Browse Skills

validating-ai-ethics-and-fairness.md

2

1 export validating-ai-ethics-and-fairness

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill enables Claude to validate the ethical implications and fairness of AI/ML models and datasets. It is triggered when the user requests an ethics review, fairness assessment, or bias detection for an AI system. The skill uses the ai-ethics-validator plugin to analyze models, datasets, and code for potential biases and ethical concerns. It provides reports and recommendations for mitigating identified issues, ensuring responsible AI development and deployment. Use this skill when the user mentions "ethics validation", "fairness assessment", "bias detection", "responsible AI", or related terms in the context of AI/ML.

2026-01-05

detecting-data-anomalies.md

2

1 export detecting-data-anomalies

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill empowers Claude to identify anomalies and outliers within datasets. It leverages the anomaly-detection-system plugin to analyze data, apply appropriate machine learning algorithms, and highlight unusual data points. Use this skill when the user requests anomaly detection, outlier analysis, or identification of unusual patterns in data. Trigger this skill when the user mentions "anomaly detection," "outlier analysis," "unusual data," or requests insights into data irregularities.

2026-01-05

skill-creator.md

2

1 export skill-creator

2 from "iimuz/dotfiles"

3 Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

2026-01-05

figlet-typography.md

2

1 export figlet-typography

2 from "j-greig/claude-skills"

3 Generate ASCII art typography using pyfiglet. Use when user asks for ASCII art text, banners, headers, logo text, terminal art, or decorative typography. Curated whitelist of 24 display fonts available, agent can also use any of 500+ pyfiglet fonts.

2026-01-05

multi-agent-orchestrator.md

2

1 export multi-agent-orchestrator

2 from "tekliner/improvado-agentic-frameworks-and-skills"

3 Orchestrate parallel CLI agents (Claude Code, Codex, Gemini) for competitive evaluation. Use when user says "run multi-agent", "compare agents", "launch competitive evaluation", "use parallel agents", or complex tasks (>7/10) where multiple approaches exist and best solution matters.

2026-01-05

building-gitops-workflows.md

2

1 export building-gitops-workflows

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill enables Claude to construct GitOps workflows using ArgoCD and Flux. It is designed to generate production-ready configurations, implement best practices, and ensure a security-first approach for Kubernetes deployments. Use this skill when the user explicitly requests "GitOps workflow", "ArgoCD", "Flux", or asks for help with setting up a continuous delivery pipeline using GitOps principles. The skill will generate the necessary configuration files and setup code based on the user's specific requirements and infrastructure.

2026-01-05

database-management.md

2

1 export database-management

2 from "pluginagentmarketplace/custom-plugin-backend"

3 Master relational and NoSQL databases. Learn PostgreSQL, MySQL, MongoDB, Redis, and other technologies for data persistence, optimization, and scaling.

2026-01-05

building-neural-networks.md

2

1 export building-neural-networks

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill allows Claude to construct and configure neural network architectures using the neural-network-builder plugin. It should be used when the user requests the creation of a new neural network, modification of an existing one, or assistance with defining the layers, parameters, and training process. The skill is triggered by requests involving terms like "build a neural network," "define network architecture," "configure layers," or specific mentions of neural network types (e.g., "CNN," "RNN," "transformer").

2026-01-05

knowledge-management.md

2

1 export knowledge-management

2 from "daishiman/AIWorkflowOrchestrator"

3 SECIモデル（野中郁次郎）に基づく組織知識の形式知化と共有を専門とするスキル。暗黙知（経験、勘、ノウハウ）を形式知（ドキュメント、パターン）に変換し、体系化することで組織全体で再利用可能な知識として活用する。Anchors:• The Knowledge-Creating Company (Nonaka/Takeuchi) / 適用: SECIサイクル4フェーズ（共同化・表出化・連結化・内面化） / 目的: 暗黙知の特定・言語化・統合の理論的基盤• The Pragmatic Programmer (Hunt/Thomas) / 適用: 実践的改善とDRY原則 / 目的: 品質維持と重複知識の統合判断• Design Patterns (Gang of Four) / 適用: パターン記述形式 / 目的: 再利用可能な知識の抽象化と構造化Trigger:Use when formalizing tacit knowledge, documenting best practices, converting code review insights to reusable knowledge, managing organizational knowledge base quality, or applying SECI model workflows.Keywords: knowledge management, tacit knowledge, explicit knowledge, SECI model, documentation, best practices, pattern extraction

2026-01-05

conducting-chaos-engineering.md

2

1 export conducting-chaos-engineering

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill enables Claude to design and execute chaos engineering experiments to test system resilience. It is used when the user requests help with failure injection, latency simulation, resource exhaustion testing, or resilience validation. The skill is triggered by discussions of chaos experiments (GameDays), failure injection strategies, resilience testing, and validation of recovery mechanisms like circuit breakers and retry logic. It leverages tools like Chaos Mesh, Gremlin, Toxiproxy, and AWS FIS to simulate real-world failures and assess system behavior.

2026-01-05

scanning-for-xss-vulnerabilities.md

2

1 export scanning-for-xss-vulnerabilities

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill enables Claude to automatically scan for XSS (Cross-Site Scripting) vulnerabilities in code. It is triggered when the user requests to "scan for XSS vulnerabilities", "check for XSS", or uses the command "/xss". The skill identifies reflected, stored, and DOM-based XSS vulnerabilities. It analyzes HTML, JavaScript, CSS, and URL contexts to detect potential exploits and suggests safe proof-of-concept payloads. This skill is best used during code review, security audits, and before deploying web applications to production.

2026-01-05

agent-architect.md

2

1 export agent-architect

2 from "walcon/opencode-example"

3 Expert guide for creating OpenCode agents and subagents. Use when: (1) Creating specialized agents, (2) Designing multi-agent workflows, (3) Optimizing context with subagent delegation, (4) Setting tool permissions.

2026-01-05

focus-session-manager.md

2

1 export focus-session-manager

2 from "daffy0208/ai-dev-standards"

3 Automatically manage focus sessions, breaks, and hyperfocus protection. Uses ADHD-optimized Pomodoro technique with flexible timers, health reminders, and gentle interruptions. Protects against hyperfocus burnout while maximizing productive time.

2026-01-05

tracking-model-versions.md

2

1 export tracking-model-versions

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill enables Claude to track and manage AI/ML model versions using the model-versioning-tracker plugin. It should be used when the user asks to manage model versions, track model lineage, log model performance, or implement version control for AI/ML models. Use this skill when the user mentions "track versions", "model registry", "MLflow", or requests assistance with AI/ML model deployment and management. This skill facilitates the implementation of best practices for model versioning, automation of model workflows, and performance optimization.

2026-01-05

creative-lens-toolkit.md

2

1 export creative-lens-toolkit

2 from "davidrd123/ComfyPromptByAPI"

3 Archetypal lenses and tactical transforms for creative prompt exploration. Use when: scene is correct but lacks emotional subtext, need mythic or archetypal phrasing, exploring mood through seasonal/zodiac/personality filters, stuck on blank page ideation, or want structured variations from a stable baseline. Includes LensCards (tactical jiggles) and LensPacks (metaphorical frames).

2026-01-05

audit-performance.md

2

1 export audit-performance

2 from "ferdiangunawan/rpi-stack"

3 Performance-focused audit that can run in background during implementation. Checks for inefficiencies, memory leaks, widget rebuilds. Injects P0 findings to main agent.

2026-01-05

fuzzy-edit.md

2

1 export fuzzy-edit

2 from "dbarnett/dotfiles"

3 This skill should be used when Edit tool fails with "old_string not found", "string not found", or indentation mismatch errors. Also use when editing files with tab indentation (Python, Go, Makefiles, TypeScript) or when the Edit tool has failed multiple times on the same edit. Provides the agents-fuzzy-edit-args utility to fix Edit arguments by re-reading actual files.

2026-01-05

updating-claude-documentation.md

2

1 export updating-claude-documentation

2 from "heyJordanParker/dotfiles"

3 Use when editing, creating, reviewing, or auditing Claude.md files and other Claude documentation - skills, agents, commands, hooks, settings (project .claude/ or personal ~/.claude/). Triggers: "update docs", "save to Claude.md", "document this", pre-commit prompts, contradictions with code, splitting bloated files, creating new Claude.md in undocumented directories.

2026-01-05

detecting-memory-leaks.md

2

1 export detecting-memory-leaks

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill enables Claude to detect potential memory leaks and analyze memory usage patterns in code. It is triggered when the user requests "detect memory leaks", "analyze memory usage", or similar phrases related to memory leak detection and performance analysis. The skill identifies potential issues such as unremoved event listeners, closures preventing garbage collection, uncancelled timers, unbounded cache growth, circular references, detached DOM nodes, and unnecessary global state accumulation. It then provides detailed fix recommendations. Use this skill to proactively identify and resolve memory leaks, improving application performance and stability.

2026-01-05

managing-database-migrations.md

2

1 export managing-database-migrations

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill enables Claude to manage database schema changes through version-controlled migrations. It is activated when the user requests to create, apply, or rollback database migrations. The skill supports generating timestamped migration files with both up and down migrations for PostgreSQL, MySQL, SQLite, and MongoDB. It helps in tracking schema evolution and ensuring safe database modifications. Use this skill when the user mentions "database migration", "schema change", "add column", "rollback migration", or "create migration".

2026-01-05

scanning-for-accessibility-issues.md

2

1 export scanning-for-accessibility-issues

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill enables Claude to perform comprehensive accessibility audits. It uses the accessibility-test-scanner plugin to identify WCAG 2.1/2.2 compliance issues, validate ARIA attributes, check keyboard navigation, and assess screen reader compatibility. Use this skill when the user requests an accessibility scan, audit, or compliance check, or when terms like "WCAG", "ARIA", "screen reader", "accessibility testing", or "a11y" are mentioned. It provides actionable insights for improving web application accessibility.

2026-01-05

automating-mobile-app-testing.md

2

1 export automating-mobile-app-testing

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill enables automated testing of mobile applications on iOS and Android platforms using frameworks like Appium, Detox, XCUITest, and Espresso. It generates end-to-end tests, sets up page object models, and handles platform-specific elements. Use this skill when the user requests mobile app testing, test automation for iOS or Android, or needs assistance with setting up device farms and simulators. The skill is triggered by terms like "mobile testing", "appium", "detox", "xcuitest", "espresso", "android test", "ios test".

2026-01-05

processing-computer-vision-tasks.md

2

1 export processing-computer-vision-tasks

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill enables Claude to process and analyze images using computer vision techniques. It's used to perform tasks such as object detection, image classification, and image segmentation. Use this skill when a user requests analysis of an image, asks for identification of objects within an image, or needs help with other computer vision related tasks. Trigger terms include "analyze image", "object detection", "image classification", "image segmentation", "computer vision", "process image", or when the user provides an image and asks for insights.

2026-01-05

analyzing-database-indexes.md

2

1 export analyzing-database-indexes

2 from "jeremylongshore/claude-code-plugins-nixtla"

3 This skill uses the database-index-advisor plugin to analyze query patterns and recommend optimal database indexes. It identifies missing indexes to improve query performance and unused indexes that can be removed to save storage and improve write performance. Use this skill when the user asks to "analyze database indexes", "optimize slow queries", "find missing indexes", "remove unused indexes", or requests help with "database index optimization". The plugin analyzes database workloads, detects potential indexing issues, and provides actionable recommendations for indexing strategies.

2026-01-05