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1. ▌
   LLM CLI Skill Start Here · tools-only bundle

   Welcome to the LLM CLI Skill! This document will get you started in 5 minutes.
   7 repo stars
2. ▌
   Orbstack Fast Lightweight Docker Desktop And Linux Vm · tools-only bundle

   OrbStack is a fast, lightweight, and efficient Docker Desktop alternative for macOS that also supports full Linux virtual machines and Kubernetes.
   7 repo stars
3. ▌
   U Pyupgrade Rules · tools-only bundle

   This rule family provides comprehensive checks for Python code quality and style conformance.
   7 repo stars
4. ▌
   Code Quality Standards · tools-only bundle

   Skill Seekers maintains high code quality through automated linting, comprehensive testing, and continuous integration.
   7 repo stars
5. ▌
   Openhands Open Platform For Cloud Coding Agents 2 · tools-only bundle

   OpenHands is an open-source, model-agnostic platform for building and deploying AI coding agents.
   7 repo stars
6. ▌
   Mimir MCP Git Backed AI Memory System · tools-only bundle

   Mimir is a Model Context Protocol (MCP) server that provides persistent, git-versioned memory storage for LLM applications.
   7 repo stars
7. ▌
   Environment Variables 6 · tools-only bundle

   The OpenAI-Compatible provider enables you to use any service that implements the OpenAI API format.
   7 repo stars
8. ▌
   Actions Reference 2 · tools-only bundle

   Complete guide to Agent Actions in Agentforce: Flow, Apex, API actions, escalation routing, and GenAiFunction metadata.
   7 repo stars
9. ▌
   Actions Reference 3 · tools-only bundle

   Complete guide to Agent Actions in Agentforce: Flow, Apex, API actions, escalation routing, and GenAiFunction metadata.
   7 repo stars
10. ▌
    Actions Reference 4 · tools-only bundle

    Complete guide to Agent Actions in Agentforce: Flow, Apex, API actions, escalation routing, and GenAiFunction metadata.
    7 repo stars
11. ▌
    Actions Reference 5 · tools-only bundle

    Complete guide to Agent Actions in Agentforce: Flow, Apex, API actions, escalation routing, and GenAiFunction metadata.
    7 repo stars
12. ▌
    Actions Reference 6 · tools-only bundle

    Complete guide to Agent Actions in Agentforce: Flow, Apex, API actions, escalation routing, and GenAiFunction metadata.
    7 repo stars
13. ▌
    Actions Reference 7 · tools-only bundle

    Complete guide to Agent Actions in Agentforce: Flow, Apex, API actions, escalation routing, and GenAiFunction metadata.
    7 repo stars
14. ▌
    Actions Reference 8 · tools-only bundle

    Complete guide to Agent Actions in Agentforce: Flow, Apex, API actions, escalation routing, and GenAiFunction metadata.
    7 repo stars
15. ▌
    Actions Reference 9 · tools-only bundle

    Complete guide to Agent Actions in Agentforce: Flow, Apex, API actions, escalation routing, and GenAiFunction metadata.
    7 repo stars
16. ▌
    Agent Script Patterns Quick Reference · tools-only bundle

    3-variable state machine that bypasses the LLM topic selector when a gate holds focus and routes users through an auth gate before accessing protected topics.
    7 repo stars
17. ▌
    Agent Script Patterns Quick Reference 2 · tools-only bundle

    3-variable state machine that bypasses the LLM topic selector when a gate holds focus and routes users through an auth gate before accessing protected topics.
    7 repo stars
18. ▌
    Agent Script Patterns Quick Reference 3 · tools-only bundle

    3-variable state machine that bypasses the LLM topic selector when a gate holds focus and routes users through an auth gate before accessing protected topics.
    7 repo stars
19. ▌
    Agent Script Patterns Quick Reference 4 · tools-only bundle

    3-variable state machine that bypasses the LLM topic selector when a gate holds focus and routes users through an auth gate before accessing protected topics.
    7 repo stars
20. ▌
    Agent Script Patterns Quick Reference 5 · tools-only bundle

    3-variable state machine that bypasses the LLM topic selector when a gate holds focus and routes users through an auth gate before accessing protected topics.
    7 repo stars
21. ▌
    Agent Script Patterns Quick Reference 6 · tools-only bundle

    Execute code automatically before and after every reasoning step.
    7 repo stars
22. ▌
    Agent Script Patterns Quick Reference 7 · tools-only bundle

    3-variable state machine that bypasses the LLM topic selector when a gate holds focus and routes users through an auth gate before accessing protected topics.
    7 repo stars
23. ▌
    Guardrail Hierarchy For Agentforce · tools-only bundle

    Effective Agentforce agents use defense in depth — multiple layers of guardrails working together to ensure safe, accurate, and compliant conversations. This guide documents the four-layer guardrail model.
    7 repo stars
24. ▌
    Guardrail Hierarchy For Agentforce 2 · tools-only bundle

    Effective Agentforce agents use defense in depth — multiple layers of guardrails working together to ensure safe, accurate, and compliant conversations. This guide documents the four-layer guardrail model.
    7 repo stars
25. ▌
    When To Use 3 · tools-only bundle

    Session retrospective for continual learning. Reviews conversation, extracts learnings, updates skills.
    7 repo stars
26. ▌
    Automation Advisor Web Server Guide · tools-only bundle

    Full decision tree, threshold gauge, break-even timeline, and risk matrix embedded in report.
    7 repo stars
27. ▌
    Persona Design Guide For Agentforce Agents · tools-only bundle

    A persona defines your Agentforce agent's personality, communication style, and behavioral constraints. It's the "who" behind the AI—the voice, tone, and character that users interact with during every conversation.
    7 repo stars
28. ▌
    Persona Design Guide For Agentforce Agents 2 · tools-only bundle

    A persona defines your Agentforce agent's personality, communication style, and behavioral constraints. It's the "who" behind the AI—the voice, tone, and character that users interact with during every conversation.
    7 repo stars
29. ▌
    Speech To Text Stt · tools-only bundle

    Speech-to-Text models transcribe audio files into text. They support various audio formats, languages, and can include features like timestamp generation, speaker identification, and translation.
    7 repo stars
30. ▌
    Text To Speech Tts · tools-only bundle

    Text-to-Speech models convert written text into natural-sounding audio. They support multiple voices, languages, and audio formats, enabling applications from voice assistants to audiobook generation.
    7 repo stars
31. ▌
    R Flake8 Return Rules · tools-only bundle

    This rule family provides specialized checks for Python code quality and specific use cases.
    7 repo stars
32. ▌
    Ruf Ruff Specific Rules · tools-only bundle

    This rule family provides comprehensive checks for Python code quality and style conformance.
    7 repo stars
33. ▌
    T Type Checking Rules · tools-only bundle

    This rule family provides specialized checks for Python code quality and specific use cases.
    7 repo stars
34. ▌
    Decision Frameworks Deep Dives · tools-only bundle

    Extended explanations and applications for each framework in the decision toolkit.
    7 repo stars
35. ▌
    Sam Harness · tools-only bundle

    The SAM Harness is the AI workflow automation system that implements the Stateless Agent Methodology (SAM) as a Claude Code Plugin.
    7 repo stars
36. ▌
    Conversation Patterns For Agentforce · tools-only bundle

    This guide maps IBM's Natural Conversation Framework patterns to Salesforce Agentforce implementations. Each pattern represents a fundamental conversation structure that solves specific user needs.
    7 repo stars
37. ▌
    Conversation Patterns For Agentforce 2 · tools-only bundle

    This guide maps IBM's Natural Conversation Framework patterns to Salesforce Agentforce implementations. Each pattern represents a fundamental conversation structure that solves specific user needs.
    7 repo stars
38. ▌
    Groq Orpheus Tts Implementation · tools-only bundle

    Replaced browser Web Speech API with Groq Orpheus (canopylabs/orpheus-v1-english) for superior voice quality.
    7 repo stars
39. ▌
    Quality Metrics For Agentforce Conversation Design · tools-only bundle

    This guide defines key performance indicators (KPIs), benchmarks, and improvement strategies for evaluating Agentforce agent quality. Use these metrics to measure success and identify areas for optimization.
    7 repo stars
40. ▌
    Quality Metrics For Agentforce Conversation Design 2 · tools-only bundle

    This guide defines key performance indicators (KPIs), benchmarks, and improvement strategies for evaluating Agentforce agent quality. Use these metrics to measure success and identify areas for optimization.
    7 repo stars
41. ▌
    Bias Encyclopedia · tools-only bundle

    A comprehensive reference for cognitive biases that affect decision-making.
    7 repo stars
42. ▌
    Transformers Advanced Features · tools-only bundle

    The Esperanto Transformers provider brings advanced embedding features to local, privacy-first processing.
    7 repo stars
43. ▌
    Automation Advisor Normalization And Enhancement Report · tools-only bundle

    Successfully normalized the automation advisor interface to follow a cohesive design system and enhanced it to be visually bolder and more engaging while maintaining professional credibility.
    7 repo stars
44. ▌
    Copier Astral Python Project Template With Astral Toolchain 2 · tools-only bundle

    copier-astral is an opinionated Copier template for bootstrapping Python projects using Astral's modern toolchain.
    7 repo stars
45. ▌
    Installing From Local Path · tools-only bundle

    Local installation enables developers to install packages directly from project directories, supporting development workflows, testing scenarios, and private package deployment.
    7 repo stars
46. ▌
    Python Dotenv Environment Variable Management For Python · tools-only bundle

    python-dotenv reads key-value pairs from a .env file and can set them as environment variables. It helps in the development of applications following the 12-factor app principles.
    7 repo stars
47. ▌
    AI Code Review Tool · tools-only bundle

    A minimalist code review tool that performs automated code reviews using AI models. Available as both a CLI tool and a GitHub Action.
    7 repo stars
48. ▌
    Task Aware Embeddings · tools-only bundle

    Task-aware embeddings represent a breakthrough in semantic processing. Instead of one-size-fits-all vectors, you can optimize embeddings for specific tasks, achieving 15-30% performance improvements in search relevance…
    7 repo stars
49. ▌
    Y Flake8 2020 Rules · tools-only bundle

    This rule family provides specialized checks for Python code quality and specific use cases.
    7 repo stars
50. ▌
    Openrouter Integration LLM CLI Skill · tools-only bundle

    The LLM CLI Skill now includes OpenRouter support, providing unified access to 200+ LLM models from multiple providers through a single API.
    7 repo stars
51. ▌
    Plan Management · tools-only bundle

    Issues are audit records. Even a 30-second bug fix: create issue → fix → comment with file:line → close.
    7 repo stars
52. ▌
    Plan Management 2 · tools-only bundle

    Issues are audit records. Even a 30-second bug fix: create issue → fix → comment with file:line → close.
    7 repo stars
53. ▌
    Escalation Patterns For Agentforce · tools-only bundle

    This guide catalogs escalation triggers, routing patterns, and context handoff mechanisms for Agentforce agents. Effective escalation ensures customers reach human agents at the right time with the right context.
    7 repo stars
54. ▌
    Escalation Patterns For Agentforce 2 · tools-only bundle

    This guide catalogs escalation triggers, routing patterns, and context handoff mechanisms for Agentforce agents. Effective escalation ensures customers reach human agents at the right time with the right context.
    7 repo stars
55. ▌
    Gitlab CI CD Steps Overview And Specifications · tools-only bundle

    Comprehensive technical reference for GitLab CI/CD Steps feature syntax, capabilities, and step definition structure.
    7 repo stars
56. ▌
    Kimi Full Filesystems 2 · tools-only bundle

    Standard single-agent tool use with OK Computer environment. This environment/system prompt is used as the base layer for all other KIMI agents with the exception of KIMI slides, which uses the same environment with a…
    7 repo stars
57. ▌
    Docs MCP Server Grounded Docs Local Documentation Index For · tools-only bundle

    Docs MCP Server (branded as "Grounded Docs") is an open-source MCP server that solves AI hallucinations and outdated knowledge by providing a personal, always-current documentation index.
    7 repo stars
58. ▌
    Instruction Writing Guide For Agentforce Agents · tools-only bundle

    Agent-level instructions define the agent's global persona and behavior.
    7 repo stars
59. ▌
    Instruction Writing Guide For Agentforce Agents 2 · tools-only bundle

    Agent-level instructions define the agent's global persona and behavior.
    7 repo stars
60. ▌
    Industry Frameworks For Agentforce Conversation Design · tools-only bundle

    This guide maps five leading conversation design frameworks to Salesforce Agentforce implementations. Use these frameworks as lenses to evaluate and improve your agent's conversational quality.
    7 repo stars
61. ▌
    Industry Frameworks For Agentforce Conversation Design 2 · tools-only bundle

    This guide maps five leading conversation design frameworks to Salesforce Agentforce implementations. Use these frameworks as lenses to evaluate and improve your agent's conversational quality.
    7 repo stars
62. ▌
    Code Review Checklist 2 · tools-only bundle

    Structured checklists for systematic code review across different aspects.
    7 repo stars
63. ▌
    Websocket Integration Implementation Summary · tools-only bundle

    The WebSocket integration layer for the Analytics Dashboard has been successfully built and is ready for testing.
    7 repo stars
64. ▌
    Implementation Summary · tools-only bundle

    AI-powered code review tool that analyzes Git branch differences and generates comprehensive review reports. Built with minimalism and token efficiency as core principles. Available as CLI/Docker or GitHub Action.
    7 repo stars
65. ▌
    Enhanced UX LLM Driven Contextual Suggestions For · tools-only bundle

    Transform the Automation Advisor from a linear questionnaire into an intelligent, adaptive conversation by using LLMs to generate real-time contextual suggestions.
    7 repo stars
66. ▌
    Topic Architecture Guide For Agentforce Agents · tools-only bundle

    Topics are the organizational units that structure your Agentforce agent's capabilities. Each topic is a classification bucket that groups related actions together and defines a distinct area of expertise for your agent.
    7 repo stars
67. ▌
    Topic Architecture Guide For Agentforce Agents 2 · tools-only bundle

    Topics are the organizational units that structure your Agentforce agent's capabilities. Each topic is a classification bucket that groups related actions together and defines a distinct area of expertise for your agent.
    7 repo stars
68. ▌
    Building With Python S Build Tool · tools-only bundle

    The build module is Python's official standards-compliant build tool, providing a simple interface for building packages from any PEP 517-compatible backend including Hatchling.
    7 repo stars
69. ▌
    Direct References Vcs And Local Dependencies · tools-only bundle

    Direct references allow dependencies to be specified using URLs pointing to version control systems or local filesystem paths, instead of relying on version specifiers.
    7 repo stars
70. ▌
    Microsoft Graphrag 2 · tools-only bundle

    GraphRAG is a modular graph-based Retrieval-Augmented Generation (RAG) system developed by Microsoft Research.
    7 repo stars
71. ▌
    Environment Version Source · tools-only bundle

    The environment version source plugin retrieves project versions from environment variables.
    7 repo stars
72. ▌
    Langchain Integration · tools-only bundle

    Esperanto provides seamless integration with LangChain, allowing you to convert any language model provider into a LangChain-compatible chat model.
    7 repo stars
73. ▌
    Code CLI Environment · tools-only bundle

    Claude Code CLI - writes to local filesystem in working directory.
    7 repo stars
74. ▌
    Reproducible Builds Guide For Claude · tools-only bundle

    This reference helps Claude implement reproducible builds in Hatchling projects. Reproducible builds ensure identical binary artifacts from the same source code, enabling verification and consistent deployments.
    7 repo stars
75. ▌
    Jira Wiki Markup Syntax Quick Reference · tools-only bundle

    Complete reference for Jira's wiki markup syntax to ensure proper formatting in tickets, comments, and descriptions.
    7 repo stars
76. ▌
    Build Output Directory Customization · tools-only bundle

    Hatchling supports flexible artifact placement through configuration and environment variables, enabling organized builds, CI/CD integration, and multi-configuration management.
    7 repo stars
77. ▌
    Regex Version Source · tools-only bundle

    The regex version source is the default version source plugin in Hatchling. It extracts version information from files using regular expressions, providing a simple yet powerful method for managing versions stored as…
    7 repo stars
78. ▌
    Setup CI Publishing Token · tools-only bundle

    Creates a GitLab project access token with permissions for publishing releases and uploading artifacts, then adds it as a protected, masked CI/CD variable.
    7 repo stars
79. ▌
    Fastmcp 3 X Development Guidelines · tools-only bundle

    Complete guide to building MCP servers with FastMCP 3.x, covering decorators, provider/transform architecture, component versioning, authorization, session state, validation, async patterns, error handling, background…
    7 repo stars
80. ▌
    Fastmcp Development Guidelines · tools-only bundle

    Complete guide to building MCP servers with FastMCP, covering decorators, validation, async patterns, error handling, and deployment.
    7 repo stars
81. ▌
    Mkdocs Configuration Reference · tools-only bundle

    MkDocs uses a YAML configuration file named mkdocs.yml (or mkdocs.yaml) in the project root.
    7 repo stars
82. ▌
    Gitlab CI Local Testing Guide · tools-only bundle

    Complete guide for setting up and using gitlab-ci-local to test GitLab CI/CD pipelines locally.
    7 repo stars
83. ▌
    Gitlab CI Local Testing Guide 2 · tools-only bundle

    Complete guide for setting up and using gitlab-ci-local to test GitLab CI/CD pipelines locally.
    7 repo stars
84. ▌
    Gitlab CI CD Pipeline Optimization Guide · tools-only bundle

    Best practices for optimizing GitLab CI/CD pipeline performance, reducing build times, and efficient resource usage.
    7 repo stars
85. ▌
    Environment Isolation · tools-only bundle

    Reference this guide when helping users understand environment isolation in hatchling, which ensures that builds are reproducible, dependencies don't conflict, and the build environment remains clean.
    7 repo stars
86. ▌
    Pre Commit Official Documentation References · tools-only bundle

    All documentation links reference official pre-commit framework documentation at and official git documentation at .
    7 repo stars
87. ▌
    Step Runner Architecture · tools-only bundle

    Step Runner implements GitLab Steps RFC through Protocol Buffer-based CI/CD step execution engine.
    7 repo stars
88. ▌
    Fix Skill Execution Broken In Fork Mode · tools-only bundle

    The last30days v2 skill stopped running its Python script and stopped showing acknowledgment text. The agent jumps straight to WebSearch, ignoring all instructions to run bash first or output text.
    7 repo stars
89. ▌
    Feat Smart Supplemental Search Entity Aware Secondary · tools-only bundle

    Add an intelligent "discover → drill down" second pass to both Reddit and X searches.
    7 repo stars
90. ▌
    Reasoning Workflow · tools-only bundle

    How to use the reasoning agent and skills for structured thinking, problem solving, creative ideation, and learning.
    7 repo stars
91. ▌
    Quote And Order Data Model Template · tools-only bundle

    Pre-built data model for Salesforce Quotes and Orders using flowchart LR format with color coding and relationship indicators.
    7 repo stars
92. ▌
    Rdd Operations · tools-only bundle

    Transformations return a new RDD and are not executed until an action is called.
    7 repo stars
93. ▌
    Easy Diagram Generation Tool · tools-only bundle

    This tool automates the process of identifying and preparing Easy difficulty diagrams with high MicroSim match scores for generation.
    7 repo stars
94. ▌
    What It Measures 9 · tools-only bundle

    Each question has an unambiguous, fact-based answer that can be verified without subjective judgment.
    7 repo stars
95. ▌
    Usage Guide · tools-only bundle

    Each skill uses a modular design where you can use any module independently without following a sequence. For Chinese theses, structure mapping should run first when doing a full review or handling multi-file projects.
    7 repo stars
96. ▌
    CLI Arguments · tools-only bundle

    This page documents all command-line interface (CLI) arguments available for the LiteLLM proxy server.
    7 repo stars
97. ▌
    IOS Simulator Skill Development Repository · tools-only bundle

    This is the development repository for the iOS Simulator Skill. Users should download the packaged skill from GitHub Releases.
    7 repo stars
98. ▌
    IOS Simulator Skill Development Repository 2 · tools-only bundle

    This is the development repository for the iOS Simulator Skill. Users should download the packaged skill from GitHub Releases.
    7 repo stars
99. ▌
    Opportunities Phase · tools-only bundle

    Use when discovering and ranking opportunities tied to outcomes.
    7 repo stars
100. ▌
     Sepay Vietqr Generation · tools-only bundle

     Dynamic QR code generation service compatible with VietQR standard (NAPAS).
     7 repo stars