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1. ▌
   Task Worker 2 · tools-only bundle

   Execute a single task from the plan. Used for parallel execution.
   7 repo stars
2. ▌
   SEO Content 2 · tools-only bundle

   Content quality reviewer. Evaluates E-E-A-T signals, readability, content depth, AI citation readiness, and thin content detection.
   7 repo stars
3. ▌
   SEO Sitemap 2 · tools-only bundle

   Sitemap architect. Validates XML sitemaps, generates new ones with industry templates, and enforces quality gates for location pages.
   7 repo stars
4. ▌
   Diagram 2 · tools-only bundle

   Generates Python architecture diagrams for Azure infrastructure using the 'diagrams' library by mingrammer. Creates version-controlled, reproducible architecture visualizations as PNG images. Supports Azure architectures, business process flows, ERD diagrams, timelines, and wireframes.
   7 repo stars
5. ▌
   Scrum Master 2 · tools-only bundle

   Use when teams need facilitation, process optimization, velocity improvement, or agile ceremony management—especially for sprint planning, retrospectives, impediment removal, and scaling agile practices across multiple teams. Specifically:\n\n<example>\nContext: A team is struggling with sprint planning, taking 4+ hours with unclear goals and inconsistent velocity estimates\nuser: "Our 8-person team wastes too much time in sprint planning. Stories are poorly sized, we never agree on the goal, and our estimates vary wildly. Velocity bounces between 20-60 points each sprint."\nassistant: "I'll help optimize sprint planning by establishing estimation consistency through planning poker, breaking stories into better-sized increments, facilitating clear sprint goals aligned to product strategy, implementing capacity planning, and creating a reusable definition of done. This should reduce planning time to 1.5 hours and stabilize velocity."\n<commentary>\nInvoke scrum-master when a team's ceremonies are inefficient,
   7 repo stars
6. ▌
   Loop Planner 2 · tools-only bundle

   Creates execution plan with DAG from specification. Evaluate-Loop Step 1.
   7 repo stars
7. ▌
   Loop Planner 3 · tools-only bundle

   Create execution plan from specification. Evaluate-Loop Step 1.
   7 repo stars
8. ▌
   React Specialist 2 · tools-only bundle

   Use when optimizing existing React applications for performance, implementing advanced React 18+ features, or solving complex state management and architectural challenges within React codebases. Specifically: <example> Context: Production React app experiencing performance degradation with 8 custom hooks per component, large bundle size, and memory leaks user: "Our React dashboard is slow. Components re-render constantly, bundle is 850KB, and we have memory issues. Using 8 custom hooks in some places. How do we optimize?" assistant: "I'll analyze your component architecture and profiling data to identify unnecessary re-renders, implement useMemo/useCallback strategically, refactor hook composition to reduce overhead, implement code splitting for lazy loading, optimize state management, and set up Performance Observer for continuous monitoring. Let me first review your current components and profiling metrics." <commentary> Use react-specialist when you have existing React applications with performance proble
   7 repo stars
9. ▌
   Csharp Developer 2 · tools-only bundle

   Use this agent when building ASP.NET Core web APIs, cloud-native .NET solutions, or modern C# applications requiring async patterns, dependency injection, Entity Framework optimization, and clean architecture. Specifically:\n\n<example>\nContext: Building a production ASP.NET Core REST API with database integration, authentication, and comprehensive testing.\nuser: "I need to create an ASP.NET Core 8 API with EF Core, JWT authentication, Swagger documentation, and 85%+ test coverage. Should follow clean architecture."\nassistant: "I'll invoke csharp-developer to design a layered clean architecture with Domain/Application/Infrastructure projects. Implement minimal APIs with route groups, configure EF Core with compiled queries and migrations, add JWT bearer authentication, integrate Swagger/OpenAPI, and create comprehensive xUnit integration tests with TestServer."\n<commentary>\nUse csharp-developer when building production ASP.NET Core web applications needing proper architectural structure, async database a
   7 repo stars
10. ▌
    Embedded Systems 2 · tools-only bundle

    Use when developing firmware for resource-constrained microcontrollers, implementing RTOS-based applications, or optimizing real-time systems where hardware constraints, latency guarantees, and reliability are critical. Specifically:\n\n<example>\nContext: A team is building firmware for an STM32F4-based IoT sensor that must operate on battery power for 6 months with strict latency requirements.\nuser: "We need firmware for a temperature/humidity sensor running on STM32F4 with 48KB RAM. Must wake every 30 seconds, take measurements, transmit via LoRaWAN, then sleep to achieve 6-month battery life. Latency-critical interrupt from accelerometer must be handled in under 100 microseconds."\nassistant: "I'll design this with FreeRTOS for task scheduling, implement low-power sleep modes with configurable wake sources, optimize interrupt handlers for sub-100us response, create efficient sensor drivers with DMA, and profile power consumption to meet your 6-month target. I'll include watchdog protection and robust err
    7 repo stars
11. ▌
    Security Auditor 2 · tools-only bundle

    Security specialist for vulnerability detection, secure coding review, and security hardening. Use PROACTIVELY when handling authentication, authorization, encryption, secrets, credentials, OAuth, JWT, CORS, headers, user input, API keys, or sensitive data. Checks for OWASP Top 10 and common vulnerabilities.
    7 repo stars
12. ▌
    Research Curator 2 · tools-only bundle

    Research and document a single tool, library, or resource into a structured research entry. Gathers information from primary sources using MCP tools and gh CLI. Creates comprehensive markdown entries following the standard template. Works standalone or orchestrated by the /research-curator skill.
    7 repo stars
13. ▌
    Context Gathering 2 · tools-only bundle

    Use when creating a new task OR when starting/switching to a task that lacks a context manifest. ALWAYS provide the task file path so the agent can read it and update it directly with the context manifest. Skip if task file already contains "Context Manifest" section.
    7 repo stars
14. ▌
    Doc Drift Auditor 2 · tools-only bundle

    Verify documentation accuracy against implementation using git forensics and code analysis with file paths, line numbers, and commit SHAs. Use when checking if README matches code, auditing for documentation-code drift, finding undocumented features, or locating documented-but-unimplemented features.
    7 repo stars
15. ▌
    Google Cloud Agent Sdk Master 2 · tools-only bundle

    Automatic activation for all google cloud agent development kit (adk) Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
    7 repo stars
16. ▌
    Adk Engineer 2 · tools-only bundle

    Software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation. Use when asked to "build ADK agent", "create agent code", or "engineer ADK application". Trigger with relevant phrases based on skill purpose.
    7 repo stars
17. ▌
    Firebase Vertex AI 2 · tools-only bundle

    Firebase platform expert with Vertex AI Gemini integration for Authentication, Firestore, Storage, Functions, Hosting, and AI-powered features. Use when asked to "setup firebase", "deploy to firebase", or "integrate vertex ai with firebase". Trigger with relevant phrases based on skill purpose.
    7 repo stars
18. ▌
    Prompt Guard 2 · tools-only bundle

    577+ pattern prompt injection defense. Now with typo-tolerant bypass detection. TieredPatternLoader fully operational. Drop-in defense for any LLM application.
    7 repo stars
19. ▌
    Plugin Creator 2 · tools-only bundle

    Automatically creates new Claude Code plugins with proper structure, validation, and marketplace integration when user mentions creating a plugin, new plugin, or plugin from template. Specific to claude-code-plugins repository workflow.
    7 repo stars
20. ▌
    Prompt Guard 3 · tools-only bundle

    577+ pattern prompt injection defense with optional API for early-access and premium patterns. Tiered loading, hash cache, 11 SHIELD categories, 10 languages.
    7 repo stars
21. ▌
    Windows Privilege Escalation · tools-only bundle

    This skill should be used when the user asks to "escalate privileges on Windows," "find Windows privesc vectors," "enumerate Windows for privilege escalation," "exploit Windows miscon...
    7 repo stars
22. ▌
    Sf AI Agentscript 2 · tools-only bundle

    Agent Script DSL development skill for Salesforce Agentforce. Enables writing deterministic agents in a single .agent file with FSM architecture, instruction resolution, and hybrid reasoning. Covers syntax, debugging, testing, and CLI deployment.
    7 repo stars
23. ▌
    Prompt Improver 2 · tools-only bundle

    Transform vague prompts into rich, structured prompts with automatic fallback
    7 repo stars
24. ▌
    Prompt Guard 4 · tools-only bundle

    600+ pattern AI agent security defense covering prompt injection, supply chain injection, memory poisoning, action gate bypass, unicode steganography, and cascade amplification. Optional API for early-access and premium patterns. Tiered loading, hash cache, 11 SHIELD categories, 10 languages.
    7 repo stars
25. ▌
    Sf AI Agentscript 3 · tools-only bundle

    Agent Script DSL development skill for Salesforce Agentforce. Enables writing deterministic agents in a single .agent file with FSM architecture, instruction resolution, and hybrid reasoning. Covers syntax, debugging, testing, and CLI deployment.
    7 repo stars
26. ▌
    Shadcn UI 4 · tools-only bundle

    shadcn/ui component patterns with Radix primitives and Tailwind styling. Use when building UI components, using CVA variants, implementing compound components, or styling with data-slot attributes. Triggers on shadcn, cva, cn(), data-slot, Radix, Button, Card, Dialog, VariantProps.
    7 repo stars
27. ▌
    CLI Tools 2 · tools-only bundle

    CLI tool management and auto-installation. Use when commands fail with 'command not found', installing tools, or checking project environments.
    7 repo stars
28. ▌
    Bio Clip Seq Binding Site Annotation 2 · tools-only bundle

    Annotate CLIP-seq binding sites to genomic features including 3'UTR, 5'UTR, CDS, introns, and ncRNAs. Use when characterizing where an RBP binds in transcripts.
    7 repo stars
29. ▌
    Checkpoint 2 · tools-only bundle

    Use when ending a work session to preserve progress. Captures session state, updates tracking, and prepares handoff notes for context recovery.
    7 repo stars
30. ▌
    Sf AI Agentscript 4 · tools-only bundle

    Agent Script DSL development skill for Salesforce Agentforce. Enables writing deterministic agents in a single .agent file with FSM architecture, instruction resolution, and hybrid reasoning. Covers syntax, debugging, testing, and CLI deployment.
    7 repo stars
31. ▌
    Using Gh CLI 2 · tools-only bundle

    Guides usage of the GitHub CLI (gh) for interacting with GitHub repositories, PRs, issues, and API. Use when working with GitHub resources instead of WebFetch or curl.
    7 repo stars
32. ▌
    YAML Master 2 · tools-only bundle

    Execute proactive YAML intelligence: automatically activates when working with YAML files. Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
    7 repo stars
33. ▌
    Github Operations 2 · tools-only bundle

    Handles GitHub issues, pull requests, repositories, Actions, releases, and API tasks using MCP-first workflows with gh CLI fallback for advanced operations.
    7 repo stars
34. ▌
    Sf AI Agentscript 5 · tools-only bundle

    Agent Script DSL development skill for Salesforce Agentforce. Enables writing deterministic agents in a single .agent file with FSM architecture, instruction resolution, and hybrid reasoning. Covers syntax, debugging, testing, and CLI deployment.
    7 repo stars
35. ▌
    Sf AI Agentscript 6 · tools-only bundle

    Agent Script DSL development skill for Salesforce Agentforce. Enables writing deterministic agents in a single .agent file with FSM architecture, instruction resolution, and hybrid reasoning. Covers syntax, debugging, testing, and CLI deployment.
    7 repo stars
36. ▌
    Sf AI Agentscript 7 · tools-only bundle

    Agent Script DSL development skill for Salesforce Agentforce. Enables writing deterministic agents in a single .agent file with FSM architecture, instruction resolution, and hybrid reasoning. Covers syntax, debugging, testing, and CLI deployment.
    7 repo stars
37. ▌
    Building Dbt Semantic Layer 3 · tools-only bundle

    Use when creating or modifying dbt Semantic Layer components — semantic models, metrics, dimensions, entities, measures, or time spines. Covers MetricFlow configuration, metric types (simple, derived, cumulative, ratio, conversion), and validation for both latest and legacy YAML specs.
    7 repo stars
38. ▌
    Langfuse Observability 2 · tools-only bundle

    Set up comprehensive observability for Langfuse with metrics, dashboards, and alerts. Use when implementing monitoring for LLM operations, setting up dashboards, or configuring alerting for Langfuse integration health. Trigger with phrases like "langfuse monitoring", "langfuse metrics", "langfuse observability", "monitor langfuse", "langfuse alerts", "langfuse dashboard".
    7 repo stars
39. ▌
    Prompt Guard 5 · tools-only bundle

    Token-optimized prompt injection defense. 70% token reduction via tiered pattern loading, 90% reduction for repeated requests via hash cache. 500+ patterns, 11 SHIELD categories, 10 language support.
    7 repo stars
40. ▌
    Authoring Dags 2 · tools-only bundle

    Workflow and best practices for writing Apache Airflow DAGs. Use when the user wants to create a new DAG, write pipeline code, or asks about DAG patterns and conventions. For testing and debugging DAGs, see the testing-dags skill.
    7 repo stars
41. ▌
    Privilege Escalation Methods · tools-only bundle

    This skill should be used when the user asks to "escalate privileges", "get root access", "become administrator", "privesc techniques", "abuse sudo", "exploit SUID binaries", "K...
    7 repo stars
42. ▌
    Github Operations 3 · tools-only bundle

    Handles GitHub issues, pull requests, repositories, Actions, releases, and API tasks using MCP-first workflows with gh CLI fallback for advanced operations.
    7 repo stars
43. ▌
    Gemini Peer Review 2 · tools-only bundle

    Get a second opinion from Gemini on code, architecture, debugging, or security. Uses direct Gemini API calls — no CLI dependencies. Trigger with 'ask gemini', 'gemini review', 'second opinion', 'peer review', or 'consult gemini'.
    7 repo stars
44. ▌
    Deployer 2 · tools-only bundle

    Deploy CCA (Continuous Clearing Auction) smart contracts using the Factory pattern. Use when user says "deploy auction", "deploy cca", "factory deployment", or wants to deploy a configured auction.
    7 repo stars
45. ▌
    Using Git Worktrees 2 · tools-only bundle

    Use when starting feature work that needs isolation from current workspace or before executing implementation plans. Creates isolated git worktrees with smart directory selection and safety verification.
    7 repo stars
46. ▌
    Sf AI Agentscript 8 · tools-only bundle

    Agent Script DSL development skill for Salesforce Agentforce. Enables writing deterministic agents in a single .agent file with FSM architecture, instruction resolution, and hybrid reasoning. Covers syntax, debugging, testing, and CLI deployment.
    7 repo stars
47. ▌
    Tmux 2 · tools-only bundle

    Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.
    7 repo stars
48. ▌
    Github Operations 4 · tools-only bundle

    Manage all GitHub operations: issues, PRs, repos, Actions, releases, secrets, and API calls. Uses MCP tools first for issues/PRs; falls back to GitHub CLI (gh) for Actions, releases, repos, and advanced operations. Triggers: "create issue", "file bug", "feature request", "create PR", "merge branch", "request review", "gh cli", "workflow run", "gh api", "gh release", "gh repo".
    7 repo stars
49. ▌
    Analytics Tracking 3 · tools-only bundle

    Design, 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.
    7 repo stars
50. ▌
    Agent Browser 4 · tools-only bundle

    Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
    7 repo stars
51. ▌
    Memory 2 · tools-only bundle

    Execute extract and use project memories from previous sessions for context-aware assistance. Use when recalling past decisions, checking project conventions, or understanding user preferences. Trigger with phrases like "remember when", "like before", or "what was our decision about".
    7 repo stars
52. ▌
    Iterate Pr 2 · tools-only bundle

    Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.
    7 repo stars
53. ▌
    Orchestrating Multi Agent Systems 2 · tools-only bundle

    Execute orchestrate multi-agent systems with handoffs, routing, and workflows across AI providers. Use when building complex AI systems requiring agent collaboration, task delegation, or workflow coordination. Trigger with phrases like "create multi-agent system", "orchestrate agents", or "coordinate agent workflows".
    7 repo stars
54. ▌
    Generating Helm Charts 2 · tools-only bundle

    This skill enables Claude to generate Helm charts for Kubernetes applications. It should be used when the user requests the creation of a new Helm chart, the modification of an existing chart, or assistance with packaging and deploying Kubernetes applications using Helm. The skill is triggered by requests that mention "Helm chart", "Kubernetes deployment", "package application for Kubernetes", or similar phrases related to Helm and Kubernetes. It helps streamline the process of creating and managing Kubernetes deployments.
    7 repo stars
55. ▌
    Security Reviewer 2 · tools-only bundle

    Use when conducting security audits, reviewing code for vulnerabilities, or analyzing infrastructure security. Invoke for SAST scans, penetration testing, DevSecOps practices, cloud security reviews.
    7 repo stars
56. ▌
    Create Plan 3 · tools-only bundle

    MUST CALL FIRST for multi-step tasks! If user request needs 2+ tool calls (like 'open + search + screenshot'), call create_plan BEFORE any other tool. Each step must reference at least 1 skill in its 'skills' field.
    7 repo stars
57. ▌
    Google Apps Script 2 · tools-only bundle

    Build Google Apps Script automation for Sheets and Workspace apps. Produces scripts with custom menus, triggers, dialogs, email automation, PDF export, and external API integration.
    7 repo stars
58. ▌
    Prompt Engineering 4 · tools-only bundle

    This skill should be used when creating, optimizing, or implementing advanced prompt patterns including few-shot learning, chain-of-thought reasoning, prompt optimization workflows, template systems, and system prompt design. It provides comprehensive frameworks for building production-ready prompts with measurable performance improvements.
    7 repo stars
59. ▌
    Create Plan 4 · tools-only bundle

    MUST CALL FIRST for multi-step tasks! If user request needs 2+ tool calls (like 'open + search + screenshot'), call create_plan BEFORE any other tool.
    7 repo stars
60. ▌
    Active Directory Attacks · tools-only bundle

    This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound enumeration", "Golden Ticket", ...
    7 repo stars
61. ▌
    Workflow Automation 2 · tools-only bundle

    Automate construction data workflows. Build ETL pipelines and DAG workflows for recurring tasks.
    7 repo stars
62. ▌
    Git Multibranch 2 · tools-only bundle

    Guidance for setting up Git-based multi-branch deployment systems with SSH access, web servers, and automated deployment hooks. This skill should be used when configuring Git repositories that deploy to multiple environments (e.g., main/dev branches), setting up SSH authentication for Git, configuring web servers to serve content from different branches, or creating post-receive hooks for automated deployments.
    7 repo stars
63. ▌
    Past Conversations 2 · tools-only bundle

    This skill should be used when the user asks to recall, search, or continue past conversations. Triggers on "what did we discuss", "continue where we left off", "remember when", "as I mentioned", "you suggested", "we decided", "search my conversations", "find the conversation where", "what did we work on". Also triggers on implicit signals like past-tense references ("the bug we fixed"), possessives without context ("my project"), or assumptive questions ("do you remember").
    7 repo stars
64. ▌
    Excel Variance Analyzer 2 · tools-only bundle

    Automate budget vs actual variance analysis in Excel with flagging, commentary, and executive summaries for financial reporting and FP&A teams Activates when you request "excel variance analyzer" functionality.
    7 repo stars
65. ▌
    Tune Mjcf 2 · tools-only bundle

    Guidance for optimizing MuJoCo MJCF model files for simulation performance while maintaining numerical accuracy. This skill should be used when tuning physics simulation parameters, optimizing MuJoCo XML configurations, or balancing speed vs accuracy tradeoffs in robotics simulations.
    7 repo stars
66. ▌
    Hive Create 2 · tools-only bundle

    Step-by-step guide for building goal-driven agents. Qualifies use cases first (the good, bad, and ugly), then creates package structure, defines goals, adds nodes, connects edges, and finalizes agent class. Use when actively building an agent.
    7 repo stars
67. ▌
    Hive Create 3 · tools-only bundle

    Step-by-step guide for building goal-driven agents. Qualifies use cases first (the good, bad, and ugly), then creates package structure, defines goals, adds nodes, connects edges, and finalizes agent class. Use when actively building an agent.
    7 repo stars
68. ▌
    Sales Engineer 2 · tools-only bundle

    Analyzes RFP responses for coverage gaps, builds competitive feature matrices, and plans proof-of-concept engagements for pre-sales engineering
    7 repo stars
69. ▌
    Vertex AI Media Master 2 · tools-only bundle

    Execute automatic activation for all google vertex ai multimodal operations operations. Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
    7 repo stars
70. ▌
    Agent Browser 5 · tools-only bundle

    Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
    7 repo stars
71. ▌
    Hive Create 4 · tools-only bundle

    Step-by-step guide for building goal-driven agents. Qualifies use cases first (the good, bad, and ugly), then creates package structure, defines goals, adds nodes, connects edges, and finalizes agent class. Use when actively building an agent.
    7 repo stars
72. ▌
    Iterate Pr 3 · tools-only bundle

    Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.
    7 repo stars
73. ▌
    Stitch 2 · tools-only bundle

    Google Stitch design platform skill bundle. Covers design system extraction, prompt enhancement, iterative site building, React component conversion, Remotion walkthrough videos, and shadcn/ui component integration. Activate when user mentions Stitch, design-to-code, DESIGN.md, shadcn/ui, or iterative site generation.
    7 repo stars
74. ▌
    Hive Create 5 · tools-only bundle

    Step-by-step guide for building goal-driven agents. Qualifies use cases first (the good, bad, and ugly), then creates package structure, defines goals, adds nodes, connects edges, and finalizes agent class. Use when actively building an agent.
    7 repo stars
75. ▌
    Postgres Pro 2 · tools-only bundle

    Use when you need to optimize PostgreSQL performance, design high-availability replication, or troubleshoot database issues at scale. Invoke this agent for query optimization, configuration tuning, replication setup, backup strategies, and mastering advanced PostgreSQL features for enterprise deployments. Specifically:\n\n<example>\nContext: Production PostgreSQL database is experiencing slow queries. Average query latency increased from 50ms to 500ms, and the team needs to identify and fix the bottlenecks causing the performance degradation.\nuser: "Our PostgreSQL queries have slowed down significantly. Can you analyze what's wrong and optimize them?"\nassistant: "I'll analyze your query performance using EXPLAIN, check index efficiency, review table statistics, identify missing or unused indexes, and optimize slow queries. I'll also tune your PostgreSQL configuration (shared_buffers, work_mem, checkpoint settings) and set up monitoring to prevent future degradation."\n<commentary>\nUse this agent when you h
    7 repo stars
76. ▌
    Data Analyst 3 · tools-only bundle

    Structural analysis agent for schema comparison, pattern detection, cross-file relationship analysis, and migration planning across JSON, YAML, TOML, XML, CSV — handles schema drift detection, multi-file diffing, and batch analysis; includes enterprise XML domain patterns for InstallAnywhere .iap_xml, Spring bean XML, Maven POM, Hibernate HBM, and Tomcat web.xml
    7 repo stars
77. ▌
    Diagnose 3 · tools-only bundle

    Interactive diagnostic agent that guides users through Azure resource health assessment, issue identification, and remediation planning. Uses approval-first execution for safety, analyzes single resources, and saves reports to agent-output/{project}/.
    7 repo stars
78. ▌
    GRAPHQL Architect 2 · tools-only bundle

    Use this agent when designing or evolving GraphQL schemas across microservices, implementing federation architectures, or optimizing query performance in distributed graphs. Specifically:\n\n<example>\nContext: A team is building a multi-service architecture and needs to design a federated GraphQL schema.\nuser: "We have three services (users, orders, products) that need to be exposed through a unified GraphQL API. Can you design the federation structure?"\nassistant: "I'll analyze your service boundaries and design an Apollo Federation 2.5 architecture with proper entity keys, reference resolvers, and gateway configuration to ensure scalable schema composition."\n<commentary>\nUse this agent when you need to architect a federated GraphQL solution across multiple services. The agent handles subgraph design, entity relationships, and federation-specific concerns that go beyond single-service API design.\n</commentary>\n</example>\n\n<example>\nContext: An application is experiencing N+1 query problems and slow
    7 repo stars
79. ▌
    Legacy Modernizer 4 · tools-only bundle

    Use this agent when modernizing legacy systems that need incremental migration strategies, technical debt reduction, and risk mitigation while maintaining business continuity. Specifically:\n\n<example>\nContext: A development team has a 15-year-old monolithic system with critical business dependencies and no test coverage that needs gradual modernization.\nuser: "Our legacy system is critical for revenue but it's becoming impossible to maintain. Tech stack is ancient, test coverage near zero, and the team fears any changes. We need a safe modernization path."\nassistant: "I'll develop a phased modernization roadmap using the strangler fig pattern. First, I'll audit the codebase to identify business-critical paths and high-risk areas. Then I'll create a characterization test suite to safely capture current behavior, establish a performance baseline, and plan incremental module extraction. I'll prioritize security fixes and set up monitoring for each migration phase."\n<commentary>\nInvoke this agent when you
    7 repo stars
80. ▌
    Context Refinement 2 · tools-only bundle

    Updates task context manifest with discoveries from current work session. Reads transcript to understand what was learned. Only updates if drift or new discoveries found.
    7 repo stars
81. ▌
    Remembering 6 · tools-only bundle

    Advanced memory operations reference. Basic patterns (profile loading, simple recall/remember) are in project instructions. Consult this skill for background writes, memory versioning, complex queries, edge cases, session scoping, retention management, type-safe results, proactive memory hints, GitHub access detection, and ops priority ordering.
    7 repo stars
82. ▌
    Comparing Database Schemas 2 · tools-only bundle

    This skill leverages the database-diff-tool plugin to compare database schemas, generate migration scripts, and provide rollback procedures. It is triggered when the user requests database schema comparisons, migration script generation, or database synchronization. Use this skill when asked to identify differences between database schemas (PostgreSQL or MySQL), create safe migration scripts with transaction safety, validate changes before deployment, or generate rollback procedures. The skill is activated by requests involving terms like "database diff", "schema comparison", "generate migration script", "database synchronization", or `/db-diff`.
    7 repo stars
83. ▌
    Deploying Monitoring Stacks 2 · tools-only bundle

    This skill deploys monitoring stacks, including Prometheus, Grafana, and Datadog. It is used when the user needs to set up or configure monitoring infrastructure for applications or systems. The skill generates production-ready configurations, implements best practices, and supports multi-platform deployments. Use this when the user explicitly requests to deploy a monitoring stack, or mentions Prometheus, Grafana, or Datadog in the context of infrastructure setup.
    7 repo stars
84. ▌
    Context Manager 2 · tools-only bundle

    Audit and manage the full project context landscape: CLAUDE.md memory hierarchy, project documentation, markdown footprint, and content overlap. Detects project type, scores quality, flags stale docs, and reports total context cost. Trigger with 'audit context', 'audit memory', 'update CLAUDE.md', 'restructure memory', 'session capture', 'check project docs', 'markdown footprint', or 'what docs does this project need'.
    7 repo stars
85. ▌
    Sf Integration 2 · tools-only bundle

    Creates comprehensive Salesforce integrations with 120-point scoring. Use when setting up Named Credentials, External Services, REST/SOAP callouts, Platform Events, Change Data Capture, or connecting Salesforce to external systems.
    7 repo stars
86. ▌
    Managing Database Sharding 2 · tools-only bundle

    This skill assists with managing database sharding strategies. It is activated when the user needs to implement horizontal database sharding to scale beyond single-server limitations. The skill supports designing sharding strategies, distributing data across multiple database instances, and implementing consistent hashing, automatic rebalancing, and cross-shard query coordination. Use this skill when the user mentions "database sharding", "sharding implementation", "scale database", or "horizontal partitioning". The plugin helps design and implement sharding for high-scale applications.
    7 repo stars
87. ▌
    Synth API 2 · tools-only bundle

    Use the Synth AI SDK end-to-end for policy optimization (GEPA), graph optimization, eval, and inference
    7 repo stars
88. ▌
    Authoring Dags 3 · tools-only bundle

    Workflow and best practices for writing Apache Airflow DAGs. Use when the user wants to create a new DAG, write pipeline code, or asks about DAG patterns and conventions. For testing and debugging DAGs, see the testing-dags skill.
    7 repo stars
89. ▌
    Project Health 2 · tools-only bundle

    All-in-one project configuration and health management. Sets up new projects (settings.local.json, CLAUDE.md, .gitignore), audits existing projects (permissions, context quality, MCP coverage, leaked secrets, stale docs), tidies accumulated cruft, captures session learnings, and adds permission presets. Uses sub-agents for heavy analysis to keep main context clean. Trigger with 'project health', 'check project', 'setup project', 'kickoff', 'bootstrap', 'tidy permissions', 'clean settings', 'capture learnings', 'audit context', 'add python permissions', or 'init project'.
    7 repo stars
90. ▌
    Context Manager 3 · tools-only bundle

    Audit and manage the full project context landscape: CLAUDE.md memory hierarchy, project documentation, markdown footprint, and content overlap. Detects project type, scores quality, flags stale docs, and reports total context cost. Trigger with 'audit context', 'audit memory', 'update CLAUDE.md', 'restructure memory', 'session capture', 'check project docs', 'markdown footprint', or 'what docs does this project need'.
    7 repo stars
91. ▌
    Sf Integration 3 · tools-only bundle

    Creates comprehensive Salesforce integrations with 120-point scoring. Use when setting up Named Credentials, External Services, REST/SOAP callouts, Platform Events, Change Data Capture, or connecting Salesforce to external systems.
    7 repo stars
92. ▌
    Skill 2 · tools-only bundle

    根据主题和标题生成现代风格的公众号封面图，使用jimeng-mcp-server生成3D插画风格底图，叠加文字层生成HTML，并可选择性转换为高质量PNG/JPG图片
    7 repo stars
93. ▌
    Dagster Integrations 2 · tools-only bundle

    Comprehensive index of 82+ Dagster integrations organized by category. Includes AI (OpenAI, Anthropic), ETL (dbt, Fivetran, Airbyte, PySpark), Storage (Snowflake, BigQuery), Compute (AWS, Databricks, Spark), BI (Looker, Tableau), Monitoring, Alerting, and Testing. Use when discovering integrations or finding the right tool for a use case.
    7 repo stars
94. ▌
    Project Health 3 · tools-only bundle

    All-in-one project configuration and health management. Sets up new projects (settings.local.json, CLAUDE.md, .gitignore), audits existing projects (permissions, context quality, MCP coverage, leaked secrets, stale docs), tidies accumulated cruft, captures session learnings, and adds permission presets. Uses sub-agents for heavy analysis to keep main context clean. Trigger with 'project health', 'check project', 'setup project', 'kickoff', 'bootstrap', 'tidy permissions', 'clean settings', 'capture learnings', 'audit context', 'add python permissions', or 'init project'.
    7 repo stars
95. ▌
    Gh CLI 2 · tools-only bundle

    GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, organizations, extensions, and all GitHub operations from the command line.
    7 repo stars
96. ▌
    Firestore Operations Manager 3 · tools-only bundle

    Manages Firebase/Firestore operations including CRUD, queries, batch processing, A2A agent communication, MCP server integration, and Cloud Run service coordination. Activates when you request "firestore operations", "create firestore document", "... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
    7 repo stars
97. ▌
    Pr Create 2 · tools-only bundle

    Create pull request with auto-generated template and description
    7 repo stars
98. ▌
    New 2 · tools-only bundle

    Create structured issue from GitHub URL or text description
    7 repo stars
99. ▌
    Status 2 · tools-only bundle

    Show current task plan status and phase summary
    7 repo stars
100. ▌
     Report Aggregator 2 · tools-only bundle

     Aggregates per-file analysis results and generates review-inline.txt and review-metadata.json
     7 repo stars