Code quality practices: error handling, validation, logging, and DRY. Use when writing or reviewing code.

Guidelines and patterns for writing bash/shell scripts. Use when creating new shell scripts, bin scripts, or bash utilities. Includes script templates, header comments, error handling, and common patterns.

Enforce JavaScript/ES6+ and TypeScript coding standards including camelCase variables, PascalCase classes, and kebab-case filenames.

Coding style, testing, and PR guidelines for the Kubb ecosystem. Use when writing or reviewing code for the Kubb ecosystem.

Personalized coding tutorials that build on your existing knowledge and use your actual codebase for examples. Creates a persistent learning trail that compounds over time using the power of AI, spaced repetition and quizes.

Use when designing visual interfaces, data visualizations, educational content, or presentations and need to ensure they align with how humans naturally perceive, process, and remember information. Invoke when user mentions cognitive load, visual hierarchy, dashboard design, form design, e-learning, infographics, or wants to improve clarity and reduce user confusion. Also applies when evaluating existing designs for cognitive alignment or choosing between design alternatives.

Apply cognitive science and HCI research to design decisions. Use when you need the scientific 'why' behind usability, explaining user behavior, understanding perception/memory/attention limits, evaluating cognitive load, assessing mental model alignment, predicting performance with Fitts's/Hick's Law, or grounding interface decisions in research rather than opinion.

Comprehensive cognitive mode management skill for the VERILINGUA x VERIX x DSPy x GlobalMOO integration. Enables automatic mode selection, frame configuration, VERIX epistemic notation, and GlobalMOO optimization. Use this skill when configuring AI behavior for specific task types, optimizing prompt engineering, or ensuring epistemic consistency in responses.

Continuous business health monitoring across 13 business domains. Scores domain health, generates periodic digests, detects anomalies, simulates decisions, and provides early warning signals for problems.

Master Cohere v2 Chat API with Python, specializing in entity extraction using JSON Schema mode for structured outputs. Use when extracting entities from text, building data extraction pipelines, implementing NER systems, or requiring validated JSON responses from LLMs.

The LLM as consistency maintainer and orchestrator

Create 25-35 second cold opens that hook listeners by dropping them into a specific moment that encapsulates the episode's themes. Uses narrative snippets method (story arcs with beats) combined with Colin & Samir's rearrangement technique.

Use the Claude Code CLI to consult Claude and delegate coding tasks for prototyping, debugging, and code review. Supports multi-turn sessions via SESSION_ID. Optimized for low-token, file/line-based handoff.

Use the Gemini CLI to consult Gemini and delegate coding tasks for prototyping, debugging, and code review. Supports multi-turn sessions via SESSION_ID. Optimized for low-token, file/line-based handoff.

Conduct a periodic collaboration quality review to proactively identify improvements before friction occurs. Assesses communication patterns, trust calibration, framework effectiveness, and session flow across 4 key dimensions.

Behavioral workflows and collaboration patterns for code review, agent coordination, and branch management. Use this skill when coordinating multi-agent work, managing code review processes, completing feature branches, or resolving productive disagreements between valid approaches.

Expert in ALL computational collage composition: photo mosaics, grid layouts, scrapbook/journal styles, magazine editorial, vision boards, mood boards, social media collages, memory walls, abstract/generative arrangements, and art-historical techniques (Hockney joiners, Dadaist photomontage, Surrealist assemblage, Rauschenberg combines). Masters edge-based assembly, Poisson blending, optimal transport color harmonization, and aesthetic optimization. Activate on 'collage', 'photo mosaic', 'grid layout', 'scrapbook', 'vision board', 'mood board', 'photo wall', 'magazine layout', 'Hockney', 'joiner', 'photomontage'. NOT for simple image editing (use native-app-designer), generating new images (use Stability AI), single photo enhancement (use photo-composition-critic), or basic image similarity search (use clip-aware-embeddings).

Analyze staged files, group by category, and generate conventional commit specs as JSON.

Collect changed files from git diff and explicit paths, categorize by type, output manifest.

This skill provides automated assistance for infrastructure metrics collector tasks.

Generate comprehensive lab member rosters in both markdown and CSV formats. Analyzes member profiles, git history, and alumni information to create detailed rosters with role transitions, team assignments, and career tracking. Use when user mentions roster, team list, lab members, or updating member information.

Migrate and sync vector database collections across environments

Revolutionary insights come from forcing unrelated concepts to collide. Treat X like Y and see what emerges.

Design color palettes that are accessible to all users including those with color blindness. Ensure sufficient contrast, meaningful use of color, and inclusive design.

Detects color contrast violations that make text unreadable and provides WCAG-compliant fixes. Uses both mathematical contrast ratio analysis and perceptual evaluation via vision capabilities.

Validates WCAG 2.1 contrast ratios and generates accessible color pairings. Use when checking accessibility compliance, fixing contrast issues, or selecting text/background combinations for AA or AAA levels.

Centralized colored output formatter for all skills, agents, and commands with ANSI escape codes

Migrating from Combine to Swift Observation framework and modern async/await patterns. Covers Publisher to AsyncSequence conversion, ObservableObject to @Observable migration, bridging patterns, and reactive code modernization. Use when user asks about Combine migration, ObservableObject to Observable, Publisher to AsyncSequence, or modernizing reactive code.

基于 React Native 通用脚手架设计方案的 CLI 命令与配置约定。

Audits command files for correctness and best practices. Use when reviewing, improving, or validating commands, checking frontmatter, assessing structure, or learning command quality standards.

Guide for authoring slash commands. Use when creating, building, reviewing, or improving commands, learning command best practices, or deciding when to use commands vs skills.

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CLI command development specialist. Use when creating commands, designing

專責處理 CBF (Commanded Behavior Frame) 類型的需求。讀取規格目錄結構，生成/審查 Command Side 設計與實作。支援 Java、TypeScript、Go 多語言。

Expert assistant for creating Claude Code custom slash commands. Guides command file structure, YAML frontmatter configuration, variable syntax, and best practices. Triggers on keywords: writing commands, creating commands, slash command, custom command, new command, command template, make command, /command, create command, update command

Implement user skill change requests with maximum precision optimization

Branch skill for building and improving commands. Use when creating new slash commands, adapting marketplace commands, validating command structure, working with $ARGUMENTS, or improving existing commands. Triggers: 'create command', 'improve command', 'validate command', 'fix command', 'slash command', '$ARGUMENTS', 'adapt command', 'multi-phase command', 'command frontmatter'.

Generate Claude AI skills from documentation, GitHub repos, or PDFs using Skill Seekers

Clean up code comments. Use when: improving comment quality, removing redundant comments. Triggers on: 'clean up comments', 'comment cleanup'.

Go 代码注释规范检查与修复工具。自动化检查注释格式、术语一致性、包级别注释规范，利用大模型进行语义分析和注释生成，确保项目注释符合专业标准。

Automatically generates clear, helpful comments for code.

Generate highlighted HTML with click-to-reveal comments for granular feedback on text. Alternative to rewrites—user keeps their voice, reviews feedback incrementally.

Code comment style guidelines - when to comment and when not to

Comment WHY code exists and non-obvious decisions, not WHAT code does (mechanics)

Expert in commercial real estate lease agreements for industrial and office properties. Use when reviewing lease terms, negotiating base rent/operating expenses, analyzing tenant improvements and free rent, structuring net lease vs gross lease deals, evaluating renewal options, or advising on landlord/tenant rights. Key terms include base rent, operating expenses, proportionate share, TI allowance, net lease, triple net, lease economics, rent escalation, use clause, assignment restrictions, default remedies, Schedule G

Building commissioning workflows including MBCx procedures, testing protocols, report generation, and energy conservation measure verification following ASHRAE Guideline 0 and NEBB standards

Help create git commits and PRs with properly formatted messages and release notes following CockroachDB conventions. Use when committing changes or creating pull requests.

Create well-structured git commits following conventional commits format with project-aware module emojis. This skill analyzes changes, crafts meaningful commit messages, and ensures commits are atomi

Verifies changed files, creates commit, and pushes to remote. Use after linting passes to finalize changes.