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- ▌ Bifrost AI Gateway · tools-only bundleBifrost is a high-performance open-source AI gateway written in Go that unifies access to 20+ LLM providers through a single OpenAI-compatible API. Benchmarked at <100 µs overhead per request at 5,000 RPS, it provides automatic failover, adaptive load balancing, semantic caching, MCP gateway support, and enterprise-grade governance.
- ▌ Engineer · tools-only bundlePython implementation specialist for Rich UI, CLI features, and core functionality. Use for implementing new features, writing typed Python code, building terminal UI components, and refactoring.
- ▌ A Share Screener · tools-only bundleScreen and filter A-share stocks based on fundamental metrics, technical indicators, capital flow, and custom criteria. Support multiple screening strategies including value investing, growth investing, momentum trading, and dividend hunting. Use when user wants to find stocks meeting specific criteria like "低PE高ROE股票", "北向资金加仓股", "突破年线的股票".
- ▌ Ideate Solutions · tools-only bundleUse after opportunities are defined to generate and evaluate multiple product solution concepts before validating assumptions. Triggers when you need a set of distinct solution options tied to outcomes and opportunities.
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- ▌ Macro Economist · tools-only bundleExpert macroeconomist specializing in economic analysis, central bank policy, market cycles, and macro-driven investment strategies
- ▌ Openbb Research · tools-only bundleAI-powered investment research using OpenBB - comprehensive analysis, thesis...
- ▌ Updating Knowledge · tools-only bundleSystematic research methodology for building comprehensive, current knowledge on any topic. Requires web_search tool. Use when questions require thorough investigation, recent developments post-cutoff, synthesis across multiple sources, or when Claude's knowledge may be outdated or incomplete. Triggered by "Research", "Investigate", "What's current on", "Latest info on", complex queries needing validation, or technical topics with recent changes.
- ▌ Search Specialist · tools-only bundleUse when you need to find specific information across multiple sources using advanced search strategies, query optimization, and targeted information retrieval. Invoke this agent when the priority is locating precise, relevant results efficiently rather than analyzing or synthesizing content. Specifically:\n\n<example>\nContext: User is looking for academic papers on a narrow topic with specific technical criteria and needs comprehensive coverage across multiple databases.\nuser: "I need to find all papers published in the last 3 years about neural network pruning techniques for mobile devices. I need papers from at least 5 different sources."\nassistant: "I'll use the search-specialist agent to systematically search academic databases, conference proceedings, and preprint servers with optimized queries to ensure comprehensive coverage of this specific topic."\n<commentary>\nUse search-specialist when the user needs exhaustive information retrieval with multiple sources, specific quality criteria, and emphasi
- ▌ Conductor Geepers · tools-only bundleMaster orchestrator for coordinating geepers_* agents. Use this when you ne...
- ▌ Geepers Citations · tools-only bundleData validation and citation checker. Use when verifying data accuracy, che...
- ▌ Feature Researcher · tools-only bundleResearches feature requests and existing architecture documents to produce discovery context. Explores codebase patterns, identifies ambiguities, documents use scenarios, and surfaces questions for orchestrator resolution. Does NOT make technical implementation decisions.
- ▌ Discover Outcomes · tools-only bundleUse at the start of product strategy to define or refine desired outcomes and success metrics (e.g., for Opportunity Solution Trees or continuous discovery) before selecting opportunities or solutions.
- ▌ Family Management · tools-only bundleFamily relationships and household management. USE WHEN user mentions Ashley, Sullivan, family, relationship, parenting, household, or any family-related concern.
- ▌ Hello World Skill · tools-only bundleA minimal example skill demonstrating Claude Code skill structure
- ▌ Thanos Management · tools-only bundleSystem maintenance, memory queries, and pattern analysis. USE WHEN user mentions system, memory, patterns, history, past conversations, what did I, or meta-level system questions.
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- ▌ Rocq Pro · tools-only bundleWrite correct Rocq code establishing proofs for theorems encoded as type specifications.
- ▌ Photorealisticart · tools-only bundleGenerate stunning photorealistic images using advanced AI models. Covers portrait photography, landscapes, product shots, architecture, and cinematic scenes. Includes prompting techniques for lighting, composition, and camera settings. USE WHEN user says 'photorealistic', 'photo realistic', 'realistic image', 'stunning photo', 'cinematic', 'portrait photo', 'product photography', 'landscape photo', 'hyper realistic', 'professional photo', or needs high-quality realistic image generation.
- ▌ Shippinglogistics · tools-only bundleUK, US, and Canadian shipping, logistics, customs, duties, and tariff expert with automotive commodity code expertise. Covers import/export documentation, HS/HTS codes, rules of origin, FTAs, and landed cost calculations. USE WHEN user says 'shipping', 'customs', 'tariff', 'duty', 'import', 'export', 'HS code', 'HTS code', 'commodity code', 'landed cost', 'incoterms', 'customs broker', 'freight', 'logistics', 'rules of origin', 'CUSMA', 'USMCA', 'TCA', or needs help with international trade compliance.
- ▌ Unit Test Caching · tools-only bundleUnit tests for caching behavior using Spring Cache annotations (@Cacheable, @CachePut, @CacheEvict). Use when validating cache configuration and cache hit/miss scenarios.
- ▌ Business Analyst · tools-only bundleUse when analyzing business processes, gathering requirements from stakeholders, or identifying process improvement opportunities to drive operational efficiency and measurable business value. Specifically:\n\n<example>\nContext: A company needs to understand their customer onboarding process to identify where customers are dropping off. Management wants data-driven insights on bottlenecks.\nuser: "We're losing customers during onboarding. Can you analyze our current process and recommend improvements?"\nassistant: "I'll conduct a comprehensive business analysis of your onboarding process. I'll map current workflows, interview stakeholders, analyze conversion data, identify bottlenecks, and deliver specific recommendations with projected ROI for each improvement."\n<commentary>\nUse the business-analyst when you need to understand current business processes, gather requirements through stakeholder engagement, and identify data-driven improvement opportunities. This is different from project-manager who focuse
- ▌ Typo3 Powermail Conditions · tools-only bundleConditional field and page visibility for TYPO3 Powermail forms using powermail_cond. AJAX-based dynamic show/hide of fields and fieldsets based on user input with 10 comparison operators.
- ▌ Technical Design Doc Creator · tools-only bundleCreates comprehensive Technical Design Documents (TDD) following industry standards with mandatory sections, optional sections, and interactive gathering of missing information.
- ▌ Security Engineer · tools-only bundleSecurity infrastructure and compliance specialist. Use PROACTIVELY for security architecture, compliance frameworks, vulnerability management, security automation, and incident response.
- ▌ Swap Execution · tools-only bundleExecute resident-requested swaps with safety checks, audit trails, rollback capabilities, and escalation procedures. Use when processing swap requests, validating against constraints, or managing swap lifecycle including rollbacks.
- ▌ Image Files · tools-only bundleImage manipulation using ImageMagick command-line tools for resizing, converting, optimizing, and batch processing
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- ▌ Memory Scout · tools-only bundleSearch .flow/memory/ for entries relevant to the current task or request.
- ▌ Deploy · tools-only bundleExecutes Azure deployments using generated Bicep templates. Runs deploy.ps1 scripts, performs what-if analysis, and manages deployment lifecycle. Step 6 of the 7-step agentic workflow.
- ▌ Product Onboarding · tools-only bundleWhen the user wants to design or improve new user onboarding -- including product tours, checklists, empty states, welcome flows, or progressive disclosure. Also use when the user says "first-run experience," "onboarding flow," "getting started," "stalled users," or "onboarding drop-off." For activation metrics, see activation-metrics. For signup optimization, see signup-flow-cro.
- ▌ Engagement Loops · tools-only bundleWhen the user wants to design engagement loops that drive repeated product usage -- including notification strategy, habit formation, or re-engagement triggers. Also use when the user says "DAU/MAU," "habit loop," "trigger action reward," "engagement framework," or "how to bring users back." For retention analysis, see retention-analysis. For feature adoption, see feature-adoption.
- ▌ User Segmentation · tools-only bundleWhen the user wants to segment users for personalized experiences -- including behavioral cohorts, engagement scoring, churn risk scoring, or ICP refinement. Also use when the user says "user segments," "cohort analysis," "power users," "at-risk users," "RFM analysis," or "user scoring." For product-led sales, see product-led-sales. For retention, see retention-analysis.
- ▌ Retention Analysis · tools-only bundleWhen the user wants to analyze, diagnose, or improve user retention -- including cohort analysis, churn prediction, engagement scoring, or resurrection campaigns. Also use when the user says "retention rate," "churn rate," "cohort analysis," "why are users churning," "NRR," or "how to reduce churn." For engagement loops, see engagement-loops. For activation, see activation-metrics.
- ▌ Growth Experimentation · tools-only bundleWhen the user wants to design, prioritize, or analyze growth experiments -- including A/B tests, hypothesis frameworks, ICE/RICE scoring, or growth sprints. Also use when the user says "A/B test," "experiment design," "growth sprint," "experiment prioritization," or "statistical significance." For analytics setup, see product-analytics. For growth modeling, see growth-modeling.
- ▌ Exploring Data · tools-only bundleExploratory data analysis using ydata-profiling. Use when users upload .csv/.xlsx/.json/.parquet files or request "explore data", "analyze dataset", "EDA", "profile data". Generates interactive HTML or JSON reports with statistics, visualizations, correlations, and quality alerts.
- ▌ Tikz Flowchart · tools-only bundleCreates professional TikZ flowcharts with a standardized style (Google Material-like colors, node shapes, and layout).
- ▌ Trend Analyst · tools-only bundleUse when analyzing emerging patterns, predicting industry shifts, or developing future scenarios to inform strategic planning and competitive positioning. Specifically:\n\n<example>\nContext: A software company wants to understand how their market will evolve over the next 3-5 years to guide product investment decisions.\nuser: "Our board is asking where the software development market is headed. What trends should we capitalize on to stay competitive?"\nassistant: "I'll conduct a comprehensive trend analysis scanning technology signals, patent filings, research publications, and industry reports. I'll identify 5-7 major emerging trends like AI-assisted development, low-code platforms, and cloud-native architecture. For each trend, I'll assess adoption curves, competitive impact, market opportunity size, and timing for strategic positioning. I'll deliver scenarios showing different market evolution paths with recommended investments for each."\n<commentary>\nUse trend-analyst when leadership needs to make str
- ▌ Flow Gap Analyst · tools-only bundleMap user flows, edge cases, and missing requirements from a brief spec.
- ▌ Bicep Code · tools-only bundleExpert Azure Bicep Infrastructure as Code specialist that creates near-production-ready Bicep templates following best practices and Azure Verified Modules standards. Validates, tests, and ensures code quality.
- ▌ AI Agent Create · tools-only bundleCreate a new specialized AI agent with custom tools, handoff rules, and specific expertise for your multi-agent system
- ▌ AI Agents Setup · tools-only bundleInitialize a multi-agent orchestration project with AI SDK v5 agents,...
- ▌ Geepers Janitor · tools-only bundleAggressive cleanup and maintenance agent. Use when projects have accumulate...
- ▌ Geepers Scalpel · tools-only bundleAgent for precise, surgical code modifications in complex or large files
- ▌ Flashloan Agent · tools-only bundleFlash loan strategy simulator and DeFi protocol arbitrage specialist
- ▌ Overnight Setup · tools-only bundleSetup overnight development with Git hooks for autonomous TDD sessions
- ▌ Agent Installer · tools-only bundleUse this agent when the user wants to discover, browse, or install Claude Code agents from the awesome-claude-code-subagents repository. Specifically:\n\n<example>\nContext: User is new to Claude Code and wants to explore available agents for their project.\nuser: "Show me what agents are available for Python development"\nassistant: "I'll use the agent-installer to browse the Python-related agents in the awesome-claude-code-subagents repository."\n<commentary>\nWhen users need to discover agents that match their tech stack or use case, invoke the agent-installer to search and display matching agents from the community collection.\n</commentary>\n</example>\n\n<example>\nContext: User has identified an agent they want to add to their local Claude Code setup.\nuser: "I want to install the javascript-pro agent to my .claude/agents directory"\nassistant: "I'll use the agent-installer to download and install javascript-pro.md to your local agents folder."\n<commentary>\nWhen users explicitly request installing a
- ▌ Learning Mascot · tools-only bundleGuides users through designing a pedagogical agent (learning mascot) for their intelligent textbook, generating AI image prompts, and implementing the mascot using inline images, custom CSS admonitions, or JavaScript auto-detection.
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- ▌ Skill Architect · tools-only bundleDesign and architect Claude Code skills using combined best practices from official toolkit, community patterns, and latest API documentation. Use when user wants to "design a skill", "architect skill structure", "plan skill layout", "choose skill archetype", or needs help determining the optimal structure, progressive disclosure strategy, or token efficiency approach for a new skill.
- ▌ 5c Poc Verifier · tools-only bundleVerifies that each zeroize-audit PoC actually proves the vulnerability it claims to demonstrate. Reads PoC source code, finding details, and original source to check alignment between the PoC and the finding. Produces poc_verification.json consumed by the orchestrator.
- ▌ Worktree · tools-only bundleGit worktree automation for isolated feature development. Triggers on: '/worktree create', '/worktree list', '/worktree remove'. Creates isolated working directories with automatic setup.
- ▌ Jsharpener · tools-only bundleJavaScript/TypeScript static analysis tool for call graphs, unused code detection (tree shaking), dependency analysis, and circular dependency detection
- ▌ Tag Agent · tools-only bundleObsidian tag taxonomy specialist. Use PROACTIVELY for normalizing and hierarchically organizing tag taxonomy, consolidating duplicates, and maintaining consistent tagging.
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- ▌ Convening Experts · tools-only bundleConvenes expert panels for problem-solving. Use when user mentions panel, experts, multiple perspectives, MECE, DMAIC, RAPID, Six Sigma, root cause analysis, strategic decisions, or process improvement.
- ▌ Marketing Skills Psychology · tools-only bundle70+ marketing mental models and psychological principles for persuasion and conversion.
- ▌ Extracting Keywords · tools-only bundleExtract keywords from documents using YAKE algorithm with support for 34 languages (Arabic to Chinese). Use when users request keyword extraction, key terms, topic identification, content summarization, or document analysis. Includes domain-specific stopwords for AI/ML and life sciences. Optional deeper extraction mode (n=2+n=3 combined) for comprehensive coverage.
- ▌ Reviewing AI Papers · tools-only bundleAnalyze AI/ML technical content (papers, articles, blog posts) and extract actionable insights filtered through enterprise AI engineering lens. Use when user provides URL/document for AI/ML content analysis, asks to "review this paper", or mentions technical content in domains like RAG, embeddings, fine-tuning, prompt engineering, LLM deployment.
- ▌ Agent Canvas Setup · tools-only bundleDependency checker and installer for agent-canvas, agent-eyes, and canvas-edit skills. Use BEFORE running any canvas skill for the first time, or when canvas skills fail with import/browser errors. Triggers on "setup agent canvas", "install canvas dependencies", "canvas not working", "playwright not found", or any setup/installation request for canvas skills.
- ▌ Fine Tuning Expert · tools-only bundleUse when fine-tuning LLMs, training custom models, or optimizing model performance for specific tasks. Invoke for parameter-efficient methods, dataset preparation, or model adaptation.
- ▌ Pants Format Check · tools-only bundleRuns pants formatting, linting, and type checking on Python code, fixing issues automatically. Use when finishing implementation, before committing code, or when the user asks to format, lint, or check code quality.
- ▌ Safe File Deletion · tools-only bundleEnforces explicit user permission before any file deletion. Activates when you're about to use rm, unlink, fs.rm, or any operation that removes files from disk. MUST be followed for all delete operations.
- ▌ Sys Tracking Goals · tools-only bundleMonitors active goals against current state. Calculates gaps, scores urgency, detects at-risk goals, generates alerts. Reads goals from strategy/goals/active/, computes progress from metrics, outputs prioritized alerts and updates goal status.
- ▌ Youtube Downloader · tools-only bundleDownload YouTube videos with customizable quality and format options. Use this skill when the user asks to download, save, or grab YouTube videos. Supports various quality settings (best, 1080p, 720p, 480p, 360p), multiple formats (mp4, webm, mkv), and audio-only downloads as MP3.
- ▌ Archival · tools-only bundleArchive old database records with automated retention policies and cold...
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- ▌ Implement Caching · tools-only bundleImplement comprehensive multi-level API caching strategies with Redis, CDN,...
- ▌ Generate Contract · tools-only bundleGenerate comprehensive API contracts for consumer-driven contract testing
- ▌ Marketing Skills Copywriting · tools-only bundleMarketing copywriting for landing pages, homepages, pricing pages, and product pages.
- ▌ Security Reviewer · tools-only bundleCross-language security reviewer specializing in vulnerability detection, authentication, data exposure, and supply chain security
- ▌ Database Architect · tools-only bundleDatabase architecture and design specialist. Use PROACTIVELY for database design decisions, data modeling, scalability planning, microservices data patterns, and database technology selection.
- ▌ Incident Responder · tools-only bundleHandles production incidents with urgency and precision. Use IMMEDIATELY when production issues occur. Coordinates debugging, implements fixes, and documents post-mortems.
- ▌ Opt Researcher · tools-only bundleResearch Claude Code capabilities and produce structured optimization proposals. Spawned as a teammate in the optimization team.
- ▌ Typo3 Core Contributions Php84 · tools-only bundlePHP 8.4 patterns for TYPO3 Core contributions. Using new language features in Core patches.
- ▌ Pysam · tools-only bundleGenomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS data processing pipelines.
- ▌ Viral Loops · tools-only bundleWhen the user wants to design product-driven viral growth -- including invite mechanics, collaboration loops, embedding loops, or network effects. Also use when the user says "K-factor," "viral coefficient," "invite flow," "sharing mechanics," or "network effects." For structured referral programs, see referral-program. For growth loop design, see growth-loops.
- ▌ Growth Loops · tools-only bundleWhen the user wants to design, map, or quantitatively model growth loops -- including viral, content, paid, or sales loops. Also use when the user says "growth flywheel," "compounding growth," "loop modeling," "S-curve sequencing," or "growth engine." For viral-specific loop design, see viral-loops. For quantitative forecasting, see growth-modeling.
- ▌ Feature Adoption · tools-only bundleWhen the user wants to drive adoption of a specific feature -- including launch planning, discovery mechanisms, adoption funnels, or feature deprecation. Also use when the user says "feature launch," "feature rollout," "underused features," "feature stickiness," or "how to get users to use a feature." For in-product messaging, see in-product-messaging. For onboarding, see product-onboarding.
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- ▌ Task Worker · tools-only bundleEphemeral worker for executing a single task. Coordinates via message bus.
- ▌ Review Agent · tools-only bundleObsidian vault quality assurance specialist. Use PROACTIVELY for cross-checking enhancement work, validating consistency, and ensuring quality across the vault.
- ▌ Feature Forge · tools-only bundleUse when defining new features, gathering requirements, or writing specifications. Invoke for feature definition, requirements gathering, user stories, EARS format specs.
- ▌ Geepers Deps · tools-only bundleAgent for dependency audits, security vulnerability scanning, license com...
- ▌ Geepers Game · tools-only bundleAgent for gamification design - reward systems, engagement loops, progres...
- ▌ Am I Complete · tools-only bundleSelf-verification protocol that drives completion of testing steps to properly finish the task
- ▌ Algorithmic Art · tools-only bundleExpert in generative art, creative coding, and mathematical visualizations using p5.js and JavaScript.
- ▌ Data Scientist · tools-only bundleUse this agent when you need to analyze data patterns, build predictive models, or extract statistical insights from datasets. Invoke this agent for exploratory analysis, hypothesis testing, machine learning model development, and translating findings into business recommendations. Specifically:\n\n<example>\nContext: Product team wants to understand why customer churn increased 15% last month and identify actionable retention levers.\nuser: "We're seeing higher churn recently. Can you analyze our customer data and tell us what's driving it?"\nassistant: "I'll conduct a comprehensive exploratory analysis to identify churn patterns, then build a predictive model to rank the most influential factors. I'll deliver both statistical findings and business recommendations for retention strategies."\n<commentary>\nUse this agent when you have a business question tied to data. The agent will perform EDA, identify significant patterns, and translate statistical findings into actionable business insights backed by rigor
- ▌ Geepers Design · tools-only bundleAgent for visual design systems, typography, layout geometry, color palet...
- ▌ Code Explainer · tools-only bundleGenerate video scripts that explain your code for non-technical and...
- ▌ Typo3 Solr Frontend · tools-only bundleCustom JavaScript integration for EXT:solr search, suggest/autocomplete, and facet filtering without jQuery. Vanilla JS examples and AJAX endpoints for TYPO3 Fluid templates.
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- ▌ Plugin Assessor · tools-only bundleAnalyze Claude Code plugins for structural correctness, frontmatter optimization, schema compliance, and enhancement opportunities. Use when reviewing plugins before marketplace submission, auditing existing plugins, validating plugin structure, or identifying improvements. Handles large plugins with many reference files. Detects orphaned documentation, duplicate content, and missing cross-references.
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- ▌ React Specialist · tools-only bundleModern React specialist for hooks, server components, and performance
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- ▌ Vector DB Expert · tools-only bundleExpert in vector database selection, optimization, and production deployment
- ▌ Frontend Engineer · tools-only bundleThe Frontend Engineer serves as the user-facing implementation specialist in the development pipeline, transforming UX designs and technical specifications into responsive, accessible, and performant user interfaces. They bridge the gap between design vision and interactive user experiences.\n\n## Core Responsibilities\n\n### UI Component Development\n\n- Implement responsive user interface components based on UX design specifications\n- Build reusable component libraries following design system guidelines\n- Ensure cross-browser compatibility and responsive behavior across devices\n- Implement accessibility features and WCAG compliance standards\n- Optimize component performance and loading efficiency\n\n### User Experience Implementation\n\n- Implement interactive features and micro-interactions as specified in UX designs\n- Integrate animations, transitions, and visual feedback mechanisms\n- Ensure smooth user flows and navigation patterns\n- Implement form validation and user input handling\n- Optimize fo
- ▌ Mobile Developer · tools-only bundleUse this agent when building cross-platform mobile applications requiring native performance optimization, platform-specific features, and offline-first architecture. Use for React Native and Flutter projects where code sharing must exceed 80% while maintaining iOS and Android native excellence. Specifically:\n\n<example>\nContext: User is starting a new React Native project that needs to support iOS 18+ and Android 15+ with biometric authentication and offline data synchronization.\nuser: "I need to build a fitness tracking app with React Native that works offline, has Face ID/fingerprint login, and syncs data when the network returns."\nassistant: "I'll invoke the mobile-developer agent to architect a cross-platform solution with WatermelonDB for offline sync, native biometric modules via TurboModules, and optimized platform-specific UI following iOS HIG and Material Design 3."\n<commentary>\nUse the mobile-developer agent when designing new mobile applications that require native module integration, offlin