Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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review-story
Multi-provider creative writing critique for stories, screenplays, and narratives. Analyzes structural, emotional, craft, and persona dimensions. Integrates with Horus's Theory of Mind for voice consistency validation.
majiayu000/claude-skill-registry 163
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shap
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box model.
majiayu000/claude-skill-registry 163
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application-patterns
Common application development patterns and implementations
majiayu000/claude-skill-registry 163
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managing-branches
Git branching strategy expertise with flow-aware automation. Auto-invokes when branching strategies (gitflow, github flow, trunk-based), branch creation, branch naming, merging workflows, release branches, hotfixes, environment branches, or worktrees are mentioned. Integrates with existing commit, issue, and PR workflows.
majiayu000/claude-skill-registry 163
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Golang Backend Development
Architectural standards and coding practices for the Go backend.
majiayu000/claude-skill-registry 163
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access-control-patterns
[STUB - Not implemented] Access control auditing with IDOR detection, RBAC/ABAC patterns, and privilege escalation prevention. PROACTIVELY activate for: [TODO: Define on implementation]. Triggers: [TODO: Define on implementation]
majiayu000/claude-skill-registry 163
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bch-development
Bitcoin Cash (BCH) API implementation rules. Critical pattern for embedding Bitcoin struct and overriding BCH-specific methods. Use when working on BCH-related code in internal/infrastructure/api/btc/bch/.
majiayu000/claude-skill-registry 163
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dashboard-mail
V1.0 - Expert guidance for the Dashboard Mail module supporting Outlook, Gmail, and custom IMAP providers.
majiayu000/claude-skill-registry 163
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contentful
Manages content with Contentful headless CMS and Content Delivery API. Use when building content-driven applications with structured content models, CDN delivery, and enterprise content management.
majiayu000/claude-skill-registry 163
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ai-agent-upskilling
Comprehensive L&D framework for upskilling DevOps/IaC/Automation teams to become AI Agent Engineers. Covers LLM literacy, RAG, agent frameworks, multi-agent systems, and LLMOps. Designed to help traditional automation teams compete with OpenAI and Anthropic.
majiayu000/claude-skill-registry 163
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gemini-session-management
Central authority for Gemini CLI session management. Covers session resume, retention policies, session browser, and cleanup. Use when resuming Gemini sessions, configuring retention, browsing past sessions, or managing session storage. Delegates 100% to gemini-cli-docs for official documentation.
majiayu000/claude-skill-registry 163
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markdown-validation
Validate markdown documentation files for formatting issues, syntax errors, broken links, and quality standards. Use when checking .md files for compliance with documentation standards or after editing markdown files.
majiayu000/claude-skill-registry 163
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treido-structure
Treido project structure specialist. Use for file placement, boundaries, naming, and import organization. Not for feature implementation.
majiayu000/claude-skill-registry 163
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tiger-team-identifier
For leaders who want to understand where real work happens in their organization - not the org chart,
but the actual network of people who fix things when they break.
Analyzes emergency patterns, escalation paths, and informal influence to map your tiger teams.
Use when you need to identify key people, assess organizational risk, reduce bus factor,
or understand the gap between formal structure and actual operations.
Keywords: tiger team, key people, who runs things, org chart vs reality, bus factor, key person risk,
emergency response, who to call, informal leaders, actual org structure, critical dependencies
majiayu000/claude-skill-registry 163
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portfolio-maintenance
Maintains portfolio documentation following project-specific guidelines. Use when adding projects to the portfolio, updating README entries, managing git submodules, fixing documentation formatting, regenerating table of contents, or performing any portfolio-related maintenance tasks. This skill applies to Yuichi Yogo's creative coding portfolio repository.
majiayu000/claude-skill-registry 163
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python-dev-handbook
當要開發或修改 Python 程式碼時使用。
majiayu000/claude-skill-registry 163
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acc-create-psr14-event-dispatcher
Generates PSR-14 Event Dispatcher implementation for PHP 8.5. Creates EventDispatcherInterface, ListenerProviderInterface, and StoppableEventInterface with event propagation. Includes unit tests.
majiayu000/claude-skill-registry 163
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astro
Builds content-focused websites with Astro using islands architecture, content collections, and multi-framework support. Use when creating static sites, blogs, documentation, marketing pages, or content-heavy applications with minimal JavaScript.
majiayu000/claude-skill-registry 163
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packet-capture
Expert skill for packet capture and analysis using libpcap/Wireshark. Execute tcpdump/tshark commands, write BPF filter expressions, analyze pcap files, decode protocol layers, calculate statistics, and generate Wireshark dissectors.
majiayu000/claude-skill-registry 163
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add-aspire-worker-project
Create a new .NET Aspire worker project with Kafka, RavenDB, and MinIO integration (project)
majiayu000/claude-skill-registry 163
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frontend-production-quality
majiayu000/claude-skill-registry 163
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agent-self-correction
majiayu000/claude-skill-registry 163
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sniff-locate
List findings in `.sniff/findings.jsonl`, validate anchors, reanchor stale findings when code shifts, and regenerate `.sniff/index.json`.
majiayu000/claude-skill-registry 163
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stop-slop
A skill for removing AI-generated writing patterns ('slop') from prose. Eliminates telltale signs of AI writing like filler phrases, excessive hedging, overly formal language, and mechanical sentence structures. Use when: writing content that should sound human and natural, editing AI-generated drafts, cleaning up prose for publication, or any content that needs to sound authentic rather than AI-generated. Triggers: 'stop-slop', 'remove AI tells', 'clean up prose', 'make it sound human', 'edit AI writing'.
majiayu000/claude-skill-registry 163