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1. ▌
   Azure Diagrams 4 · tools-only bundle

   Generates professional Azure architecture diagrams and data-visualization charts (WAF pillar scores, cost distribution, cost projection). Produces Python `diagrams` + matplotlib artifacts (`.py` + `.png`) for Step 2 WAF charts, Step 3 design visuals, and Step 7 as-built documentation.
   7 repo stars
2. ▌
   Chapter Content Generator 3 · tools-only bundle

   This skill generates comprehensive chapter content for intelligent textbooks after the book-chapter-generator skill has created the chapter structure. Use this skill when a chapter index.md file exists with title, summary, and concept list, and detailed educational content needs to be generated at the appropriate reading level with rich non-text elements including diagrams, infographics, and MicroSims. (project, gitignored)
   7 repo stars
3. ▌
   Bio Differential Expression Timeseries De 2 · tools-only bundle

   Analyze time-series RNA-seq data using limma voom with splines, maSigPro, and ImpulseDE2. Identify genes with dynamic expression patterns. Use when analyzing time-series or longitudinal expression data.
   7 repo stars
4. ▌
   Github Readme Generator 2 · tools-only bundle

   Generate professional GitHub project README.md with standard structure including project intro, features, installation, usage, documentation, FAQ, contact info, donation, statistics, roadmap, and license. Auto-detects project type and tech stack.
   7 repo stars
5. ▌
   Prd Expert · tools-only bundle

   PRD Expert
   7 repo stars
6. ▌
   Review Orchestrator 2 · tools-only bundle

   Orchestrates the full kernel patch review workflow across multiple agents
   7 repo stars
7. ▌
   Review Orchestrator 3 · tools-only bundle

   Orchestrates the full kernel patch review workflow across multiple agents
   7 repo stars
8. ▌
   Get Chat History · tools-only bundle

   Get current chat history including user messages, your replies, and system task notifications. When user says 'check previous messages' or 'what did I just send', use this tool.
   7 repo stars
9. ▌
   Gmail 2 · tools-only bundle

   Interact with Gmail - search emails, read messages, send emails, create drafts, and manage labels. Use when user asks to: search email, read email, send email, create email draft, mark as read, archive email, star email, or manage Gmail labels. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.
   7 repo stars
10. ▌
    Get Chat History 2 · tools-only bundle

    Get current chat history including user messages, your replies, and system task notifications. When user says 'check previous messages' or 'what did I just send', use this tool.
    7 repo stars
11. ▌
    Morning Routine 2 · tools-only bundle

    Orchestrates a full morning sweep of pending items (email, tasks, Slack, WhatsApp, X). Use when the user asks for a sweep, morning routine, inbox sweep, or all pending items.
    7 repo stars
12. ▌
    MCP Greeting · tools-only bundle

    Demonstrates MCP resource and prompt usage
    7 repo stars
13. ▌
    Find Firebullets And Traceattack And Ctakedamageinfo 2 · tools-only bundle

    Find and identify the TraceAttack function and CTakeDamageInfo struct in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the TraceAttack function by searching for the "FireBullets" debug string pattern, then tracing through FireBullets to find TraceAttack, and identifying CTakeDamageInfo struct member offsets.
    7 repo stars
14. ▌
    Find Ctriggerpush Touch 2 · tools-only bundle

    Find and identify the CTriggerPush_Touch (CTriggerPush::Touch) virtual function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate the CTriggerPush touch handler function by using vtable information and the inherited vtable index from CBaseEntity::Touch.
    7 repo stars
15. ▌
    Azure Adr 2 · tools-only bundle

    Creates Azure Architecture Decision Records (ADRs) with WAF mapping, alternatives, consequences, and implementation guidance; use for architecture decision documentation requests.
    7 repo stars
16. ▌
    Knowledge Explorer 2 · tools-only bundle

    Manage the research/ knowledge base (KB) of tool and library research entries. Use when browsing KB topics, adding new research entries, updating existing entries with dated revisions, fetching GitHub repo metadata into a draft KB entry, or migrating old-format entries to skill-spec frontmatter. Triggers on tasks like "what do we have on X", "add this to the KB", "update the KB entry for Y", "fetch github info for owner/repo", or "migrate old entries".
    7 repo stars
17. ▌
    Write Vfunc As YAML 2 · tools-only bundle

    Write virtual function analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after completing virtual function identification, signature generation, and vtable analysis to persist the results in a standardized YAML format.
    7 repo stars
18. ▌
    Find Cbasetrigger Starttouch And Cbasetrigger Endtouch 2 · tools-only bundle

    Find and identify CBaseTrigger_StartTouch and CBaseTrigger_EndTouch virtual functions in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the CBaseTrigger touch handler functions by using vtable information and inherited vtable indices from CBaseEntity.
    7 repo stars
19. ▌
    Write Func As YAML 2 · tools-only bundle

    Write function analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after completing function identification and signature generation to persist the results in a standardized YAML format. For virtual functions with known vtable index, use write-vfunc-as-yaml instead.
    7 repo stars
20. ▌
    Find Firebullets And Traceattack And Ctakedamageinfo 3 · tools-only bundle

    Find and identify the TraceAttack function and CTakeDamageInfo struct in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the TraceAttack function by searching for the "FireBullets" debug string pattern, then tracing through FireBullets to find TraceAttack, and identifying CTakeDamageInfo struct member offsets.
    7 repo stars
21. ▌
    Azure Diagrams 2 · tools-only bundle

    Azure architecture diagram generation skill for high-quality, non-Mermaid outputs. Produces deterministic Python `diagrams` + Graphviz artifacts (`.py` + `.png`/`.svg`) for design and as-built documentation. Use for Step 3 and Step 7 architecture visuals, dependency visuals, and topology diagrams with enforced layout and naming conventions.
    7 repo stars
22. ▌
    Find Firebullets And Traceattack And Ctakedamageinfo 4 · tools-only bundle

    Find and identify the TraceAttack function and CTakeDamageInfo struct in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the TraceAttack function by searching for the "FireBullets" debug string pattern, then tracing through FireBullets to find TraceAttack, and identifying CTakeDamageInfo struct member offsets.
    7 repo stars
23. ▌
    Write Structoffset As YAML 2 · tools-only bundle

    Write struct member offset analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after identifying a struct member offset and optionally generating a signature for it to persist the results in a standardized YAML format.
    7 repo stars
24. ▌
    Airflow 2 · tools-only bundle

    Manages Apache Airflow operations including listing, testing, running, and debugging DAGs, viewing task logs, checking connections and variables, and monitoring system health. Use when working with Airflow DAGs, pipelines, workflows, or tasks, or when the user mentions testing dags, running pipelines, debugging workflows, dag failures, task errors, dag status, pipeline status, list dags, show connections, check variables, or airflow health.
    7 repo stars
25. ▌
    Burndown 2 · tools-only bundle

    Autonomous tech debt elimination. Combines /deslop + /qa into an iterative fix loop. Scans for code slop and architecture issues, prioritizes by severity, and autonomously fixes until completion. Use when asked to "burn down debt", "clean up codebase", or "/burndown".
    7 repo stars
26. ▌
    Sf AI Agentforce 2 · tools-only bundle

    Standard Agentforce platform skill. Covers Setup UI-based agent building, topic/action configuration, PromptTemplate metadata, Einstein Models API, GenAiFunction/GenAiPlugin setup, and custom Lightning types. For Agent Script DSL development, use sf-ai-agentscript instead.
    7 repo stars
27. ▌
    Sf AI Agentforce 3 · tools-only bundle

    Standard Agentforce platform skill. Covers Setup UI-based agent building, topic/action configuration, PromptTemplate metadata, Einstein Models API, GenAiFunction/GenAiPlugin setup, and custom Lightning types. For Agent Script DSL development, use sf-ai-agentscript instead.
    7 repo stars
28. ▌
    Find Cbaseplayerpawn Removeplayeritem 2 · tools-only bundle

    Find and identify the CBasePlayerPawn_RemovePlayerItem function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the RemovePlayerItem function by searching for the "DestroyWeapon" string reference and analyzing cross-references.
    7 repo stars
29. ▌
    Write Vfunc As YAML 3 · tools-only bundle

    Write virtual function analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after completing virtual function identification, signature generation, and vtable analysis to persist the results in a standardized YAML format.
    7 repo stars
30. ▌
    Find Ctriggerpush Touch 3 · tools-only bundle

    Find and identify the CTriggerPush_Touch (CTriggerPush::Touch) virtual function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the CTriggerPush touch handler function by using vtable information and the inherited vtable index from CBaseEntity::Touch.
    7 repo stars
31. ▌
    Debugging Dags 2 · tools-only bundle

    Comprehensive DAG failure diagnosis and root cause analysis. Use for complex debugging requests requiring deep investigation like "diagnose and fix the pipeline", "full root cause analysis", "why is this failing and how to prevent it". For simple debugging ("why did dag fail", "show logs"), the airflow entrypoint skill handles it directly. This skill provides structured investigation and prevention recommendations.
    7 repo stars
32. ▌
    Airflow 3 · tools-only bundle

    Manages Apache Airflow operations including listing, testing, running, and debugging DAGs, viewing task logs, checking connections and variables, and monitoring system health. Use when working with Airflow DAGs, pipelines, workflows, or tasks, or when the user mentions testing dags, running pipelines, debugging workflows, dag failures, task errors, dag status, pipeline status, list dags, show connections, check variables, or airflow health.
    7 repo stars
33. ▌
    Azure Diagrams 3 · tools-only bundle

    Comprehensive technical diagramming toolkit for solutions architects, presales, and developers. Creates Azure architecture diagrams (700+ official Microsoft icons), business process flows, ERD diagrams, project timelines, UI wireframes, and network topology diagrams. Also generates diagrams from Bicep, Terraform, and ARM templates. **Output format**: PNG images via Python diagrams library (mingrammer/diagrams).
    7 repo stars
34. ▌
    Write Vfunc As YAML 4 · tools-only bundle

    Write virtual function analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after completing virtual function identification, signature generation, and vtable analysis to persist the results in a standardized YAML format.
    7 repo stars
35. ▌
    Find Igamesystem Looppostinitallsystems Peventdispatcher 2 · tools-only bundle

    Find and identify the IGameSystem_LoopPostInitAllSystems_pEventDispatcher and IGameSystem_LoopDestroyAllSystems_s_GameSystems global variable in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the event dispatcher pointer by searching for the "IGameSystem::LoopPostInitAllSystems(finish)" string reference and analyzing cross-references.
    7 repo stars
36. ▌
    Find Cbaseentity Starttouch And Cbaseentity Touch And Cb 2 · tools-only bundle

    Find and identify the CBaseEntity_StartTouch, CBaseEntity_Touch, and CBaseEntity_EndTouch virtual functions in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate these touch-related virtual functions by searching for the "INVALID CGameEventStartTouchCollideAdaptor" string reference and analyzing the touch event handler functions.
    7 repo stars
37. ▌
    Review Verification Protocol 6 · tools-only bundle

    Mandatory verification steps for all code reviews to reduce false positives. Load this skill before reporting ANY code review findings.
    7 repo stars
38. ▌
    Write Vfunc As YAML 5 · tools-only bundle

    Write virtual function analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after completing virtual function identification, signature generation, and vtable analysis to persist the results in a standardized YAML format.
    7 repo stars
39. ▌
    Azure Adr 3 · tools-only bundle

    Creates Architecture Decision Records (ADRs) for Azure infrastructure decisions. Documents architectural choices with WAF pillar mapping, alternatives analysis, and consequence assessment. Outputs follow the standard ADR format with Azure-specific sections for compliance, cost impact, and operational considerations. **Triggers**: "create ADR", "document decision", "architecture decision record"
    7 repo stars
40. ▌
    Sf Data 2 · tools-only bundle

    Salesforce data operations expert with 130-point scoring. Use when writing SOQL queries, creating test data, performing bulk data operations, or importing/exporting data via sf CLI.
    7 repo stars
41. ▌
    Sf AI Agentforce 4 · tools-only bundle

    Standard Agentforce platform skill. Covers Setup UI-based agent building, topic/action configuration, PromptTemplate metadata, Einstein Models API, GenAiFunction/GenAiPlugin setup, and custom Lightning types. For Agent Script DSL development, use sf-ai-agentscript instead.
    7 repo stars
42. ▌
    Write Globalvar As YAML 2 · tools-only bundle

    Write global variable analysis results as YAML file beside the binary using IDA Pro MCP. Use this skill after completing global variable identification and signature generation to persist the results in a standardized YAML format.
    7 repo stars
43. ▌
    Sf Apex 2 · tools-only bundle

    Generates and reviews Salesforce Apex code with 2025 best practices and 150-point scoring. Use when writing Apex classes, triggers, test classes, batch jobs, or reviewing existing Apex code for bulkification, security, and SOLID principles.
    7 repo stars
44. ▌
    Find Cbaseentity Gethammeruniqueid 2 · tools-only bundle

    Find and identify the CBaseEntity_GetHammerUniqueId virtual function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the GetHammerUniqueId vfunc by searching for the "hammerUniqueId" string and identifying the function that calls a vtable method guarded by an OR condition, then writes the result to a CUtlString member.
    7 repo stars
45. ▌
    Airflow 4 · tools-only bundle

    Manages Apache Airflow operations including listing, testing, running, and debugging DAGs, viewing task logs, checking connections and variables, and monitoring system health. Use when working with Airflow DAGs, pipelines, workflows, or tasks, or when the user mentions testing dags, running pipelines, debugging workflows, dag failures, task errors, dag status, pipeline status, list dags, show connections, check variables, or airflow health.
    7 repo stars
46. ▌
    Dex Update 2 · tools-only bundle

    Safely update Dex with one command (handles everything automatically)
    7 repo stars
47. ▌
    Dex Level Up 2 · tools-only bundle

    Discover unused Dex features based on your usage patterns
    7 repo stars
48. ▌
    Dex Update 3 · tools-only bundle

    Safely update Dex with one command (handles everything automatically)
    7 repo stars
49. ▌
    Sf Diagram Mermaid 2 · tools-only bundle

    Creates Salesforce architecture diagrams using Mermaid with ASCII fallback. Use when visualizing OAuth flows, data models (ERDs), integration sequences, system landscapes, role hierarchies, or Agentforce agent architectures.
    7 repo stars
50. ▌
    Market Sizing Analysis · tools-only bundle

    This skill should be used when the user asks to \\\"calculate TAM\\\", "determine SAM", "estimate SOM", "size the market", "calculate market opportunity", "what's the total addressable market", or requests market sizing analysis for a startup or business opportunity.
    7 repo stars
51. ▌
    Product Brief 2 · tools-only bundle

    Extract product ideas through guided questions and generate PRD
    7 repo stars
52. ▌
    AI Code Quality Assistant · tools-only bundle

    AI 代码质量保障助手
    7 repo stars
53. ▌
    Canslim Screener 2 · tools-only bundle

    Screen US stocks using William O'Neil's CANSLIM growth stock methodology. Use when user requests CANSLIM stock screening, growth stock analysis, momentum stock identification, or wants to find stocks with strong earnings and price momentum following O'Neil's investment system.
    7 repo stars
54. ▌
    Metrics API · tools-only bundle

    Structured JSON output for API consumption
    7 repo stars
55. ▌
    Bug Report · tools-only bundle

    🐛 Bug Description
    7 repo stars
56. ▌
    Summary · tools-only bundle

    Demonstrates LLM blocks and extract filter
    7 repo stars
57. ▌
    Research Agent · tools-only bundle

    Research Agent
    7 repo stars
58. ▌
    Question · tools-only bundle

    Question
    7 repo stars
59. ▌
    Aleph 2 · tools-only bundle

    Aleph
    7 repo stars
60. ▌
    Aeon · tools-only bundle

    This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.
    7 repo stars
61. ▌
    Cirq · tools-only bundle

    Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For IBM hardware use qiskit; for quantum ML with autodiff use pennylane; for physics simulations use qutip.
    7 repo stars
62. ▌
    Dask · tools-only bundle

    Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.
    7 repo stars
63. ▌
    Legal Impressum · tools-only bundle

    Austrian Impressum (legal notice) requirements for all company types. Covers ECG, UGB, GewO, MedienG, and Offenlegungspflicht for public media. Use when working with impressum, legal notice, imprint, austria, österreich, ECG, mediengesetz, offenlegung.
    7 repo stars
64. ▌
    Blog Writing Guide · tools-only bundle

    Write, review, and improve blog posts for the Sentry engineering blog following Sentry's specific writing standards, voice, and quality bar. Use this skill whenever someone asks to write a blog post, draft a technical article, review blog content, improve a draft, write a product announcement, create an engineering deep-dive, or produce any written content destined for the Sentry blog or developer audience. Also trigger when the user mentions "blog post," "blog draft," "write-up," "announcement post," "engineering post," "deep dive," "postmortem," or asks for help with technical writing for Sentry. Even if the user just says "help me write about [feature/topic]" — if it sounds like it could become a Sentry blog post, use this skill.
    7 repo stars
65. ▌
    Esm · tools-only bundle

    Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C (efficient protein embeddings and representations). Use this skill when working with protein sequences, structures, or function prediction; designing novel proteins; generating protein embeddings; performing inverse folding; or conducting protein engineering tasks. Supports both local model usage and cloud-based Forge API for scalable inference.
    7 repo stars
66. ▌
    Pymc Bayesian Modeling · tools-only bundle

    Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.
    7 repo stars
67. ▌
    Deploy 2 · tools-only bundle

    Executes 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.
    7 repo stars
68. ▌
    UI Designer 2 · tools-only bundle

    Visual design for terminal UI, Rich styling, color schemes for CLI, typography in monospace, panel layouts, progress bar styling, terminal accessibility, visual hierarchy in text-based interfaces
    7 repo stars
69. ▌
    Cto Advisor 2 · tools-only bundle

    Run CTO-level technical review of the current execution plan - architecture, tech debt, engineering excellence
    7 repo stars
70. ▌
    Bio Clinical Databases Myvariant Queries 2 · tools-only bundle

    Query myvariant.info API for aggregated variant annotations from multiple databases (ClinVar, gnomAD, dbSNP, COSMIC, etc.) in a single request. Use when annotating variants with clinical and population data from multiple sources simultaneously.
    7 repo stars
71. ▌
    Find Cbaseentity Takedamageold 2 · tools-only bundle

    Find and identify the CBaseEntity_TakeDamageOld function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the TakeDamageOld function by searching for the TakeDamageOld debug string references and analyzing cross-references.
    7 repo stars
72. ▌
    Find Cbaseplayercontroller Setpawn 2 · tools-only bundle

    Find and identify the CBasePlayerController_SetPawn function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the SetPawn function by finding CSource2GameClients_ClientDisconnect (via "player_disconnect" + "xuid" string xrefs) and identifying the characteristic call pattern within it.
    7 repo stars
73. ▌
    Sf Flow 2 · tools-only bundle

    Creates and validates Salesforce flows with 110-point scoring and Winter '26 best practices. Use when building record-triggered flows, screen flows, autolaunched flows, scheduled flows, or reviewing existing flow performance.
    7 repo stars
74. ▌
    Financial Document Processor 2 · tools-only bundle

    Guidance for processing, classifying, and extracting data from financial documents (invoices, receipts, statements). This skill should be used when tasks involve OCR extraction, document classification, data validation from financial PDFs/images, or batch processing of financial documents. Covers safe file operations, incremental testing, and data extraction verification.
    7 repo stars
75. ▌
    Sf Flow 3 · tools-only bundle

    Creates and validates Salesforce flows with 110-point scoring and Winter '26 best practices. Use when building record-triggered flows, screen flows, autolaunched flows, scheduled flows, or reviewing existing flow performance.
    7 repo stars
76. ▌
    Here Be Git 2 · tools-only bundle

    Initialise a git repository with optional agent commit instructions and .gitignore. Use when users say "here be git", "init git", "initialise git", or otherwise indicate they want to set up version control in the current directory.
    7 repo stars
77. ▌
    Find Cbaseplayerpawn Commitsuicide 2 · tools-only bundle

    Find and identify the CBasePlayerPawn_CommitSuicide function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the CommitSuicide function by analyzing the CBasePlayerPawn vtable and identifying unique function characteristics including specific pointer offsets (0x890, 0xBF8) and sequential function call patterns.
    7 repo stars
78. ▌
    Overfull Hbox 2 · tools-only bundle

    This skill provides guidance for fixing LaTeX overfull hbox warnings by making synonym substitutions. It should be used when the task involves resolving LaTeX line-breaking issues by replacing words with synonyms from an allowed list, particularly when the goal is to reduce line width without changing meaning.
    7 repo stars
79. ▌
    Find Cbaseentity Takedamageold 3 · tools-only bundle

    Find and identify the CBaseEntity_TakeDamageOld function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the TakeDamageOld function by searching for the TakeDamageOld debug string references and analyzing cross-references.
    7 repo stars
80. ▌
    Nginx Request Logging 2 · tools-only bundle

    Guide for configuring Nginx web server with custom request logging, rate limiting, and error pages. This skill should be used when tasks involve Nginx installation, configuration, custom log formats, rate limiting setup, or custom error page creation.
    7 repo stars
81. ▌
    Co2 Carbon Footprint 2 · tools-only bundle

    Calculate and track CO2 emissions and carbon footprint for construction projects.
    7 repo stars
82. ▌
    Find Cbaseplayerpawn Commitsuicide 3 · tools-only bundle

    Find and identify the CBasePlayerPawn_CommitSuicide function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or server.so to locate the CommitSuicide function by analyzing the CBasePlayerPawn vtable and identifying unique function characteristics including specific pointer offsets (0x890, 0xBF8) and sequential function call patterns.
    7 repo stars
83. ▌
    Count Dataset Tokens 2 · tools-only bundle

    Guidance for counting tokens in datasets, particularly from HuggingFace or similar sources. This skill should be used when tasks involve counting tokens in datasets, understanding dataset schemas, filtering by categories/domains, or working with tokenizers. It helps avoid common pitfalls like incomplete field identification and ambiguous terminology interpretation.
    7 repo stars
84. ▌
    Linear 2 · tools-only bundle

    Manage Linear issues via GraphQL API. List, filter, update, prioritize, comment, and search issues. Use when the user asks about Linear, issues, project management, or backlog.
    7 repo stars
85. ▌
    Implement 4 · tools-only bundle

    Execute phases from a plan using group-based processing. Builds phases in parallel within groups, audits each group after completion, and auto-fixes Medium/Low issues while escalating High/Critical to the user.
    7 repo stars
86. ▌
    Large Scale Text Editing 2 · tools-only bundle

    Provides strategies for efficiently transforming large text files (thousands to millions of lines) using text editors like Vim, sed, or awk. This skill should be used when tasks involve bulk text transformations, CSV manipulation at scale, pattern-based edits across massive files, or when keystroke/operation efficiency is constrained. Applicable to tasks requiring macros, regex substitutions, or batch processing of structured text data.
    7 repo stars
87. ▌
    Pytorch Model Recovery 2 · tools-only bundle

    This skill should be used when reconstructing PyTorch models from weight files (state dictionaries), checkpoint files, or partial model artifacts. It applies when the agent needs to infer model architecture from saved weights, rebuild models without original source code, or recover models from corrupted/incomplete saves. Use this skill for tasks involving torch.load, state_dict reconstruction, architecture inference, or model recovery in CPU-constrained environments.
    7 repo stars
88. ▌
    LLM Inference Batching Scheduler 2 · tools-only bundle

    Guidance for implementing batching schedulers for LLM inference systems with compilation-based accelerators. This skill applies when optimizing request batching to minimize cost while meeting latency thresholds, particularly when dealing with shape compilation costs, padding overhead, and multi-bucket request distributions. Use this skill for tasks involving batch planning, shape selection, generation-length bucketing, and cost-model-driven optimization for neural network inference.
    7 repo stars
89. ▌
    Validating Database Integrity 2 · tools-only bundle

    Process use when you need to ensure database integrity through comprehensive data validation. This skill validates data types, ranges, formats, referential integrity, and business rules. Trigger with phrases like "validate database data", "implement data validation rules", "enforce data integrity constraints", or "validate data formats".
    7 repo stars
90. ▌
    Mteb Retrieve 2 · tools-only bundle

    This skill provides guidance for semantic similarity retrieval tasks using embedding models (e.g., MTEB benchmarks, document ranking). It should be used when computing embeddings for documents/queries, ranking documents by similarity, or identifying top-k similar items. Covers data preprocessing, model selection, similarity computation, and result verification.
    7 repo stars
91. ▌
    Find Cbaseplayercontroller Setpawn 3 · tools-only bundle

    Find and identify the CBasePlayerController_SetPawn function in CS2 binary using IDA Pro MCP. Use this skill when reverse engineering CS2 server.dll or libserver.so to locate the SetPawn function by finding CSource2GameClients_ClientDisconnect (via "player_disconnect" + "xuid" string xrefs) and identifying the characteristic call pattern within it.
    7 repo stars
92. ▌
    Agent Creator 4 · tools-only bundle

    Creates Claude Code agent files from requirements — handles discovery, template selection, frontmatter generation, scope determination (project/user/plugin), and plugin.json updates. Use when the user asks to create an agent, generate an agent, add an agent to a plugin, or describes agent functionality they need. Trigger phrases — 'create an agent', 'add an agent', 'build a new agent', 'make me an agent that', 'I need an agent for'. Examples — <example>Context — User wants a code review agent. User says 'Create an agent that reviews code for quality issues'. I will use the agent-creator agent to generate the agent configuration. User requesting new agent creation triggers agent-creator.</example> <example>Context — User wants to add agent to plugin. User says 'Add an agent to my plugin that validates configurations'. I will use the agent-creator agent to generate a configuration validator agent. Plugin development with agent addition triggers agent-creator.</example>
    7 repo stars
93. ▌
    Architect 3 · tools-only bundle

    Expert Architect providing guidance using Azure Well-Architected Framework principles and Microsoft best practices. Evaluates all decisions against WAF pillars (Security, Reliability, Performance, Cost, Operations) with Microsoft documentation lookups. Automatically generates cost estimates using Azure Pricing MCP tools. Saves WAF assessments and cost estimates to markdown documentation files.
    7 repo stars
94. ▌
    Architect 4 · tools-only bundle

    Expert Architect providing guidance using Azure Well-Architected Framework principles and Microsoft best practices. Evaluates all decisions against WAF pillars (Security, Reliability, Performance, Cost, Operations) with Microsoft documentation lookups. Automatically generates cost estimates using Azure Pricing MCP tools. Saves WAF assessments and cost estimates to markdown documentation files.
    7 repo stars
95. ▌
    Architect 5 · tools-only bundle

    Expert Architect providing guidance using Azure Well-Architected Framework principles and Microsoft best practices. Evaluates all decisions against WAF pillars (Security, Reliability, Performance, Cost, Operations) with Microsoft documentation lookups. Automatically generates cost estimates using Azure Pricing MCP tools. Saves WAF assessments and cost estimates to markdown documentation files.
    7 repo stars
96. ▌
    Architect 6 · tools-only bundle

    Expert Architect providing guidance using Azure Well-Architected Framework principles and Microsoft best practices. Evaluates all decisions against WAF pillars (Security, Reliability, Performance, Cost, Operations) with Microsoft documentation lookups. Automatically generates cost estimates using Azure Pricing MCP tools. Saves WAF assessments and cost estimates to markdown documentation files.
    7 repo stars
97. ▌
    04 Design · tools-only bundle

    Step 3 - Design Artifacts. Generates architecture diagrams and Architecture Decision Records (ADRs) for Azure infrastructure. Uses azure-diagrams skill for visual documentation and azure-adr skill for formal decision records. Optional step - users can skip to Implementation Planning.
    7 repo stars
98. ▌
    07 Deploy · tools-only bundle

    Executes 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.
    7 repo stars
99. ▌
    Technical Writer 2 · tools-only bundle

    Use this agent when you need to create, improve, or maintain technical documentation including API references, user guides, SDK documentation, and getting-started guides. Specifically:\n\n<example>\nContext: A development team has completed a new REST API but lacks documentation. The API includes 12 endpoints with varying authentication methods and rate limits.\nuser: "We need comprehensive documentation for our new payment API. It has 12 endpoints and needs guides for different user types."\nassistant: "I'll use the technical-writer agent to analyze the API implementation and create complete documentation including endpoint references, authentication guides, code examples, and integration tutorials."\n<commentary>\nInvoke the technical-writer agent when documentation needs to be created from scratch for complex technical systems. The agent excels at information architecture, creating examples, and ensuring comprehensive coverage across multiple audience types.\n</commentary>\n</example>\n\n<example>\nContext
    7 repo stars
100. ▌
     Laravel Specialist 2 · tools-only bundle

     Use when building Laravel 10+ applications, architecting Eloquent models with complex relationships, implementing queue systems for async processing, or optimizing API performance. Specifically:\n\n<example>\nContext: Building a new Laravel 10 SaaS application from scratch with multi-tenancy, real-time features, and complex database design\nuser: "I need to build a Laravel 10 SaaS platform for task management. Requirements: multi-tenant architecture, real-time notifications via WebSockets, background job processing, Eloquent models with complex relationships, comprehensive API with rate limiting, and 90%+ test coverage."\nassistant: "I'll architect the complete Laravel application: design multi-tenant database schema with scoped Eloquent models, implement Scout full-text search, set up Laravel Echo with WebSockets for real-time updates, configure Horizon for queue management with job batching, create API resources with pagination and filtering, implement Sanctum authentication with rate limiting, write compre
     7 repo stars