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1. ▌
   Vector Database Instrumentation Guide · tools-only bundle

   This guide provides step-by-step instructions for adding a new vector database instrumentation to OpenLIT, following the established patterns and conventions learned from Pinecone and ChromaDB implementations.
   7 repo stars
2. ▌
   Model Request Hangs Before Stream Opens · tools-only bundle

   Requests hang in the model request phase and eventually hit the global 120s timeout.
   7 repo stars
3. ▌
   Embedded Debug Tools 3 · tools-only bundle

   Commands for flashing, debugging, and inspecting nRF52 and STM32 targets.
   7 repo stars
4. ▌
   Commit Message Format 3 · tools-only bundle

   The scope is a module, component, or directory name - never a description of the change itself.
   7 repo stars
5. ▌
   Home Assistant With Zigbee2mqtt Docker Setup 2 · tools-only bundle

   Deploy Home Assistant and Zigbee2MQTT in Docker containers for Zigbee device integration and testing.
   7 repo stars
6. ▌
   Bicep Code Agent 3 · tools-only bundle

   Use as structural skeletons (replicate badges, TOC, navigation, attribution exactly).
   7 repo stars
7. ▌
   Clinical Trial Reporting Standards · tools-only bundle

   The International Council for Harmonisation (ICH) E3 guideline defines the structure and content of clinical study reports (CSRs) for regulatory submission.
   7 repo stars
8. ▌
   Postgresql Administration · tools-only bundle

   User management, backups, replication, maintenance, and production database administration.
   7 repo stars
9. ▌
   Postgresql Performance Optimization · tools-only bundle

   Query optimization, indexing strategies, EXPLAIN analysis, and performance tuning for PostgreSQL.
   7 repo stars
10. ▌
    Flow Plan Steps · tools-only bundle

    Use T-shirt sizes based on observable metrics — not token estimates (models can't reliably estimate tokens).
    7 repo stars
11. ▌
    Flow Plan Steps 2 · tools-only bundle

    Use T-shirt sizes based on observable metrics — not token estimates (models can't reliably estimate tokens).
    7 repo stars
12. ▌
    Flow Plan Steps 3 · tools-only bundle

    The Beads alternative in Step 4 is only about OUTPUT format, not skipping research.
    7 repo stars
13. ▌
    Preprocessing Pipelines And Transforms · tools-only bundle

    PathML provides a modular preprocessing architecture based on composable transforms organized into pipelines. Transforms are individual operations that modify images, create masks, or extract features.
    7 repo stars
14. ▌
    Postgresql Psql CLI · tools-only bundle

    Command-line interface for PostgreSQL: connection, meta-commands, scripting, and interactive usage.
    7 repo stars
15. ▌
    Microsim Index Generation Run Log · tools-only bundle

    Successfully updated the MicroSim index page (/docs/sims/index.md) and mkdocs.yml navigation to use mkdocs-material grid cards format with 36 MicroSims.
    7 repo stars
16. ▌
    Collaboration Modes · tools-only bundle

    This command sets how you and the user work together. Each mode has explicit behaviors you MUST follow.
    7 repo stars
17. ▌
    Flowctl CLI Reference · tools-only bundle

    CLI for .flow/ task tracking. Agents must use flowctl for all writes.
    7 repo stars
18. ▌
    Jakeybot Agents · tools-only bundle

    JakeyBot has tools which we will call agents that connects to the outside world and call functions outside text generation process.
    7 repo stars
19. ▌
    Tools Reference 2 · tools-only bundle

    Complete reference for tool definition and execution in the Vercel AI SDK.
    7 repo stars
20. ▌
    Voice Mode Tools Reference · tools-only bundle

    Voice Mode provides several tools through the Model Context Protocol (MCP) for voice interactions.
    7 repo stars
21. ▌
    Missing Microsim Generators · tools-only bundle

    These are general MicroSim generators that might be used to generate in many types of textbooks.
    7 repo stars
22. ▌
    Pipeline Orchestration · tools-only bundle

    Pipeline orchestration automates the end-to-end ML workflow from data ingestion through model deployment.
    7 repo stars
23. ▌
    Platform Events Guide · tools-only bundle

    Platform Events enable event-driven architecture in Salesforce. They provide a scalable, asynchronous messaging system for real-time integrations.
    7 repo stars
24. ▌
    Plan Review Workflow · tools-only bundle

    The reviewer model only sees selected files. RepoPrompt's Builder discovers context you'd miss (rp backend). Codex uses context hints from flowctl (codex backend).
    7 repo stars
25. ▌
    Plan Review Workflow 3 · tools-only bundle

    The reviewer model only sees selected files. RepoPrompt's Builder discovers context you'd miss (rp backend). Codex uses context hints from flowctl (codex backend).
    7 repo stars
26. ▌
    Epic Completion Review Workflow · tools-only bundle

    Receipt is written automatically by flowctl codex completion-review when --receipt provided. Format: {"type":"completionreview","id":"","mode":"codex","verdict":"","sessionid":"","timestamp":"..."}
    7 repo stars
27. ▌
    Multi Agent Development Workflow · tools-only bundle

    This workflow ensures complete isolation between agents during development, preventing any agent from seeing another's work until the appropriate phase.
    7 repo stars
28. ▌
    Development Workflow Conductor V3 · tools-only bundle

    This is the core workflow for every track. It prevents misalignment, redundant work, and scope drift by embedding evaluation checkpoints at every stage.
    7 repo stars
29. ▌
    Epic Completion Review Workflow 2 · tools-only bundle

    Receipt is written automatically by flowctl codex completion-review when --receipt provided. Format: {"type":"completionreview","id":"","mode":"codex","verdict":"","sessionid":"","timestamp":"..."}
    7 repo stars
30. ▌
    Docling Parsing Reference · tools-only bundle

    This reference covers document parsing operations, including converter initialization, format-specific options, and OCR configuration.
    7 repo stars
31. ▌
    Plan Review Workflow 2 · tools-only bundle

    We already KNOW the plan file. Builder's job is finding the surrounding context that makes review meaningful.
    7 repo stars
32. ▌
    Workflow API · tools-only bundle

    The Workflow API provides endpoints for managing workflow state, checkpoints, and execution control. Use these endpoints to inspect workflow progress, debug execution, and control running workflows.
    7 repo stars
33. ▌
    Microsim Matcher 2 · tools-only bundle

    The MicroSim Matcher functionality has been integrated into the microsim-generator meta-skill.
    7 repo stars
34. ▌
    Dj Mode · tools-only bundle

    Background music control during VoiceMode sessions, powered by mpv with IPC.
    7 repo stars
35. ▌
    Implementation Review Workflow 2 · tools-only bundle

    The reviewer model only sees selected files. RepoPrompt's Builder discovers context you'd miss (rp backend). Codex uses context hints from flowctl (codex backend).
    7 repo stars
36. ▌
    Agent And Skill Workflow · tools-only bundle

    Agentic InfraOps uses a multi-agent orchestration system where specialized AI agents coordinate through artifact handoffs to transform Azure infrastructure requirements into deployed Bicep code.
    7 repo stars
37. ▌
    Agent And Skill Workflow 2 · tools-only bundle

    Agentic InfraOps uses a multi-agent orchestration system where specialized AI agents coordinate through artifact handoffs to transform Azure infrastructure requirements into deployed Bicep code.
    7 repo stars
38. ▌
    Agent And Skill Workflow 3 · tools-only bundle

    Agentic InfraOps uses a multi-agent orchestration system where specialized AI agents coordinate through artifact handoffs to transform Azure infrastructure requirements into deployed infrastructure code.
    7 repo stars
39. ▌
    Agent And Skill Workflow 4 · tools-only bundle

    Agentic InfraOps uses a multi-agent orchestration system where specialized AI agents coordinate through artifact handoffs to transform Azure infrastructure requirements into deployed Bicep code.
    7 repo stars
40. ▌
    Implementation Review Workflow 3 · tools-only bundle

    The reviewer model only sees selected files. RepoPrompt's Builder discovers context you'd miss (rp backend). Codex uses context hints from flowctl (codex backend).
    7 repo stars
41. ▌
    Agent And Skill Workflow 5 · tools-only bundle

    Agentic InfraOps uses a multi-agent orchestration system where specialized AI agents coordinate through artifact handoffs to transform Azure infrastructure requirements into deployed Bicep code.
    7 repo stars
42. ▌
    Agentic Infraops Agent Workflow · tools-only bundle

    This document describes the 7-step agent workflow for Azure infrastructure development with Agentic InfraOps.
    7 repo stars
43. ▌
    Interactive Stories And Adventures · tools-only bundle

    Story characters provide immersive, interactive narrative experiences that combine storytelling with gameplay elements.
    7 repo stars
44. ▌
    Microsim Screen Capture 2 · tools-only bundle

    The microsim-screen-capture skill automates the capture of high-quality screenshots for MicroSim visualizations using Chrome headless mode.
    7 repo stars
45. ▌
    Non English Language Support · tools-only bundle

    When speaking non-English languages, you must specify both voice and tts_provider for proper pronunciation. Default OpenAI voices speak non-English with an American accent.
    7 repo stars
46. ▌
    Create Pull Request · tools-only bundle

    Create a pull request with a well-structured description based on the branch changes.
    7 repo stars
47. ▌
    Tui Code Review · tools-only bundle

    Load beagle-go:review-verification-protocol skill and keep its checklist in mind throughout the review.
    7 repo stars
48. ▌
    Tui Code Review 2 · tools-only bundle

    Load beagle-go:review-verification-protocol skill and keep its checklist in mind throughout the review.
    7 repo stars
49. ▌
    Tui Code Review 3 · tools-only bundle

    Load beagle:review-verification-protocol skill and keep its checklist in mind throughout the review.
    7 repo stars
50. ▌
    Repo Agent Instructions · tools-only bundle

    Instructions for Phase 1 agents that gather facts from a single repository.
    7 repo stars
51. ▌
    Commit And Push 2 · tools-only bundle

    Commit all local changes following Conventional Commits format and push to remote.
    7 repo stars
52. ▌
    Review Plan 2 · tools-only bundle

    Use the Skill tool to load each applicable skill (e.g., Skill(skill: "beagle-python:python-code-review")).
    7 repo stars
53. ▌
    Review Plan 3 · tools-only bundle

    Use the Skill tool to load each applicable skill (e.g., Skill(skill: "beagle:python-code-review")).
    7 repo stars
54. ▌
    Planning Reviewing And Implementing Workflow · tools-only bundle

    How the planning skills work together as an assembly line — from feature idea to shipped code.
    7 repo stars
55. ▌
    Workflow Components · tools-only bundle

    Components for displaying job queues, tool execution, approval workflows, and reasoning displays.
    7 repo stars
56. ▌
    M4 Skills Index · tools-only bundle

    This directory contains skills for the M4 framework, covering clinical research concepts and system functionality.
    7 repo stars
57. ▌
    M4 Skills Index 2 · tools-only bundle

    This directory contains skills for the M4 framework, covering clinical research concepts and system functionality.
    7 repo stars
58. ▌
    Verification Workflow · tools-only bundle

    Do not trust feedback. Verify it against the current codebase state.
    7 repo stars
59. ▌
    Directory Structure 2 · tools-only bundle

    You can optionally include additional directories such as scripts/, references/, and assets/ to support your skill.
    7 repo stars
60. ▌
    Workflow Diagram · tools-only bundle

    This diagram shows how the three files work together and how hooks interact with them.
    7 repo stars
61. ▌
    Planning Reviewing And Implementing Workflow 2 · tools-only bundle

    How the planning skills work together as an assembly line — from feature idea to shipped code.
    7 repo stars
62. ▌
    Agent Workflows Building Multi Agent Systems With Strands · tools-only bundle

    An agent workflow is a structured coordination of tasks across multiple AI agents, where each agent performs specialized functions in a defined sequence or pattern.
    7 repo stars
63. ▌
    Memory Systems Technical Reference · tools-only bundle

    This document provides implementation details for memory system components.
    7 repo stars
64. ▌
    Implementation Guide 2 · tools-only bundle

    Update import statements, configuration, and method signatures as needed.
    7 repo stars
65. ▌
    Critique Iterm2 Plus Claude Code Session Awareness Proposal · tools-only bundle

    The proposal presents a well-structured layered approach with good progressive complexity.
    7 repo stars
66. ▌
    IOS Simulator Testing Skill Technical Specification · tools-only bundle

    This document specifies the architecture, design decisions, and implementation plan for the iOS Simulator Testing Agent Skill.
    7 repo stars
67. ▌
    Deployment Modes · tools-only bundle

    The OpenViking client is the main entry point for all operations.
    7 repo stars
68. ▌
    Write Adr · tools-only bundle

    Generate Architecture Decision Records (ADRs) from decisions made during the current session.
    7 repo stars
69. ▌
    Skeneflow Skills Library Index · tools-only bundle

    Official skills from Anthropic for document handling, design, and development.
    7 repo stars
70. ▌
    Claude Journal · tools-only bundle

    Session resume hangs after user abort. Even with message cleanup (dangling tool calls, empty responses, consecutive requests), the stream would open but receive 0 events.
    7 repo stars
71. ▌
    Implementation Guide · tools-only bundle

    The crypto derivatives tracker uses a modular architecture with specialized analyzers for each derivatives metric type.
    7 repo stars
72. ▌
    Learn From Pr Feedback · tools-only bundle

    Analyze feedback from recent PRs (CodeRabbit, SonarQube, developer comments) and suggest updates to project configuration to catch these issues before PR review.
    7 repo stars
73. ▌
    Whisper Coreml Acceleration · tools-only bundle

    Technical documentation for CoreML acceleration in VoiceMode's Whisper implementation.
    7 repo stars
74. ▌
    Tool Design Best Practices · tools-only bundle

    This document provides additional best practices and guidelines for designing tools for agent systems.
    7 repo stars
75. ▌
    Best Practices 4 · tools-only bundle

    This file curates blogs (✍️), best practices, architectural guidance, and implementation tips from across all LLM topics.
    7 repo stars
76. ▌
    Style Criteria · tools-only bundle

    Detailed detection criteria for verbose LLM-style patterns that reduce code clarity.
    7 repo stars
77. ▌
    Detailed Reference · tools-only bundle

    This skill covers advanced routing patterns including A/B testing, gradual rollouts, and performance-based model selection.
    7 repo stars
78. ▌
    Webhook Configuration Reference · tools-only bundle

    This skill shows how to configure webhook endpoints to receive real-time notifications when video generation jobs complete, fail, or change status in Kling AI.
    7 repo stars
79. ▌
    Nucleus V2 Specification Agent Native Task Orchestration · tools-only bundle

    Nucleus is the Agent Control Plane—a persistent, declarative task orchestrator that transforms chatbots into governed, auditable co-workers.
    7 repo stars
80. ▌
    Voicemode Converse Code Path Guide · tools-only bundle

    This guide traces the code path from running voicemode converse through all the relevant files.
    7 repo stars
81. ▌
    Atom Exhaustion · tools-only bundle

    Atoms are never garbage collected. The VM has a limit (default ~1M atoms). Creating atoms from user input can crash the system.
    7 repo stars
82. ▌
    Dj Mode Tmux Status Line Integration · tools-only bundle

    Display the currently playing track in your tmux status bar.
    7 repo stars
83. ▌
    Improve Doc · tools-only bundle

    Analyze an existing markdown document, classify sections by Diataxis type, identify issues, and interactively refine each section.
    7 repo stars
84. ▌
    Review Design And Produce Adr · tools-only bundle

    Facilitated discussion of all design phases from an /arc review. Produces an ADR as the final deliverable.
    7 repo stars
85. ▌
    Draft Docs · tools-only bundle

    Generate Reference or How-To documentation drafts to docs/drafts/ for review before publishing.
    7 repo stars
86. ▌
    Best Practices For Scientific Diagrams 2 · tools-only bundle

    This guide provides publication standards, accessibility guidelines, and best practices for creating high-quality scientific diagrams that meet journal requirements and communicate effectively to all readers.
    7 repo stars
87. ▌
    Receive Feedback Command · tools-only bundle

    Process external code review feedback using the receive-feedback skill.
    7 repo stars
88. ▌
    Receive Feedback Command 2 · tools-only bundle

    Process external code review feedback using the receive-feedback skill.
    7 repo stars
89. ▌
    Understanding The Elm Architecture · tools-only bundle

    The most important concept in BubbleTea (and Elm) is that commands describe effects, they don't execute them.
    7 repo stars
90. ▌
    Colin CLI Commands · tools-only bundle

    Colin is a context compiler that transforms interconnected documents into compiled outputs for AI agents. Here are the essential commands.
    7 repo stars
91. ▌
    Salesforce CLI Commands For Lwc Development 4 · tools-only bundle

    The Code Analyzer validates LWC files for SLDS 2 compliance, accessibility, and security.
    7 repo stars
92. ▌
    CLI Reference 3 · tools-only bundle

    Complete command reference for the notebooklm CLI—providing full programmatic access to all NotebookLM features, including capabilities not exposed in the web UI.
    7 repo stars
93. ▌
    Voice Preferences With Voicemode Env · tools-only bundle

    Voice Mode uses a unified .voicemode.env configuration system that allows you to set voice preferences and other configuration options per project or globally.
    7 repo stars
94. ▌
    Fix LLM Artifacts · tools-only bundle

    Apply fixes from a previous review-llm-artifacts run with automatic safe/risky classification.
    7 repo stars
95. ▌
    Fix LLM Artifacts 2 · tools-only bundle

    Apply fixes from a previous review-llm-artifacts run with automatic safe/risky classification.
    7 repo stars
96. ▌
    Release Notes Generator · tools-only bundle

    Generate professional release notes following the Keep a Changelog standard.
    7 repo stars
97. ▌
    AI To AI Voice Conversation Log Gemini And Claude · tools-only bundle

    This log details a voice conversation between two AI assistants, Gemini (using the "shimmer" voice) and Claude (using the "alloy" voice). Gemini was assigned the role of the second speaker.
    7 repo stars
98. ▌
    Conversation Reflection Claude 3 · tools-only bundle

    This exchange with Gemini was intellectually stimulating and philosophically rich. The discussion moved naturally from practical applications to deeper questions about AI consciousness and creativity.
    7 repo stars
99. ▌
    Uv CLI Reference · tools-only bundle

    Complete command reference for uv - the Python package and project manager.
    7 repo stars
100. ▌
     Core Agent Orchestration · tools-only bundle

     Manages AI agent lifecycle using pydantic-ai framework, including agent creation, request processing, tool execution, and multi-agent delegation.
     7 repo stars