aiskillstore
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- ▌ Test Scaffolding · aiskillstore bundleGenerate test file scaffolds from source analysis with language-appropriate templates.
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- ▌ Commit Helper · aiskillstore bundleIntelligent commit message generation following conventional commit format.
- ▌ CSV Processor · aiskillstore bundleParse, transform, and analyze CSV files with advanced data manipulation capabilities.
- ▌ Docker Helper · aiskillstore bundleDocker Compose generation, optimization, and troubleshooting assistance.
- ▌ Go Mod Helper · aiskillstore bundleGo module system, dependency management, and project configuration assistance.
- ▌ Meeting Notes · aiskillstore bundleConvert meeting discussions into clear, actionable notes with tasks, decisions, and follow-ups fo...
- ▌ Query Builder · aiskillstore bundleInteractive database query builder for generating optimized SQL and NoSQL queries.
- ▌ Traffic Analysis · aiskillstore bundleAnalyze network traffic patterns, identify top applications and bandwidth usage, and optimize traffic management. Perform DPI-based traffic classification.
- ▌ Global Error Handling · aiskillstore bundleImplement user-friendly error handling with specific exception types, centralized error handling, graceful degradation, and proper resource cleanup. Use this skill when implementing error handling in controllers, services, or API endpoints, when creating custom exception classes, when writing try-catch blocks, when handling external service failures, when implementing retry strategies, when displaying error messages to users, when cleaning up resources in finally blocks, or when implementing fail-fast validation and error detection.
- ▌ IOS Debugger Agent · aiskillstore bundleUse XcodeBuildMCP to build, run, launch, and debug the current iOS project on a booted simulator. Trigger when asked to run an iOS app, interact with the simulator UI, inspect on-screen state, capture logs/console output, or diagnose runtime behavior using XcodeBuildMCP tools.
- ▌ Devflow Tdd Enforcer · aiskillstore bundleEnforces TDD order in TASKS.md - Tests MUST be marked complete before Implementation tasks. Blocks violations in real-time.
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- ▌ Sop Product Launch · aiskillstore bundleComplete product launch workflow coordinating 15+ specialist agents across research, development, marketing, sales, and operations. Uses sequential and parallel orchestration for 10-week launch timeline.
- ▌ Plan Approval · aiskillstore bundlePlan-approval workflow patterns for user control over AI actions in Claude Code Waypoint Plugin. Use when planning complex changes, need user approval before execution, want to prevent mistakes, or need to document proposed changes. Covers plan creation, approval checkpoints, plan deviation tracking, revision management, and learning from approved/rejected plans.
- ▌ CI Pipeline Setup · aiskillstore bundleSet up CI/CD pipelines with GitHub Actions. Use when creating new projects, adding automation, or when manual verification becomes bottleneck. Covers lint, test, build, deploy automation.
- ▌ Project Structure · aiskillstore bundleOrganize project folders following industry best practices. Use when setting up new projects, reorganizing codebases, or when folder structure becomes messy. Covers Next.js, Bulletproof React, and FSD patterns.
- ▌ Typescript Strict · aiskillstore bundleEnforce TypeScript strict mode and type safety. Use when setting up projects, reviewing code, or when type errors are ignored. Covers strict flags, no-any rules, and type inference best practices.
- ▌ MCP Tool Creation · aiskillstore bundleMaster creating MCP tools with type-safe parameters, automatic schema generation, and best practices
- ▌ Rmcp Quickstart · aiskillstore bundleQuick start guide for creating MCP servers with the rmcp crate - installation, concepts, and first server
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- ▌ Engineering Nba Data · aiskillstore bundleExtracts, transforms, and analyzes NBA statistics using the nba_api Python library. Use when working with NBA player stats, team data, game logs, shot charts, league statistics, or any NBA-related data engineering tasks. Supports both stats.nba.com endpoints and static player/team lookups.
- ▌ Convex Quickstart · aiskillstore bundleInitializes a new Convex project from scratch or adds Convex to an existing app. Use this skill when starting a new project with Convex, scaffolding with npm create convex@latest, adding Convex to an existing React, Next.js, Vue, Svelte, or other frontend, wiring up ConvexProvider, configuring environment variables for the deployment URL, or running npx convex dev for the first time, even if the user just says "set up Convex" or "add a backend."
- ▌ REST Patterns · aiskillstore bundleQuick reference for RESTful API design patterns, HTTP semantics, caching, and rate limiting. Triggers on: rest api, http methods, status codes, api design, endpoint design, api versioning, rate limiting, caching headers.
- ▌ Creating Pull Requests · aiskillstore bundleCreates pull requests with generated descriptions. Triggered when: PR creation, pull request, merge request, code review preparation.
- ▌ Test Kitchen · aiskillstore bundleThis skill should be used when implementing features with parallel exploration or competition. Triggers on "build", "create", "implement", "try both approaches", "compare implementations". Routes to omakase-off (entry gate for design exploration) or cookoff (exit gate for parallel implementation).
- ▌ Agile Ceremonies · aiskillstore bundleAgile ceremonies and sprint management specialist. Use when running standups, retrospectives, sprint planning, or tracking sprint progress.
- ▌ Global Standards · aiskillstore bundleProject-wide coding standards and conventions specialist. Use PROACTIVELY when writing code, making architectural decisions, or establishing project conventions. Covers coding style, commenting, error handling, validation, tech stack consistency, and project conventions across all languages and frameworks.
- ▌ Machine Learning · aiskillstore bundleMachine learning development patterns, model training, evaluation, and deployment. Use when building ML pipelines, training models, feature engineering, model evaluation, or deploying ML systems to production.
- ▌ Nathan Standards · aiskillstore bundleDevelopment standards for the Nathan n8n-Jira agent automation system. Covers n8n workflows, Python patterns, and project conventions.
- ▌ Python Scripting · aiskillstore bundlePython scripting with uv and PEP 723 inline dependencies. Use when creating standalone Python scripts with automatic dependency management.
- ▌ Book Scaffolding · aiskillstore bundlePlan, structure, and scaffold large educational books using cognitive load management, just-in-time specification, and pedagogical best practices. Use this skill when planning multi-part, multi-chapter educational works that require narrative continuity, progressive complexity, and hands-on exercises. This skill helps create cohesive learning journeys that balance foundational scaffolding with advanced independence. Activate when tasks involve structuring books, managing cognitive load across chapters, defining part-level narratives, or coordinating multi-phase content development workflows.
- ▌ Database Manager · aiskillstore bundleManages Supabase database schema, migrations, and queries for CookMode V2. Use this when the user needs to create/modify tables, write migrations, update RLS policies, or troubleshoot database issues.
- ▌ Allaymc Plugin Dev · aiskillstore bundleBuild, update, and troubleshoot AllayMC plugins in Java or other JVM languages. Use when creating a new AllayMC plugin, migrating an existing plugin to a new Allay API version, wiring commands/events/tasks/config, or setting up Gradle and plugin metadata (plugin.json or AllayGradle plugin block).
- ▌ Competitive Review · aiskillstore bundleDispatch two competing reviewers (arch-reviewer and impl-reviewer) before deep analysis. Competition produces more thorough results. Use before creating code, modifying architecture, making technical decisions, or answering codebase questions.
- ▌ Repo Metadata · aiskillstore bundleThis skill should be used when the user asks to "generate repository metadata", "create catalog-info.yaml", "add repo metadata", "document repository structure", or mentions generating structured metadata for service catalog or architecture documentation.
- ▌ Coverage Analyzer · aiskillstore bundleAdvanced coverage analysis with actionable insights. Use to identify coverage gaps, suggest specific tests, track coverage trends, and highlight critical uncovered code. Essential for reaching 80%+ coverage target.
- ▌ Apple UI Design · aiskillstore bundleApple-inspired clean, minimal, premium UI design. Use when building modern interfaces requiring exceptional UX, clean aesthetics, or Apple-like polish. Triggers on: clean UI, modern design, Apple style, minimal, premium, user-friendly, UX.
- ▌ Latency Tracker · aiskillstore bundlePer-call and aggregated latency tracking for MEV infrastructure. Use when implementing performance monitoring or debugging slow operations. Triggers on: latency, timing, performance, slow, speed, instrumentation.
- ▌ Descriptive Action · aiskillstore bundleUse when the user asks to describe, summarize, analyze, compare, explain, or report on something (text, data, events, systems) without asking for recommendations or next steps.
- ▌ Solid Principles · aiskillstore bundleSOLID object-oriented design principles for maintainable code
- ▌ Linear Projects Write · aiskillstore bundleCreate and update Linear projects via CLI (write operations)
- ▌ Pytest Recording · aiskillstore bundleWork with pytest-recording (VCR.py) for recording and replaying HTTP interactions in tests. Use when writing VCR tests, managing cassettes, configuring VCR options, filtering sensitive data, or debugging recorded HTTP responses.
- ▌ Planning With Trello · aiskillstore bundleUse when planning features, organizing sprints, or syncing work with Trello boards.
- ▌ Extract From Pdfs · aiskillstore bundleThis skill should be used when extracting structured data from scientific PDFs for systematic reviews, meta-analyses, or database creation. Use when working with collections of research papers that need to be converted into analyzable datasets with validation metrics.
- ▌ Building Agent Tools · aiskillstore bundleGuide for creating effective tools for AI agents. Use when building MCP tools, agent APIs, or any tool interface that agents will consume. Focuses on token efficiency, meaningful context, and proper namespacing.
- ▌ AI Architect Lite · aiskillstore bundleLightweight playbook distilled from AI Architecture to keep dual-engine memory (.ai_context) and manifest dispatcher with minimal overhead; use when bootstrapping or porting the pattern into Claude Skills format.
- ▌ Session Init · aiskillstore bundleInitializes session with environment check and task status overview. Use when user mentions セッション開始, 作業開始, 状況確認, what should I work on, start session. Do NOT load for: 実装作業, レビュー, セッション途中の作業.
- ▌ Troubleshoot · aiskillstore bundleGuides diagnosis and resolution when problems occur. Use when user mentions 動かない, エラーが出た, 壊れた, うまくいかない, broken, doesn't work, error. Do NOT load for: 正常なビルド, 新機能実装, レビュー.
- ▌ Formik Patterns · aiskillstore bundleFormik form handling with validation patterns. Use when building forms, implementing validation, or handling form submission.
- ▌ Py Observability · aiskillstore bundleObservability patterns for Python backends. Use when adding logging, metrics, tracing, or debugging production issues.
- ▌ Py Testing Async · aiskillstore bundleAsync testing patterns with pytest-asyncio. Use when writing tests, mocking async code, testing database operations, or debugging test failures.
- ▌ Rn Observability · aiskillstore bundleLogging, error messages, and debugging patterns for React Native. Use when adding logging, designing error messages, debugging production issues, or improving code observability.
- ▌ Web Build Deploy · aiskillstore bundleBuilding and deploying React web applications. Use when configuring builds, deploying to Vercel/Netlify, setting up CI/CD, Docker, or managing environments.
- ▌ Testing Patterns · aiskillstore bundleVitest testing patterns and strategies for unit tests, agent tests, and API tests with Supabase mocking
- ▌ Create Issue · aiskillstore bundleCreate an issue in GitHub or Jira. Automatically detects if GitHub issues are enabled; if so creates a GitHub issue, otherwise creates a Jira issue.
- ▌ Project Knowledge · aiskillstore bundleLoad project architecture and structure knowledge. Use when you need to understand how this project is organized.
- ▌ R Development · aiskillstore bundleModern R development practices emphasizing tidyverse patterns (dplyr 1.1 and later, native pipe, join_by, .by grouping), rlang metaprogramming, performance optimization, and package development. Use when Claude needs to write R code, create R packages, optimize R performance, or provide R programming guidance.
- ▌ Docs Retrieval · aiskillstore bundleRetrieve documentation context from local ai-docs. Check here first when implementing features, debugging errors, or needing library information. Fall back to web search if topic not found locally.
- ▌ Post Impl Docs · aiskillstore bundleUpdate repository documentation after code implementation. Maintains README, CHANGELOG, docs/ folder, and inline docstrings based on changes made. Triggered by lane-executor after task completion.
- ▌ Project Domain · aiskillstore bundleDomain vocabulary and entity relationships for {project}. Ensures consistent terminology and model understanding.
- ▌ Spawn Terminal · aiskillstore bundleSpawn a new terminal window to run CLI commands (ffmpeg, curl, python, etc.). Use for non-AI command execution.
- ▌ Spec Discovery · aiskillstore bundleParse specs to extract IDs, titles, and traceability metadata (repo, path, hash).
- ▌ Stack Analyzer · aiskillstore bundleAnalyze project stack and recommend skills. Auto-detects frameworks, activates generic ai-dev-kit skills, and optionally scaffolds project-specific skills in the target repo.
- ▌ Scribe MCP Usage · aiskillstore bundleOperate the local Scribe MCP for any ~/projects/* repo; use when registering the server, setting projects, drafting ARCH/PHASE/CHECKLIST via manage_docs, or logging work with append_entry/get_project safeguards.
- ▌ Gsap Animations · aiskillstore bundleGSAP animation best practices for web design - scroll triggers, performance optimization, accessibility, responsive animations, and testing integration. Use when implementing or reviewing animations on WordPress or any web project.
- ▌ Wordpress Admin · aiskillstore bundleFull WordPress site management - create pages/posts, configure SEO (Yoast), upload media, manage settings. Use when creating content, setting up SEO, or managing any WordPress site.
- ▌ Wp Orchestrator · aiskillstore bundleMaster WordPress project orchestrator - coordinates all WordPress skills for complete site setup, audit, and optimization. Use for new project setup, site audits, or comprehensive reviews. Runs interview phases and manages todo lists.
- ▌ Figma To Tailwind · aiskillstore bundleFigma MCPで取得したデザイン変数をTailwind CSS標準クラスに変換する。Figma MCPのコード生成後やデザイン実装時に自動起動。
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- ▌ Create Subagent · aiskillstore bundleThis skill should be used when creating custom subagents for Claude Code, configuring specialized AI assistants, or when the user asks about agent creation, agent configuration, or delegating tasks to subagents. Covers both file-based agents and Task tool invocation.
- ▌ PDF Processing Pro · aiskillstore bundleProduction-ready PDF processing with forms, tables, OCR, validation, and batch operations. Use when working with complex PDF workflows in production environments, processing large volumes of PDFs, or requiring robust error handling and validation.
- ▌ Data Exploration · aiskillstore bundleSystematic database and table profiling for DBX Studio. Use when a user wants to understand their data, explore schema structure, or profile a dataset.
- ▌ Frontend Components · aiskillstore bundleBuild reusable, composable UI components with single responsibilities, clear prop interfaces, proper state management, and minimal coupling. Use this skill when creating or editing React components (.tsx, .jsx files), when designing component APIs with props, when implementing component composition patterns, when managing local component state, when building shadcn/ui components, when creating shared UI components in resources/js/Components/, when implementing component documentation, or when refactoring large components into smaller, focused pieces.
- ▌ Frontend Responsive · aiskillstore bundleImplement mobile-first responsive designs with fluid layouts, breakpoints, relative units, and touch-friendly interfaces that work across all device sizes. Use this skill when writing or modifying React components (.tsx, .jsx files), when implementing CSS or Tailwind responsive utilities (sm:, md:, lg:, xl: breakpoints), when working on layout components, navigation menus, grid systems, when optimizing for mobile devices, tablets, or desktop screens, when implementing media queries, when ensuring touch-friendly UI elements, or when testing cross-device compatibility.
- ▌ Global Coding Style · aiskillstore bundleMaintain consistent code formatting, naming conventions, type safety, and automated code quality standards across PHP and TypeScript/JavaScript. Use this skill when writing or editing any PHP files (.php), TypeScript/JavaScript files (.ts, .tsx, .js, .jsx), when implementing type declarations and return types, when running code formatters (Laravel Pint, Ultracite) or linters, when running static analysis tools (Larastan), when naming variables, functions, classes, or files, when applying DRY principles, when removing dead code, or when preparing code for review or commit.
- ▌ Libreoffice Writer · aiskillstore bundleUse when creating, editing, formatting, exporting, or extracting LibreOffice Writer (.odt) documents via UNO, including session-based edits, structured text targets, tables, images, lists, patch workflows, and snapshots.
- ▌ Wrangler · aiskillstore bundleDeploy and manage Cloudflare Workers, Pages, KV, R2, D1, and other Cloudflare services using the `wrangler` CLI.
- ▌ Flow Brainstorming · aiskillstore bundle在 /flow-init 阶段强制触发,用于捕捉需求的原始意图、探索方案、记录决策。确保后续流程有明确的北极星可追溯。
- ▌ Unity Editor · aiskillstore bundleRemote control Unity Editor via CLI using unityctl. Use when working with Unity projects to launch/stop editor, enter/exit play mode, compile scripts, view logs, load scenes, run tests, capture screenshots, or execute C# code for debugging. Activate when user mentions Unity, play mode, compilation, or needs to interact with a running Unity Editor.
- ▌ Prompt Architect · aiskillstore bundleComprehensive framework for analyzing, creating, and refining prompts for AI systems. Use when creating prompts for Claude, ChatGPT, or other language models, improving existing prompts, or applying evidence-based prompt engineering techniques. Applies structural optimization, self-consistency patterns, and anti-pattern detection to transform prompts into highly effective versions.
- ▌ Web CLI Teleport · aiskillstore bundleGuide users on when to use Claude Code Web vs CLI and seamlessly teleport sessions between environments
- ▌ Cqs Patterns · aiskillstore bundleCommand Query Separation (CQS) and CQRS patterns for .NET. Use when designing methods, handlers, and application architecture. Ensures predictable, testable code.
- ▌ Antipattern Catalog · aiskillstore bundleDocument technical debt, anti-patterns, and patterns to avoid from analyzed frameworks. Use when (1) creating a "Do Not Repeat" list from framework analysis, (2) categorizing observed code smells and issues, (3) assessing severity of architectural problems, (4) generating remediation suggestions, or (5) synthesizing lessons learned across multiple frameworks.
- ▌ Resilience Analysis · aiskillstore bundleAssess error handling, isolation boundaries, and recovery mechanisms in agent frameworks. Use when (1) tracing error propagation paths, (2) evaluating sandboxing for code execution, (3) understanding retry and fallback mechanisms, (4) assessing production readiness, or (5) identifying failure modes and recovery patterns.
- ▌ Algorithmic Art · aiskillstore bundleCreate generative art using p5.js with seeded randomness. Use this when creating procedural art, interactive visualizations, or algorithmic designs.
- ▌ Voice Agent Expert · aiskillstore bundleThis skill is a practical, 'use-it-while-debugging' reference for getting a LiveKit + Letta voice agent working reliably.
- ▌ Ghe Thread Manager · aiskillstore bundleUse this skill when the user expresses ANY intent related to issue/thread management: - Switching issues: "let's work on X", "switch to #Y", "go to the auth issue" - Checking status: "what are we working on?", "current issue?", "status?" - Background work: "what's in background?", "any features ready?", "check progress" - Starting development: "implement X", "add feature", "fix bug Y", "build a..." - Joining reviews: "let me see the review", "check that feature", "join #X" - Pausing/resuming: "pause this", "come back later", "resume #X" - Stopping transcription: "stop tracking", "don't record this", "private mode" - Resuming last session: "what were we working on?", "resume last issue", "continue where we left off" - Any natural expression of wanting to change focus or check work status This skill interprets natural language - users should NOT memorize commands. For the full GHE workflow protocol, see skill: github-elements-tracking
- ▌ Command Management · aiskillstore bundleUse PROACTIVELY this skill when you need to create or update custom commands following best practices
- ▌ Gate Exchange Futures · aiskillstore bundleThe USDT perpetual futures trading function of Gate Exchange: open position, close position, cancel order, amend order. Trigger phrases: open position, close position, cancel order, amend order, reverse, close all.
- ▌ Research Grants · aiskillstore bundleWrite competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.
- ▌ Research Lookup · aiskillstore bundleLook up current research information using Perplexity Sonar Pro Search or Sonar Reasoning Pro models through OpenRouter. Automatically selects the best model based on query complexity. Search academic papers, recent studies, technical documentation, and general research information with citations.
- ▌ Treatment Plans · aiskillstore bundleGenerate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, and pain management. Includes SMART goal frameworks, evidence-based interventions with minimal text citations, regulatory compliance (HIPAA), and professional formatting. Prioritizes brevity and clinical actionability.
- ▌ Venue Templates · aiskillstore bundleAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
- ▌ Add Malli Schemas · aiskillstore bundleEfficiently add Malli schemas to API endpoints in the Metabase codebase with proper patterns, validation timing, and error handling
- ▌ Swarm Orchestration · aiskillstore bundleOrchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems.
- ▌ Analytics Tracking · aiskillstore bundleDesign, audit, and improve analytics tracking systems that produce reliable, decision-ready data. Use when the user wants to set up, fix, or evaluate analytics tracking (GA4, GTM, product analytics, events, conversions, UTMs). This skill focuses on measurement strategy, signal quality, and validation— not just firing events.