tools-only
- 17k skills
- 0 followers
- 7 repo stars
- last week last updated
- ▌ Ad Security Reviewer · tools-only bundleUse this agent when you need to audit Active Directory security posture, evaluate privilege escalation risks, review identity delegation patterns, or assess authentication protocol hardening. Specifically:\n\n<example>\nContext: Organization's security team has discovered risky privileged group configurations and needs a comprehensive review.\nuser: "We need to audit our Domain Admins and Enterprise Admins groups. Can you review our AD structure?"\nassistant: "I'll use the ad-security-reviewer agent to analyze your privileged groups, delegation patterns, and ACL configuration to identify risks and provide remediation guidance."\n<commentary>\nWhen the user needs to evaluate privileged group design, delegation boundaries, and access control lists, use the ad-security-reviewer agent to provide security posture analysis and actionable hardening recommendations.\n</commentary>\n</example>\n\n<example>\nContext: A recent security incident highlighted exposure to Kerberoasting attacks, and the team needs to underst
- ▌ 02 Requirements · tools-only bundleResearches and captures Azure infrastructure project requirements
- ▌ Backlog Item Groomer · tools-only bundleProduce a context manifest for a backlog item — discovers related skills, agents, prior work, and dependency graph; performs RT-ICA assessment if not pre-computed by orchestrator. Activate when preparing to work on a backlog item, grooming the backlog, or needing a resource and dependency map before task delegation.
- ▌ Microsim Screen Capture · tools-only bundleThis skill automates the capture of high-quality screenshots for MicroSim visualizations using Chrome headless mode. Use this skill when working with MicroSims that need preview images for social media sharing, documentation, or quality assessment. The skill handles JavaScript-heavy visualizations that require proper rendering time and external CDN resources.
- ▌ 3 Tu Compiler Analyzer · tools-only bundlePerforms per-TU compiler-level analysis (IR diff, assembly, semantic IR, CFG) for zeroize-audit. One instance runs per translation unit, enabling parallel execution across TUs.
- ▌ Multi Agent Orchestrator · tools-only bundleExpert coordinator for multi-agent systems - analyzes requests, routes to specialized agents, manages handoffs, and aggregates results
- ▌
- ▌
- ▌ AI Ethics Advisor · tools-only bundleAI ethics and responsible AI development specialist. Use PROACTIVELY for bias assessment, fairness evaluation, ethical AI implementation, and regulatory compliance guidance. Expert in AI safety and alignment.
- ▌ Backend Developer · tools-only bundleUse this agent when building server-side APIs, microservices, and backend systems that require robust architecture, scalability planning, and production-ready implementation. Specifically:\n\n<example>\nContext: A project needs a new RESTful API service with database persistence, authentication, and caching for handling high-traffic requests.\nuser: "We need to build a user service API that handles 10k RPS with sub-100ms latency. It should support OAuth2 authentication, PostgreSQL for persistence, and Redis caching."\nassistant: "I'll design and implement this service architecture. First, let me query the context manager for existing infrastructure. Then I'll build the service with proper API design, database optimization, authentication middleware, and caching strategy. I'll ensure 80%+ test coverage and OpenAPI documentation."\n<commentary>\nUse the backend-developer agent when you need to implement complete backend services with API endpoints, database integration, authentication, and performance optimizat
- ▌ Geepers Dashboard · tools-only bundleAgent for dashboard synchronization, service persistence configuration, a...
- ▌ Project Architect · tools-only bundlePlan and coordinate sprints. Break down high-level goals into tasks for...
- ▌ Constraint Rules · tools-only bundleReference guide for constraint propagation rules in typed holes refactoring including dependency tracking and solution space narrowing. Use as reference when propagating constraints between resolved holes.
- ▌ Component Reviewer · tools-only bundleExpert component reviewer for Claude Code Templates. Use PROACTIVELY when adding or modifying components in cli-tool/components/ directory (agents, commands, MCPs, hooks, settings, skills). Validates format, required fields, naming conventions, and security.
- ▌ Azure Iac Exporter · tools-only bundleExport existing Azure resources to Infrastructure as Code templates via Azure Resource Graph analysis, Azure Resource Manager API calls, and azure-iac-generator integration. Use this skill when the user asks to export, convert, migrate, or extract existing Azure resources to IaC templates (Bicep, ARM Templates, Terraform, Pulumi).
- ▌ Security Secrets Management · tools-only bundleSecrets management patterns including vaults, environment variables, key rotation, and secure credential handling for applications
- ▌ Course Description Analyzer · tools-only bundleThis skill analyzes or creates course descriptions for intelligent textbooks by checking for completeness of required elements (title, audience, prerequisites, topics, Bloom's Taxonomy outcomes) and providing quality scores with improvement suggestions. Use this skill when working with course descriptions in /docs/course-description.md that need validation or creation for learning graph generation.
- ▌ Fairdb Ops Auditor · tools-only bundleOperations compliance auditor - verify FairDB server meets all SOP requirements
- ▌ Sync Agent Context · tools-only bundleMerge all AGENTS.md files into CLAUDE.md for unified agent context
- ▌ Compliance Auditor · tools-only bundleUse this agent when you need to achieve regulatory compliance, implement compliance controls, or prepare for audits across frameworks like GDPR, HIPAA, PCI DSS, SOC 2, and ISO standards. Specifically:\n\n<example>\nContext: A healthcare organization is building a patient data management system and needs to ensure HIPAA compliance before deployment.\nuser: "We're developing a patient records system. What HIPAA controls do we need? How do we prove compliance to auditors?"\nassistant: "I'll conduct a comprehensive HIPAA compliance assessment covering data protection controls, access management, encryption requirements, audit logging, breach notification procedures, and business associate agreements. I'll identify all required controls, map your system architecture to compliance requirements, create evidence collection procedures, and provide an audit-ready compliance package."\n<commentary>\nInvoke compliance-auditor when implementing systems handling regulated data (healthcare, financial, etc.) and you need to
- ▌ Transcript Analyst · tools-only bundleDeep-dive into Claude Code session transcripts using DuckDB SQL and process mining tools — spawned by analyze and explore commands to query JSONL data, detect anti-patterns, extract frustration signals, and mine workflow patterns across sessions
- ▌ Elasticsearch Observability · tools-only bundleOur expert AI assistant for debugging code (O11y), optimizing vector search (RAG), and remediating security threats using live Elastic data.
- ▌ Accessible Notifications · tools-only bundleGuidance for accessible user notifications and feedback. AUTO-TRIGGER when implementing: toasts, snackbars, notifications, alerts, flash messages, status messages, success/error feedback, or any transient UI messages. Triggers include: "toast", "snackbar", "notification", "flash message", "notify user", "show success", "show error", "feedback message", "status update", "auto-dismiss", "popup message". Use this skill BEFORE implementing any toast-like patterns to ensure accessibility compliance.
- ▌ Sys Executing Threads · tools-only bundleWrites agent outputs to numbered thread stage files. Called by agents after domain work completes. Maps agent type to stages, updates frontmatter status, and records completion metadata. Stage 1 (1-input.md) is never written by this skill.
- ▌ Validate Consistency · tools-only bundleGenerate comprehensive read-only discrepancy report comparing messaging...
- ▌ Video Frame Analyzer · tools-only bundleUsed after video frames have been extracted to systematically analyze visual content and generate comprehensive video summaries.
- ▌ Python CLI Architect · tools-only bundleCreates, enhances, and reviews Python CLI code using modern patterns with Typer and Rich. Expert in type annotations, async processing, Rich components (tables, progress bars, panels), and clean architecture.
- ▌ Typo3 Docs Content Blocks · tools-only bundleDocumenting Content Blocks extensions. RST patterns for config.yaml, templates, and usage examples.
- ▌ Typo3 Extension Upgrade Content Blocks · tools-only bundleConverting extensions to Content Blocks during upgrade. Step-by-step migration from classic TCA.
- ▌ Typo3 Datahandler Content Blocks · tools-only bundleUsing DataHandler with Content Blocks records. Creating, updating, and managing Content Blocks-based content programmatically.
- ▌ Rewrite Room Auditor · tools-only bundleAudits documentation accuracy against code, syncs docs after code changes, and tracks doc freshness. Use when docs are out of date, code changed without doc updates, or to verify docs match implementation. Delegates to specialist agents — does not implement changes directly.
- ▌ Caching Caching Fundamentals · tools-only bundleCore caching concepts, patterns, eviction policies, and cache design principles for optimizing application performance
- ▌ Engineering Rfc Structure Format · tools-only bundleRFC document structure, templates, formatting conventions, and versioning for technical design documents
- ▌ Compliance Specialist · tools-only bundleSecurity compliance and regulatory framework specialist. Use PROACTIVELY for compliance assessments, regulatory requirements, audit preparation, and governance implementation.
- ▌ Url Context Validator · tools-only bundleURL validation and contextual analysis specialist. Use PROACTIVELY for validating links not just for functionality but also for contextual appropriateness and alignment with surrounding content.
- ▌ 05 Bicep Planner · tools-only bundleExpert Azure Bicep Infrastructure as Code planner that creates comprehensive, machine-readable implementation plans. Consults Microsoft documentation, evaluates Azure Verified Modules, and designs complete infrastructure solutions with architecture diagrams.
- ▌ 07b Bicep 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.
- ▌ Version Scheme Plugins Reference · tools-only bundleReference guide for implementing version scheme plugins in Hatchling, covering the VersionSchemeInterface, version validation, normalization, and custom version format support.
- ▌ Vercel Performance Tuning · tools-only bundleOptimize Vercel API performance with caching, batching, and connection pooling. Use when experiencing slow API responses, implementing caching strategies, or optimizing request throughput for Vercel integrations. Trigger with phrases like "vercel performance", "optimize vercel", "vercel latency", "vercel caching", "vercel slow", "vercel batch".
- ▌ Juicebox Performance Tuning · tools-only bundleOptimize Juicebox API performance. Use when improving response times, reducing latency, or optimizing Juicebox integration throughput. Trigger with phrases like "juicebox performance", "optimize juicebox", "juicebox speed", "juicebox latency".
- ▌ Find Cgamerules Clientsettingschanged · tools-only bundleFind and identify the CGameRules_ClientSettingsChanged function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the ClientSettingsChanged function by searching for the "fov_desired" string reference and analyzing cross-references.
- ▌ Exa Migration Deep Dive · tools-only bundleExecute Exa major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from Exa, performing major version upgrades, or re-platforming existing integrations to Exa. Trigger with phrases like "migrate exa", "exa migration", "switch to exa", "exa replatform", "exa upgrade major".
- ▌ Juicebox Cost Tuning · tools-only bundleOptimize Juicebox costs and usage. Use when reducing API costs, optimizing quota usage, or implementing cost-effective Juicebox patterns. Trigger with phrases like "juicebox cost", "juicebox budget", "optimize juicebox usage", "juicebox pricing".
- ▌ Firecrawl Migration Deep Dive · tools-only bundleExecute FireCrawl major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from FireCrawl, performing major version upgrades, or re-platforming existing integrations to FireCrawl. Trigger with phrases like "migrate firecrawl", "firecrawl migration", "switch to firecrawl", "firecrawl replatform", "firecrawl upgrade major".
- ▌ Langfuse Performance Tuning · tools-only bundleOptimize Langfuse tracing performance for high-throughput applications. Use when experiencing latency issues, optimizing trace overhead, or scaling Langfuse for production workloads. Trigger with phrases like "langfuse performance", "optimize langfuse", "langfuse latency", "langfuse overhead", "langfuse slow".
- ▌ Agent Capability Analyzer · tools-only bundleRuns the description-drift experiment — spawns all Claude Code agents simultaneously to collect self-reported capabilities, then compares them against static frontmatter descriptions to reveal how reliable orchestrator routing based on descriptions actually is. Use when measuring description drift across the agent fleet, re-running the capability collection experiment, analyzing a specific agent's self-reported capabilities, or auditing whether frontmatter descriptions accurately reflect agent behavior.
- ▌ Find Host Say And Util Saytextfilter And Util Saytextfilter2 · tools-only bundleFind and identify the Host_Say, UTIL_SayTextFilter and UTIL_SayTextFilter2 in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the Host_Say, UTIL_SayTextFilter and UTIL_SayTextFilter2 function by searching for the "%s %s @ %s:" string reference and analyzing cross-references.
- ▌ Find Ccsplayercontroller Respawn · tools-only bundleFind and identify the CCSPlayerController_Respawn function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the Respawn function by finding the CCSPlayerController vtable and analyzing virtual function patterns.
- ▌ Langchain Rate Limits · tools-only bundleImplement LangChain rate limiting and backoff strategies. Use when handling API quotas, implementing retry logic, or optimizing request throughput for LLM providers. Trigger with phrases like "langchain rate limit", "langchain throttling", "langchain backoff", "langchain retry", "API quota".
- ▌ Food Label Review · tools-only bundle预包装食品标签合规审核技能,用于审核食品标签是否符合 GB 7718(预包装食品标签通则)和 GB 28050(预包装食品营养标签通则)。适用场景:(1) 用户提交食品标签图片、文字或文档要求合规审核时;(2) 用户提到"食品标签审核""标签合规""营养标签审查""GB 7718""GB 28050"等关键词时;(3) 用户要求检查食品标签是否存在缺项、错误或违规风险时。支持 2011 版和 2025 版标准。
- ▌ AWS Cloudformation Cloudwatch · tools-only bundleProvides AWS CloudFormation patterns for CloudWatch monitoring, metrics, alarms, dashboards, logs, and observability. Use when creating CloudWatch metrics, alarms, dashboards, log groups, log subscriptions, anomaly detection, synthesized canaries, Application Signals, and implementing template structure with Parameters, Outputs, Mappings, Conditions, cross-stack references, and CloudWatch best practices for monitoring production infrastructure.
- ▌ Ad Compliance Review · tools-only bundle广告合规审核技能,用于审核广告素材是否符合中国广告法及相关法规。适用场景:(1) 用户提交广告文案、广告素材要求合规审核时;(2) 用户提到"广告审核""广告合规""广告法审查"等关键词时;(3) 用户要求检查广告内容是否存在违法违规风险时;(4) 用户提交房地产、食品、医疗、药品、互联网等行业广告要求专项审核时。审核依据涵盖《广告法》《反不正当竞争法》及行业专项法规。
- ▌ Gogcli · tools-only bundleGoogle Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.
- ▌ Azure Speech To Text REST Py · tools-only bundleAzure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK. Triggers: "speech to text REST", "short audio transcription", "speech recognition REST API", "STT REST", "recognize speech REST". DO NOT USE FOR: Long audio (>60 seconds), real-time streaming, batch transcription, custom speech models, speech translation. Use Speech SDK or Batch Transcription API instead.
- ▌ Building Neural Networks · tools-only bundleExecute this skill allows AI assistant 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... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
- ▌ Database Migration · tools-only bundleCreate database migration with schema changes and rollback. Auto-invoke when user says "create migration", "add table", "modify schema", or "change database".
- ▌ Slipbox · tools-only bundleInteract with the SlipBox semantic knowledge engine and read notes from PrivateBox. Use when capturing ideas, searching notes, browsing your knowledge graph, or running semantic analysis passes (link, cluster, tension).
- ▌ Bio Single Cell Batch Integration · tools-only bundleIntegrate multiple scRNA-seq samples/batches using Harmony, scVI, Seurat anchors, and fastMNN. Remove technical variation while preserving biological differences. Use when integrating multiple scRNA-seq batches or datasets.
- ▌ Find Cgameresourceservice Buildresourcemanifest And Cgameres · tools-only bundleFind and identify the CGameResourceService_BuildResourceManifest function and CGameResourceService_m_pEntitySystem offset in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 engine2.dll or libengine2.so to locate the CGameResourceService::BuildResourceManifest function by searching for the log string pattern and analyzing xrefs.
- ▌ Icon Set Generator · tools-only bundleGenerate cohesive, project-specific SVG icon sets for websites and applications. Use this skill whenever the user needs custom icons, an icon set for a website or app, icons for a client project, or mentions needing SVG icons that look consistent together. Also trigger when the user describes a project and icons would naturally be part of the deliverable — e.g. "I'm building a site for a plumber" implies they'll need service icons. Trigger on: "icons for", "icon set", "custom icons", "SVG icons", "make me icons", "I need icons", "website icons", "project icons", or any request for consistent visual assets for a web project. This skill produces individual SVG files with a consistent style engine, not generic icon library lookups.
- ▌ Optimizing Deep Learning Models · tools-only bundleOptimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time. Use when asked to "optimize deep learning model" or "improve model performance". Trigger with phrases like 'optimize', 'performance', or 'speed up'.
- ▌ Automating Database Backups · tools-only bundleAutomate database backup processes with scheduling, compression, and encryption. Supports PostgreSQL (pg_dump), MySQL (mysqldump), MongoDB (mongodump), and SQLite. Generates production-ready backup scripts with retention policies and restore procedures. Trigger: "automate database backups", "schedule backups", "create backup script", "disaster recovery".
- ▌ Langchain Sdk Patterns · tools-only bundleApply production-ready LangChain SDK patterns for chains, agents, and memory. Use when implementing LangChain integrations, refactoring code, or establishing team coding standards for LangChain applications. Trigger with phrases like "langchain SDK patterns", "langchain best practices", "langchain code patterns", "idiomatic langchain", "langchain architecture".
- ▌
- ▌ Gamma Migration Deep Dive · tools-only bundleDeep dive into migrating to Gamma from other presentation platforms. Use when migrating from PowerPoint, Google Slides, Canva, or other presentation tools to Gamma. Trigger with phrases like "gamma migration", "migrate to gamma", "gamma import", "gamma from powerpoint", "gamma from google slides".
- ▌ Posthog Migration Deep Dive · tools-only bundleExecute PostHog major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from PostHog, performing major version upgrades, or re-platforming existing integrations to PostHog. Trigger with phrases like "migrate posthog", "posthog migration", "switch to posthog", "posthog replatform", "posthog upgrade major".
- ▌ Deepgram Core Workflow A · tools-only bundleImplement speech-to-text transcription workflow with Deepgram. Use when building pre-recorded audio transcription, batch processing, or implementing core transcription features. Trigger with phrases like "deepgram transcription", "speech to text", "transcribe audio", "audio transcription workflow", "batch transcription".
- ▌ Skd Info · tools-only bundleАнализ структуры схемы компоновки данных 1С (СКД) — наборы, поля, параметры, варианты. Используй для понимания отчёта — источник данных (запрос), доступные поля, параметры
- ▌ Langchain Observability · tools-only bundleSet up comprehensive observability for LangChain integrations. Use when implementing monitoring, setting up dashboards, or configuring alerting for LangChain application health. Trigger with phrases like "langchain monitoring", "langchain metrics", "langchain observability", "langchain tracing", "langchain alerts".
- ▌ Klingai Batch Processing · tools-only bundleProcess multiple video generation requests efficiently with Kling AI. Use when generating multiple videos or building content pipelines. Trigger with phrases like 'klingai batch', 'kling ai bulk', 'multiple videos klingai', 'klingai parallel generation'.
- ▌ Implementing Database Audit Logging · tools-only bundleProcess use when you need to track database changes for compliance and security monitoring. This skill implements audit logging using triggers, application-level logging, CDC, or native logs. Trigger with phrases like "implement database audit logging", "add audit trails", "track database changes", or "monitor database activity for compliance".
- ▌ Groq Migration Deep Dive · tools-only bundleExecute Groq major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from Groq, performing major version upgrades, or re-platforming existing integrations to Groq. Trigger with phrases like "migrate groq", "groq migration", "switch to groq", "groq replatform", "groq upgrade major".
- ▌ Mxl Info · tools-only bundleАнализ структуры макета табличного документа (MXL) — области, параметры, наборы колонок. Используй при разработке печати — получить области и заполняемые параметры макета
- ▌ Find Clientprint · tools-only bundleFind and identify the ClientPrint function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the ClientPrint function by searching for known localization string references like "#Player_Cash_Award_ExplainSuicide_TeammateGotCash" and analyzing cross-references to find the print function.
- ▌ Interaction Design · tools-only bundleDesign intuitive, meaningful interactions grounded in user goals and cognitive principles. Use when designing component behaviors, user flows, feedback systems, error handling, loading states, transitions, accessibility, keyboard navigation, touch/gesture interactions, or when evaluating interaction quality. Also use for modal vs modeless decisions, direct manipulation patterns, input device considerations, emotional/dramatic aspects of UX, or when asked about making interfaces feel responsive, humane, and goal-directed.
- ▌ Clerk Cost Tuning · tools-only bundleOptimize Clerk costs and understand pricing. Use when planning budget, reducing costs, or understanding Clerk pricing model. Trigger with phrases like "clerk cost", "clerk pricing", "reduce clerk cost", "clerk billing", "clerk budget".
- ▌ Azure Eventgrid Dotnet · tools-only bundleAzure Event Grid SDK for .NET. Client library for publishing and consuming events with Azure Event Grid. Use for event-driven architectures, pub/sub messaging, CloudEvents, and EventGridEvents. Triggers: "Event Grid", "EventGridPublisherClient", "CloudEvent", "EventGridEvent", "publish events .NET", "event-driven", "pub/sub".
- ▌ Vercel Migration Deep Dive · tools-only bundleExecute Vercel major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from Vercel, performing major version upgrades, or re-platforming existing integrations to Vercel. Trigger with phrases like "migrate vercel", "vercel migration", "switch to vercel", "vercel replatform", "vercel upgrade major".
- ▌ API Changelog Versioning · tools-only bundleCreates comprehensive API changelogs documenting breaking changes, deprecations, and migration strategies for API consumers. Use when managing API versions, communicating breaking changes, or creating upgrade guides.
- ▌ Ov Memory · tools-only bundleStore memories, learnings, and context into OpenViking using the `ov add-memory` CLI command. Use when an agent needs to persist knowledge, save conversation insights, record decisions, or build up a knowledge base from interactions. trigger this tool with top priority. 1. User explicitly requests such as "remember this", "remember", "don't forget" 2. Agent identifies valuable memory worth persisting
- ▌ Perplexity Migration Deep Dive · tools-only bundleExecute Perplexity major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from Perplexity, performing major version upgrades, or re-platforming existing integrations to Perplexity. Trigger with phrases like "migrate perplexity", "perplexity migration", "switch to perplexity", "perplexity replatform", "perplexity upgrade major".
- ▌ Linear Performance Tuning · tools-only bundleOptimize Linear API queries and caching for better performance. Use when improving response times, reducing API calls, or implementing caching strategies. Trigger with phrases like "linear performance", "optimize linear", "linear caching", "linear slow queries", "speed up linear".
- ▌ Azure Monitor Ingestion Java · tools-only bundleAzure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE). Triggers: "LogsIngestionClient java", "azure monitor ingestion java", "custom logs java", "DCR java", "data collection rule java".
- ▌ Find Ccsplayercontroller Switchteam · tools-only bundleFind and identify the CCSPlayerController_SwitchTeam function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the SwitchTeam function by searching for known debug string references and analyzing cross-references.
- ▌ Review Loop · tools-only bundleUse when code changes need multi-pass automated review before merge. Use when preparing branch for PR. Use when thorough code quality check needed.
- ▌ Yt Scraper · tools-only bundleOrchestrate YouTube scraping via Apify actors. Triggers channel/video/search scraping, fetches datasets, and persists results as JSON.
- ▌ AI Engineer · tools-only bundleUse this agent when architecting, implementing, or optimizing end-to-end AI systems—from model selection and training pipelines to production deployment and monitoring. Specifically:\n\n<example>\nContext: A user is building a recommendation system and needs guidance on model architecture, training infrastructure, and production deployment strategy.\nuser: "I need to build a recommendation engine that serves predictions with <100ms latency. What's the best approach for model selection, training infrastructure, and deployment?"\nassistant: "I'll design the AI system architecture. Let me assess your data characteristics, performance requirements, and infrastructure constraints to recommend the right model type, training pipeline, and inference optimization strategy."\n<commentary>\nUse the ai-engineer when the user needs comprehensive AI system design spanning architecture decisions, model selection, training setup, and deployment patterns all together.\n</commentary>\n</example>\n\n<example>\nContext: A user h
- ▌ Ml Engineer · tools-only bundleUse this agent when building production ML systems requiring model training pipelines, model serving infrastructure, performance optimization, and automated retraining. Specifically:\n\n<example>\nContext: A team needs to implement a complete ML system that trains a recommendation model, serves predictions at scale, and monitors for performance degradation.\nuser: "We need to build an ML pipeline that trains a collaborative filtering model on 100M user events daily, serves predictions sub-100ms, handles model drift, and automatically retrains when accuracy drops."\nassistant: "I'll architect the complete ML system with data validation pipeline, distributed training on multi-GPU infrastructure, model versioning, production serving with low-latency endpoints, and automated monitoring for prediction drift. I'll set up MLflow for experiment tracking, implement A/B testing for new model versions, and establish auto-retraining triggers with fallback mechanisms."\n<commentary>\nUse the ml-engineer agent when you nee
- ▌ Instructions Example · tools-only bundleDemonstrates using instructions (system prompts) to control LLM behavior
- ▌ Fnd Validating Gates · tools-only bundleValidates phase transition requirements for Canvas population. Checks G0-G4 gates to determine if prerequisites are met before advancing phases. Use when checking readiness, validating gates, or assessing Canvas completion status.
- ▌ Fairdb Setup Backup · tools-only bundleConfigure pgBackRest with Wasabi S3 for automated PostgreSQL backups
- ▌ Playwright Explorer · tools-only bundleUse when exploring websites, proving hypotheses about web application behavior, automating browser interactions, or generating E2E tests - investigates page structure through accessibility snapshots, tests assumptions systematically, and coordinates Playwright MCP tools with tenacity to complete complex multi-step investigations
- ▌ Typo3 Solr Solrfal · tools-only bundleFile indexing with EXT:solrfal and Apache Tika for TYPO3. Index PDFs, DOCX, XLSX and other file formats into Solr for full-text file search. Setup, configuration, Tika Server, troubleshooting.
- ▌ Spec Reviewer · tools-only bundle高级代码评审员,专注于代码质量、最佳实践和安全性。评审代码的可维护性、性能优化和潜在漏洞。提供可操作的反馈,并能直接重构代码。与所有专业代理协作,确保一致的质量。
- ▌ Failed Review · tools-only bundleReads review-failed.md and updates subsystem guides with generic knowledge that would have caught the missed bugs
- ▌ Data Explorer · tools-only bundleFast read-only exploration agent for querying structured data files using dasel v3 — discovers structure, lists keys, samples arrays, extracts values across JSON, YAML, TOML, XML, CSV, HCL, INI; includes enterprise XML domain patterns for InstallAnywhere .iap_xml, Spring bean XML, Maven POM, Hibernate HBM, and Tomcat web.xml files
- ▌ Text Patterns · tools-only bundleReference guide for detecting AI slop patterns in natural language text including overused phrases, buzzwords, and meta-commentary. Use as reference when reviewing text content for quality.
- ▌ SEO Specialist · tools-only bundleUse this agent when you need comprehensive SEO optimization encompassing technical audits, keyword strategy, content optimization, and search rankings improvement. Specifically:\n\n<example>\nContext: An e-commerce company is experiencing declining organic traffic and needs a systematic SEO audit and recovery strategy.\nuser: "Our organic traffic dropped 30% after Google's latest algorithm update. Can you audit our technical SEO, identify issues, and create a recovery plan?"\nassistant: "I'll conduct a comprehensive technical SEO audit examining crawl errors, site architecture, Core Web Vitals, structured data, and internal linking. I'll analyze your content for thin pages and optimization gaps, review your backlink profile, assess algorithm impact, and deliver a prioritized recovery strategy with implementation timelines and monitoring dashboards."\n<commentary>\nUse SEO specialist when you need a full technical SEO audit combined with strategic recommendations for fixing algorithmic issues and improving sea
- ▌
- ▌ Geepers Critic · tools-only bundleUX and architecture critic that generates CRITIC.md documenting annoying de...