Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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requesting-code-review
Use when completing tasks, implementing major features, or before merging to verify work meets requirements - dispatches superpowers:code-reviewer subagent to review implementation against plan or requirements before proceeding
majiayu000/claude-skill-registry 163
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app-store-changelog
Generate user-facing App Store release notes from git history since the last tag.
majiayu000/claude-skill-registry 163
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multi-review
This skill should be used when the user wants a comprehensive code review using multiple specialized reviewers in parallel. Invoked with /multi-review or when user asks for 'thorough review', 'full code review', or 'review from multiple perspectives'.
majiayu000/claude-skill-registry 163
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animate
Review a feature and enhance it with purposeful animations, micro-interactions, and motion effects that improve usability and delight. Use when the user mentions adding animation, transitions, micro-interactions, motion design, hover effects, or making the UI feel more alive.
majiayu000/claude-skill-registry 163
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docs
Atualiza documentação do projeto incluindo README, IMPLEMENTATION e CHANGELOG. Use quando precisar gerar ou atualizar documentação técnica, changelogs, ou documentação de API.
majiayu000/claude-skill-registry 163
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file-provider
Guidance for Microsoft.Extensions.FileProviders abstraction layer. USE FOR: abstracting file access over physical files, embedded resources, and composite sources, watching for file changes, serving static content, testable file access, configuration file providers. DO NOT USE FOR: high-throughput binary I/O (use System.IO directly), file upload handling (use ASP.NET form files), database-backed storage, cloud blob storage (use Azure SDK).
majiayu000/claude-skill-registry 163
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paper-slides
Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script. Use when user says "做PPT", "做幻灯片", "make slides", "conference talk", "presentation slides", "生成slides", "写演讲稿", or wants beamer slides for a conference talk.
majiayu000/claude-skill-registry 163
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hugging-face-evaluation-manager
Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations with vLLM/lighteval. Works with the model-index metadata format.
majiayu000/claude-skill-registry 163
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summarize-interview
Summarize a customer interview transcript into a structured template with JTBD, satisfaction signals, and action items. Use when processing interview recordings or transcripts, synthesizing discovery interviews, or creating interview summaries.
majiayu000/claude-skill-registry 163
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content
Generate posts, essays and images following brand guidelines. Use for tweets, essays, Telegram posts, and image generation. Load identity from ~/CybosVault/private/context/identity.md.
majiayu000/claude-skill-registry 163
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new-pipeline
Scaffold a new BioETL provider/entity pipeline with configs, transformer registration, and baseline verification checks.
majiayu000/claude-skill-registry 163
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next-step
Analyzes album state and recommends the optimal next action. Use when the user asks "what should I do next?" or "what's left to do?"
majiayu000/claude-skill-registry 163
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visualization-best-practices
Review chart choice, labeling, accessibility, and storytelling quality for existing visualizations.
Use as an explicit/manual helper for critique and cleanup, not as the main owner for scientific figure production or general chart generation.
majiayu000/claude-skill-registry 163
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jwt
JSON Web Tokens for secure transmission. Use for authentication.
majiayu000/claude-skill-registry 163
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modal-serverless-gpu
Serverless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying ML models as APIs, or running batch jobs with automatic scaling.
majiayu000/claude-skill-registry 163
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mobile-security-coder
Expert in secure mobile coding practices specializing in input validation, WebView security, and mobile-specific security patterns. Use PROACTIVELY for mobile security implementations or mobile security code reviews.
majiayu000/claude-skill-registry 163
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physical-geography
Earth systems science covering plate tectonics, landforms, erosion, biomes, hydrosphere, atmospheric circulation, and the interactions among lithosphere, hydrosphere, atmosphere, and biosphere. Provides frameworks for analyzing how physical processes shape landscapes over geological and human timescales. Use when reasoning about landforms, natural hazards, climate patterns, ocean currents, biogeography, or any question about how Earth's physical systems operate and interact.
majiayu000/claude-skill-registry 163
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statistical-analysis
Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA reporting, for academic research.
majiayu000/claude-skill-registry 163
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qbr-deck-builder
Pull customer usage highlights, support history, feature adoption, NPS/CSAT data, and ROI metrics into a structured QBR deck outline with slide-by-slide content. Outputs markdown slide content ready for HTML slides or Google Slides. Designed for CS teams at seed/Series A who run QBRs but don't have time to build decks from scratch.
majiayu000/claude-skill-registry 163
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02-meta-skill-forge-150
[02] META. Create new skills when existing ones don't cover the task. Analyze unique requirements, build framework (Frame → Research → Plan → Execute), integrate risks, and declare new skill. Use when facing novel problems that existing skills can't address.
majiayu000/claude-skill-registry 163
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SECUpdates
Security news aggregation from tldrsec, no.security, and other sources. USE WHEN security news, security updates, what's new in security, breaches, security research, sec updates. SkillSearch('secupdates') for docs.
majiayu000/claude-skill-registry 163
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arboreto
Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify transcription factor-target gene relationships and regulatory interactions. Supports distributed computation for large-scale datasets.
majiayu000/claude-skill-registry 163
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Pair Programming
AI-assisted pair programming with multiple modes (driver/navigator/switch), real-time verification, quality monitoring, and comprehensive testing. Supports TDD, debugging, refactoring, and learning sessions. Features automatic role switching, continuous code review, security scanning, and performance optimization with truth-score verification.
majiayu000/claude-skill-registry 163
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systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
majiayu000/claude-skill-registry 163