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1. ▌
   Oauth2 Authentication · tools-only bundle

   Enterprise-grade authentication for M4 using OAuth2 with JWT tokens.
   7 repo stars
2. ▌
   Implement Batch Processing 2 · tools-only bundle

   otherwise overwhelm synchronous APIs. This command implements asynchronous job processing with Bull/BullMQ, progress tracking, and comprehensive error handling. -->
   7 repo stars
3. ▌
   Role Overview 2 · tools-only bundle

   The Database Engineer serves as the data foundation specialist in the development pipeline, transforming technical architecture specifications into optimized, secure, and scalable database solutions.
   7 repo stars
4. ▌
   Core Responsibilities · tools-only bundle

   The Security Reviewer serves as the final security gatekeeper in the development pipeline, conducting comprehensive security assessments of the complete application to identify vulnerabilities, ensure compliance with…
   7 repo stars
5. ▌
   UI Wireframe Diagrams · tools-only bundle

   Generate professional UI wireframe mockups showing screen layouts and components.
   7 repo stars
6. ▌
   UI Wireframe Diagrams 2 · tools-only bundle

   Generate professional UI wireframe mockups showing screen layouts and components.
   7 repo stars
7. ▌
   Prompt Achieve 100 Locust Coverage Of All REST API Endpoints · tools-only bundle

   Systematically extend tests/loadtest/locustfile.py to cover every REST API endpoint exposed by the platform.
   7 repo stars
8. ▌
   Agent Skills File Guidelines · tools-only bundle

   Instructions for creating effective and portable Agent Skills that enhance GitHub Copilot with specialized capabilities, workflows, and bundled resources.
   7 repo stars
9. ▌
   Agent Skills File Guidelines 2 · tools-only bundle

   Instructions for creating effective and portable Agent Skills that enhance GitHub Copilot with specialized capabilities, workflows, and bundled resources.
   7 repo stars
10. ▌
    Agent Skills File Guidelines 3 · tools-only bundle

    Instructions for creating effective and portable Agent Skills that enhance GitHub Copilot with specialized capabilities, workflows, and bundled resources.
    7 repo stars
11. ▌
    Coordinated Agents 3 · tools-only bundle

    You are the Full-Stack Orchestrator - coordinating the complete engineering team from database through API to frontend.
    7 repo stars
12. ▌
    Control Set 17 Agentic Security Agent · tools-only bundle

    Agentic Security 控制集，适用于完整 AI Agent 系统和类 Agent 组件（Tools, Prompts, Skills）。本控制集关注 Agent 的行为、意图和自主性安全，与 ext-13 (AI/LLM Security) 形成互补关系：
    7 repo stars
13. ▌
    Cost Attribution System Track And Optimize AI Spending · tools-only bundle

    Tracking AI infrastructure costs by team, project, user, and workflow enables accurate chargeback, budget management, and cost optimization.
    7 repo stars
14. ▌
    Cost Estimation · tools-only bundle

    This plan provides a comprehensive implementation guide for deploying a HIPAA-compliant Azure infrastructure supporting Contoso Healthcare's patient portal.
    7 repo stars
15. ▌
    Step 2 Architecture Assessment Pci Dss Gw · tools-only bundle

    This is a PCI-DSS Level 1 payment gateway on Azure, designed for 10,000 TPS sustained throughput with 99.99% availability.
    7 repo stars
16. ▌
    Step 2 Architecture Assessment Aks Platform · tools-only bundle

    (Application Gateway with AGIC), Azure SQL Database backend, and NAT Gateway for deterministic outbound traffic. The architecture follows the
    7 repo stars
17. ▌
    Step 2 Architecture Assessment Pci Dss Gw 2 · tools-only bundle

    This is a PCI-DSS Level 1 payment gateway on Azure, designed for 10,000 TPS sustained throughput with 99.99% availability.
    7 repo stars
18. ▌
    Step 2 Architecture Assessment Pci Dss Gw 3 · tools-only bundle

    This is a PCI-DSS Level 1 payment gateway on Azure, designed for 10,000 TPS sustained throughput with 99.99% availability.
    7 repo stars
19. ▌
    Step 2 Architecture Assessment Terraform E2e · tools-only bundle

    This is a small ecommerce storefront for a startup with <100 concurrent users, deployed to Azure as a dev-only environment using Terraform IaC.
    7 repo stars
20. ▌
    Step 2 Architecture Assessment Aks Platform 2 · tools-only bundle

    (Application Gateway with AGIC), Azure SQL Database backend, and NAT Gateway for deterministic outbound traffic. The architecture follows the
    7 repo stars
21. ▌
    Step 2 Architecture Assessment Aks Platform 3 · tools-only bundle

    This assessment evaluates an enterprise-grade AKS container platform with WAF-protected ingress (Application Gateway with AGIC), Azure SQL Database backend, and NAT Gateway for deterministic outbound traffic.
    7 repo stars
22. ▌
    Edsl Extension Authoring Guide · tools-only bundle

    This guide provides a comprehensive overview of how to author new extensions in the EDSL framework, based on analysis of the existing codebase.
    7 repo stars
23. ▌
    Flask Python Web Security Spec Flask 3 1 X Python 3 X · tools-only bundle

    It is intentionally written as a set of normative requirements (“MUST/SHOULD/MAY”) plus audit rules (what bad patterns look like, how to detect them, and how to fix/mitigate them).
    7 repo stars
24. ▌
    Main Agent Module Refactoring · tools-only bundle

    Refactored src/tunacode/core/agents/main.py from 641 lines to 389 lines (39% reduction) by extracting focused modules and removing dead code.
    7 repo stars
25. ▌
    Frontend Javascript Typescript Web Security Spec Vanilla 2 · tools-only bundle

    It is intentionally written as a set of normative requirements (“MUST/SHOULD/MAY”) plus audit rules (what bad patterns look like, how to detect them, and how to fix/mitigate them).
    7 repo stars
26. ▌
    Campaign Metrics Benchmarks · tools-only bundle

    Industry benchmark reference for marketing campaign performance metrics. Use these benchmarks to contextualize your campaign results, identify underperformance, and set realistic targets.
    7 repo stars
27. ▌
    Behavioral Impact 2 · tools-only bundle

    Tunacode uses a strict cache registry (CacheManager) plus typed cache accessors as the only supported public boundary for cache reads/writes.
    7 repo stars
28. ▌
    Tool Specification Mshtools Browserscrollup · tools-only bundle

    Vertical scroll automation to access content above current viewport. Enables navigation back to headers, menus, and previously viewed content.
    7 repo stars
29. ▌
    AI Ml Data Science Plugins Complete · tools-only bundle

    Created 25 comprehensive AI/ML data science plugins covering the complete machine learning lifecycle from data preprocessing to model deployment and ethical validation.
    7 repo stars
30. ▌
    Django Python Web Security Spec Django 6 0 X Python 3 X · tools-only bundle

    It is intentionally written as a set of normative requirements (“MUST/SHOULD/MAY”) plus audit rules (what bad patterns look like, how to detect them, and how to fix/mitigate them).
    7 repo stars
31. ▌
    Fastapi Python Web Security Spec Fastapi 0 128 X Python 3 X · tools-only bundle

    It is intentionally written as a set of normative requirements (“MUST/SHOULD/MAY”) plus audit rules (what bad patterns look like, how to detect them, and how to fix/mitigate them).
    7 repo stars
32. ▌
    Scenariolist Source Refactoring Checklist · tools-only bundle

    This document outlines the refactoring process to move the from_X methods from ScenarioList to child classes of Source.
    7 repo stars
33. ▌
    Parallel Development With Git Worktrees A Skill Plus · tools-only bundle

    Working on a single task at a time is fine -- until you have three bugs to fix, a feature to ship, and a PR review waiting.
    7 repo stars
34. ▌
    Truth Invariants Enterprise Mode 2 · tools-only bundle

    This standard operates in ENTERPRISE MODE ONLY. There is no "Anthropic-minimum" mode. All requirements herein are MANDATORY for marketplace publication, CI gates, and production deployment.
    7 repo stars
35. ▌
    Research Core Directory Structure Analysis · tools-only bundle

    Map out the src/tunacode/core/ directory to understand its structure, identify bloating/messiness issues, and provide recommendations for cleanup and consolidation.
    7 repo stars
36. ▌
    Research Core Directory Structure Analysis 2 · tools-only bundle

    Map out the src/tunacode/core/ directory to understand its structure, identify bloating/messiness issues, and provide recommendations for cleanup and consolidation.
    7 repo stars
37. ▌
    Express Node JS Web Security Spec Express 5 X 4 19 2 Plus · tools-only bundle

    It is intentionally written as a set of normative requirements (“MUST/SHOULD/MAY”) plus audit rules (what bad patterns look like, how to detect them, and how to fix/mitigate them).
    7 repo stars
38. ▌
    Code Reviewer 15 · tools-only bundle

    Post-implementation review. The last line of defense before merge.
    7 repo stars
39. ▌
    Netlify Deployment Patterns 2 · tools-only bundle

    Common deployment scenarios and best practices for the Netlify skill.
    7 repo stars
40. ▌
    Figma MCP Tools And Prompt Patterns 2 · tools-only bundle

    Quick reference for the Figma MCP toolset, when to use each tool, and prompt examples to steer output toward your stack.
    7 repo stars
41. ▌
    Security Controls And Asset Categories 2 · tools-only bundle

    Use this as a lightweight checklist to keep outputs consistent across teams. Prefer concrete, system-specific items over generic text.
    7 repo stars
42. ▌
    Sepay Webhooks · tools-only bundle

    Provide token endpoint, client ID, and client secret in dashboard.
    7 repo stars
43. ▌
    Working With Variant Files Vcf Bcf · tools-only bundle

    Pysam provides the VariantFile class for reading and writing VCF (Variant Call Format) and BCF (binary VCF) files. These files contain information about genetic variants, including SNPs, indels, and structural variants.
    7 repo stars
44. ▌
    Video Analysis Reference · tools-only bundle

    Comprehensive guide for video understanding, temporal analysis, and YouTube processing using Gemini API.
    7 repo stars
45. ▌
    Fn 1 3 Flowctl Memory Commands · tools-only bundle

    Add flowctl commands for manual memory management. These complement auto-capture by allowing manual additions (conventions, decisions) and retrieval.
    7 repo stars
46. ▌
    Ralph Autonomous Loop · tools-only bundle

    Ralph is Flow-Next's repo-local autonomous harness. It loops over tasks, applies multi-model review gates, and produces production-quality code overnight.
    7 repo stars
47. ▌
    What Is Leanos Pro · tools-only bundle

    LeanOS absorbs the knowledge required to build and run a business — strategy, product, engineering, sales, marketing, customer success, operations — and makes it available through specialized agents and skills.
    7 repo stars
48. ▌
    Adr 019 Variables As A Provider · tools-only bundle

    Project variables (--var, COLINVAR*) were being ignored for cached documents. The staleness check didn't consider variable values, so changing a variable wouldn't trigger recompilation.
    7 repo stars
49. ▌
    Fn 9 17 Run Spawning And Detach · tools-only bundle

    Ralph creates run ID in format YYYY-MM-DD-NNN. After spawn, poll scripts/ralph/runs/ to detect new run.
    7 repo stars
50. ▌
    Vector Database Comparison And Configuration · tools-only bundle

    Vector databases store and efficiently retrieve document embeddings for semantic search in RAG systems.
    7 repo stars
51. ▌
    Visual Review Workflow For Presentations · tools-only bundle

    Visual review is a critical quality assurance step for presentations, allowing you to identify and fix layout issues, text overflow, element overlap, and design problems before presenting.
    7 repo stars
52. ▌
    Fn 9 16 CI CD Workflow · tools-only bundle

    Create GitHub Actions workflow for CI/CD and npm publishing.
    7 repo stars
53. ▌
    Error Handling Reference 8 · tools-only bundle

    Comprehensive error codes and solutions for arbitrage opportunity detection.
    7 repo stars
54. ▌
    Tdc Utilities And Data Functions · tools-only bundle

    This document provides comprehensive documentation for TDC's data processing, evaluation, and utility functions.
    7 repo stars
55. ▌
    Vulnerability Management Guide · tools-only bundle

    Complete workflow for vulnerability identification, assessment, prioritization, and remediation.
    7 repo stars
56. ▌
    Creem Io Webhooks · tools-only bundle

    Configure webhook endpoint in Creem dashboard. Receive events at your endpoint URL.
    7 repo stars
57. ▌
    Routing Configuration Files · tools-only bundle

    The routing configuration files, located in Public/Configs/Routing/, define how WilmerAI directs incoming user prompts to different processing workflows.
    7 repo stars
58. ▌
    Common Pitfalls · tools-only bundle

    Python if/else statements are evaluated at model construction time, not during sampling.
    7 repo stars
59. ▌
    Turn Gotchas And Troubleshooting 2 · tools-only bundle

    Common mistakes, security best practices, and troubleshooting for Cloudflare TURN.
    7 repo stars
60. ▌
    R2 SQL Gotchas 2 · tools-only bundle

    Max LIMIT is 10,000. For pagination, use WHERE filters with partition keys.
    7 repo stars
61. ▌
    Gotchas And Best Practices 2 · tools-only bundle

    Token changes on each expose operation, preventing unauthorized access.
    7 repo stars
62. ▌
    Workerd Gotchas 2 · tools-only bundle

    See configuration.md for config details, patterns.md for working examples, api.md for runtime APIs.
    7 repo stars
63. ▌
    Preset Configuration Files · tools-only bundle

    Preset files are JSON configurations that define the generation parameters for a Large Language Model (LLM).
    7 repo stars
64. ▌
    Fn 17 Wti 7 Run Smoke Tests And Update Docs · tools-only bundle

    Run smoke tests to verify changes, update README docs to remove "auto-detect" from priority.
    7 repo stars
65. ▌
    Apitypes Configuration Files · tools-only bundle

    The ApiTypes configuration files are the "drivers" for WilmerAI's llmapis layer. Each JSON file defines how the middleware should communicate with a specific type of Large Language Model (LLM) backend API.
    7 repo stars
66. ▌
    Email Workers Gotchas 2 · tools-only bundle

    Replies fail silently without DMARC. Verify: dig TXT _dmarc.example.com
    7 repo stars
67. ▌
    1 Core Concepts And Architecture 3 · tools-only bundle

    This guide provides a deep dive into the architecture and implementation of the conversational memory features within WilmerAI.
    7 repo stars
68. ▌
    Deeptools Complete Tool Reference · tools-only bundle

    This document provides a comprehensive reference for all deepTools command-line utilities organized by category.
    7 repo stars
69. ▌
    Smart Placement Gotchas 2 · tools-only bundle

    This is one of the most common and impactful Smart Placement misconfigurations.
    7 repo stars
70. ▌
    Bot Management Gotchas 2 · tools-only bundle

    Issue resolves automatically after 48h. Contact Cloudflare Support if persists.
    7 repo stars
71. ▌
    Training Pipelines · tools-only bundle

    Training pipelines orchestrate the end-to-end model training process including data loading, distributed training, hyperparameter optimization, and artifact management.
    7 repo stars
72. ▌
    Pull Request Creator · tools-only bundle

    This automates PR creation with AI-generated description based on commits, keeping developers in flow state. Reduces PR creation time from 5 min to 30 seconds. -->
    7 repo stars
73. ▌
    Using Uv Uvx With Voice Mode · tools-only bundle

    This guide covers how to use the uv package manager and its uvx tool to install and manage Voice Mode.
    7 repo stars
74. ▌
    CLI Command Reference · tools-only bundle

    The --transport option selects the HTTP transport protocol for the MCP server.
    7 repo stars
75. ▌
    Music For Programming Integration · tools-only bundle

    The episode number and curator name form the filename. Episodes are freely downloadable from the website.
    7 repo stars
76. ▌
    Endpoint Configuration Files · tools-only bundle

    The Endpoint configuration files define a connection to a specific Large Language Model (LLM) backend.
    7 repo stars
77. ▌
    Synthesize Discovery Findings · tools-only bundle

    Complete list of all findings extracted from sources with full detail.
    7 repo stars
78. ▌
    Connecting Sillytavern To Wilmerai Out Of Date Will Update · tools-only bundle

    This guide provides comprehensive instructions for connecting SillyTavern to a running WilmerAI instance.
    7 repo stars
79. ▌
    Developer Guide The Conditional Node · tools-only bundle

    Here is the updated documentation for the new Conditional node.
    7 repo stars
80. ▌
    Safe Merge Checker · tools-only bundle

    developers into conflict resolution mode unexpectedly. This previews conflicts BEFORE starting merge, allowing planned resolution. Reduces merge anxiety. -->
    7 repo stars
81. ▌
    Cryptography Audit · tools-only bundle

    Automatically reviews cryptographic implementations in your codebase to identify weak algorithms, improper key management, and common cryptographic vulnerabilities.
    7 repo stars
82. ▌
    Analytics Engine Gotchas 2 · tools-only bundle

    Query API requires HTTP auth. Use external service or cache in KV/D1.
    7 repo stars
83. ▌
    Realtimekit Gotchas And Troubleshooting 2 · tools-only bundle

    Verify token validity, check API token has Realtime / Realtime Admin permissions, enable TURN service for restrictive networks
    7 repo stars
84. ▌
    System Architecture The Three Memory Components · tools-only bundle

    WilmerAI uses a sophisticated, multi-layered memory system for managing long-term conversational context.
    7 repo stars
85. ▌
    Branch Creator · tools-only bundle

    often forget or use inconsistent names. This ensures compliance and includes issue number automatically. Prevents PR rejection due to branch naming. -->
    7 repo stars
86. ▌
    Cryptography Expert · tools-only bundle

    You are a specialized AI agent with deep expertise in cryptography, encryption, hashing, and secure data protection.
    7 repo stars
87. ▌
    Pydantic Logfire · tools-only bundle

    Pydantic Logfire is an AI-native observability platform built by the team behind Pydantic.
    7 repo stars
88. ▌
    Problem Addressed 10 · tools-only bundle

    Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed (acquired by Facebook in 2009).
    7 repo stars
89. ▌
    A Comprehensive Guide To Wilmerai Workflow Nodes · tools-only bundle

    This document provides an exhaustive reference for all available non-memory-related nodes within the WilmerAI workflow system.
    7 repo stars
90. ▌
    The Staticresponse Node · tools-only bundle

    The StaticResponse node is a simple utility node that returns a hardcoded string defined directly within the workflow.
    7 repo stars
91. ▌
    Data Extraction The Jsonextractor Node · tools-only bundle

    The JsonExtractor node is a utility for extracting a specific field from a JSON string.
    7 repo stars
92. ▌
    Worktree Parallel Init · tools-only bundle

    You are setting up parallel worktrees so the user can work on multiple tasks simultaneously in separate Ghostty terminal panels, each running its own Claude instance.
    7 repo stars
93. ▌
    The Imageprocessor Node · tools-only bundle

    This guide provides a comprehensive, code-validated overview of the ImageProcessor node for WilmerAI.
    7 repo stars
94. ▌
    Change M03 · tools-only bundle

    项目已有 Langfuse 集成（src/stockdatasource/llm/client.py），ScreenerAgent 需使用 getllm_client() 获取已配置 Langfuse 追踪的 LLM 客户端。
    7 repo stars
95. ▌
    Iterm2 Plus Claude Code Session Awareness Optimization · tools-only bundle

    When running multiple Claude Code sessions simultaneously in iTerm2, you lose track of which sessions are waiting for your input.
    7 repo stars
96. ▌
    Quick Guide To Setting Up Open Webui With Wilmerai Out Of · tools-only bundle

    NOTE: Make sure that you already set up Wilmer-Api in order to be able to connect to it. Choose an Open WebUI friendly example user.
    7 repo stars
97. ▌
    Building Voice Mode · tools-only bundle

    This guide covers building Voice Mode for local development and testing.
    7 repo stars
98. ▌
    Openakita Deployment Guide English · tools-only bundle

    This is the core configuration file of OpenAkita, supporting multi-endpoint, automatic failover, and capability-based routing.
    7 repo stars
99. ▌
    Openakita Deployment Guide English 2 · tools-only bundle

    This is the core configuration file of OpenAkita, supporting multi-endpoint, automatic failover, and capability-based routing.
    7 repo stars
100. ▌
     Openakita Deployment Guide English 3 · tools-only bundle

     This is the core configuration file of OpenAkita, supporting multi-endpoint, automatic failover, and capability-based routing.
     7 repo stars