local path (per-frame ESRGAN like 4x_foolhardy_Remacri…
wedding-immortalistanalyze-videoaudio-analyzeraudio-directionbio-clip-seq-clip-alignmentbio-workflows-clip-pipeline
Other · 1213
retention-analysisCohort analysis and retention optimization framework. Identifies retention drivers and churn factors.cost-analysisBreak down costs by category (fulfillment, payment, marketplace)cost-density-net-rr-calculator計算交易成本對風險報酬比的非線性衰減影響。將固定佣金與點差整合為「成本密度」指標，揭示停損大小與策略效率的雙曲線關係，識別「獲利事件視界」閾值。cost-explainExplain all costs in human terms. Always compare with real-world equivalents. Recommend cheapest that works.couple-weekly-reportGenerate weekly relationship health report showing affect ratios and repair rates for both partners across 3…polytrackerPrediction market monitoring and sentiment analysis for Polymarket, Manifold, and other platforms. Track…research-captureCaptures research insights, decisions, and learnings during development. Use after completing spikes, making…cre-financingCRE Financing analysis suite — 3 specialist skills for lender identification, quote comparison, and term…reporting-chest-radiographsStructures systematic chest X-ray interpretation with standardized reporting and critical findings…
create-postmortemportfoliocreate-tech-radarreasoning-abductivecrisis-detectorcritical-argumentationcritical-perspectivecritical-process-briefcritiquecross-border-flow-trackercross-disciplinary-bridge-findercross-source-fact-verificationcrypto-reportcrypto-ta-analyzerct-alpharfp-evaluatecurriculum-grade-assistcustomer-briefcustomer-feedback-analyzercwicr-comparison-toolrisk-metrics-calculationprimecynefin-classifiercynefin-classifier+ 1,180 more
About this collection
How many skills does majiayu000/claude-skill-registry publish?

4,000 that pass our gate — each has a real description and a SKILL.md we could read. The repository actually contains 21,156 SKILL.md files, but 587 of them are the same skills republished in other folders, so we count things rather than copies.

How do I install one?

Every skill page carries its own command — `npx skills add majiayu000/claude-skill-registry --skill <name> --agent claude-code`. Swap the agent for codex, cursor or copilot.

Are these skills able to change my files?

551 of them declare write access (Bash, Write or Edit) in their allowed-tools. That is the author's own declaration, shown on each skill page — worth reading before you install something that can modify a project.

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