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1. ▌
   File Scaffold 98 · tools-only bundle

   This skill guides the process of upgrading Supabase SDK versions safely. It covers checking current versions, reviewing changelogs, creating upgrade branches, handling breaking changes, and documenting rollback…
   7 repo stars
2. ▌
   Task 03 Message Parity Harness · tools-only bundle

   Parity validation between legacy message formats and canonical representations is incomplete. Without full parity coverage, there is limited confidence that adapter behavior matches real session data.
   7 repo stars
3. ▌
   Task 02 Sessionstate Decomposition · tools-only bundle

   SessionState remains a single, large structure with mixed concerns and unclear ownership boundaries. The current shape makes it hard to reason about state responsibilities and amplifies coupling across unrelated domains.
   7 repo stars
4. ▌
   Research Streaming Abort Context Loss · tools-only bundle

   Map out why streaming responses are lost when the user aborts the agent during streaming. Identify where the streaming content lives, how it flows through the system, and why it's not persisted on abort.
   7 repo stars
5. ▌
   Scope And Assumptions 9 · tools-only bundle

   Reduce pruning overhead in src/tunacode/core/agents/resume/prune.py by eliminating redundant token estimation, while preserving current pruning behavior.
   7 repo stars
6. ▌
   Openai Chat Completions Invalid Response Payload · tools-only bundle

   This manifested as UnexpectedModelBehavior within pydantic-ai when it validated a ChatCompletion object whose required fields were None.
   7 repo stars
7. ▌
   Openai Chat Completions Invalid Response Payload 2 · tools-only bundle

   This manifested as UnexpectedModelBehavior within pydantic-ai when it validated a ChatCompletion object whose required fields were None.
   7 repo stars
8. ▌
   Research Lsp Panel Integration Dependency Compliant · tools-only bundle

   Research how to add LSP status/diagnostics back to a UI panel after the refactor, while strictly following the dependency direction rule: ui → core → tools → utils/types.
   7 repo stars
9. ▌
   Iso 27001 Isms Audit Methodology · tools-only bundle

   Complete audit framework and procedures for Information Security Management System assessments.
   7 repo stars
10. ▌
    Research Agent Bottlenecks Analysis · tools-only bundle

    Identify major bottlenecks that can slow down the agent, excluding the known streaming issue.
    7 repo stars
11. ▌
    Scope And Assumptions 6 · tools-only bundle

    Delete the entire indexing system. It's premature optimization that adds startup latency for marginal glob improvement.
    7 repo stars
12. ▌
    Research Chatcontainer Plus Messagewidget Refactoring · tools-only bundle

    Validate the proposed refactoring to replace the current RichLog + streaming_output dual-display system with a unified ChatContainer + MessageWidget architecture. Identify all touch points, dependencies, and risks.
    7 repo stars
13. ▌
    Research API Error Logging Gaps · tools-only bundle

    Understand why the current debug logs for API/connection errors are insufficient for diagnosing failures, and identify what context is available but not being captured.
    7 repo stars
14. ▌
    File Scaffold 94 · tools-only bundle

    This skill provides guidance on implementing the three core Supabase features together: authentication for user management, storage for file uploads, and realtime for live data subscriptions.
    7 repo stars
15. ▌
    Behavioral Impact 10 · tools-only bundle

    Introduced a ToolCallRegistry as the single source of truth for tool call lifecycle data and migrated session todos to typed TodoItem storage with explicit serialization.
    7 repo stars
16. ▌
    Token Pruning Efficiency Plan Captured · tools-only bundle

    Captured a concrete implementation plan for reducing token estimation overhead in pruneoldtool_outputs(), including reuse of precomputed token counts, cached placeholder tokens, early termination in Phase 1, and a…
    7 repo stars
17. ▌
    Scope And Assumptions 4 · tools-only bundle

    Wait - this anchors to widget BEFORE, but we want to insert AFTER it. Let me reconsider.
    7 repo stars
18. ▌
    Research Prompt Engineer Remnants Removal · tools-only bundle

    Identify all remnants of the "prompt engineer" feature that can be removed now that the codebase has returned to a simple prompt system. Exclude toolprompts from consideration.
    7 repo stars
19. ▌
    Research Research Sub Agent Feature Deletion · tools-only bundle

    Map all components of the researchcodebase sub-agent feature for clean removal. The feature is already disabled in production (commented out in agentconfig.py).
    7 repo stars
20. ▌
    Research Utils Cross Layer Import Analysis · tools-only bundle

    Map out the three cross-layer imports involving utils, configuration, and types modules. Document the actual import direction, files involved, and logic shared—without judgment on correctness.
    7 repo stars
21. ▌
    Scope And Assumptions 2 · tools-only bundle

    Migrate from the complex multi-section XML prompt composition system to a single system_prompt.md file for agent system prompts. Tool prompts remain separate and unchanged.
    7 repo stars
22. ▌
    Scope And Assumptions 3 · tools-only bundle

    Delete the disabled researchcodebase sub-agent feature completely from the codebase. This is a cleanup task—the feature is already disabled in production (commented out in agentconfig.py).
    7 repo stars
23. ▌
    Scope And Assumptions 5 · tools-only bundle

    Eliminate all lateral coupling violations between Layer 2 peer modules (tools, indexing, lsp, infrastructure).
    7 repo stars
24. ▌
    Research Single Md Prompt Migration · tools-only bundle

    Research migrating from the complex multi-section XML prompt system back to a single MD file for the agent system prompt, while keeping tool prompts separate (they are already independent).
    7 repo stars
25. ▌
    Scope And Assumptions 8 · tools-only bundle

    Make ESC handling clearer and more maintainable by extracting ESC logic into a dedicated, independent module under src/tunacode/ui/esc/.
    7 repo stars
26. ▌
    Research Local Mode Feature Removal · tools-only bundle

    Document the localmode feature for complete removal. The feature was introduced when the codebase was messy to help users with small context window models.
    7 repo stars
27. ▌
    Llama Stack Server For Development Purposes · tools-only bundle

    Few Next Gen UI Agent modules use Llama Stack server for LLM inference abstraction.
    7 repo stars
28. ▌
    File Scaffold 113 · tools-only bundle

    This skill helps developers implement together ai rate limiting and backoff. It provides step-by-step guidance for Together AI integration following best practices and production-ready patterns.
    7 repo stars
29. ▌
    File Scaffold 114 · tools-only bundle

    This skill helps developers implement twinmind rate limiting and backoff. It provides step-by-step guidance for TwinMind integration following best practices and production-ready patterns.
    7 repo stars
30. ▌
    File Scaffold 99 · tools-only bundle

    This skill helps developers configure techsmith ci/cd integration. It provides step-by-step guidance for TechSmith integration following best practices and production-ready patterns.
    7 repo stars
31. ▌
    File Scaffold 106 · tools-only bundle

    This skill helps developers configure techsmith local development workflow. It provides step-by-step guidance for TechSmith integration following best practices and production-ready patterns.
    7 repo stars
32. ▌
    File Scaffold 108 · tools-only bundle

    This skill helps developers execute techsmith production deployment checklist. It provides step-by-step guidance for TechSmith integration following best practices and production-ready patterns.
    7 repo stars
33. ▌
    File Scaffold 85 · tools-only bundle

    This skill helps developers implement quicknode rate limiting and backoff. It provides step-by-step guidance for QuickNode integration following best practices and production-ready patterns.
    7 repo stars
34. ▌
    File Scaffold 87 · tools-only bundle

    This skill helps developers implement remofirst rate limiting and backoff. It provides step-by-step guidance for RemoFirst integration following best practices and production-ready patterns.
    7 repo stars
35. ▌
    File Scaffold 90 · tools-only bundle

    This skill helps developers implement salesloft rate limiting and backoff. It provides step-by-step guidance for Salesloft integration following best practices and production-ready patterns.
    7 repo stars
36. ▌
    File Scaffold 91 · tools-only bundle

    This skill helps developers implement snowflake rate limiting and backoff. It provides step-by-step guidance for Snowflake integration following best practices and production-ready patterns.
    7 repo stars
37. ▌
    File Scaffold 102 · tools-only bundle

    This skill helps developers optimize techsmith costs and usage. It provides step-by-step guidance for TechSmith integration following best practices and production-ready patterns.
    7 repo stars
38. ▌
    File Scaffold 104 · tools-only bundle

    This skill helps developers create a minimal working techsmith example. It provides step-by-step guidance for TechSmith integration following best practices and production-ready patterns.
    7 repo stars
39. ▌
    File Scaffold 109 · tools-only bundle

    This skill helps developers implement techsmith rate limiting and backoff. It provides step-by-step guidance for TechSmith integration following best practices and production-ready patterns.
    7 repo stars
40. ▌
    File Scaffold 118 · tools-only bundle

    This skill helps developers implement workhuman rate limiting and backoff. It provides step-by-step guidance for Workhuman integration following best practices and production-ready patterns.
    7 repo stars
41. ▌
    File Scaffold 103 · tools-only bundle

    This skill helps developers deploy techsmith integrations to production. It provides step-by-step guidance for TechSmith integration following best practices and production-ready patterns.
    7 repo stars
42. ▌
    File Scaffold 111 · tools-only bundle

    This skill helps developers apply techsmith security best practices. It provides step-by-step guidance for TechSmith integration following best practices and production-ready patterns.
    7 repo stars
43. ▌
    File Scaffold 112 · tools-only bundle

    This skill helps developers implement techsmith webhook handling. It provides step-by-step guidance for TechSmith integration following best practices and production-ready patterns.
    7 repo stars
44. ▌
    File Scaffold 89 · tools-only bundle

    This skill helps developers implement salesforce rate limiting and backoff. It provides step-by-step guidance for Salesforce integration following best practices and production-ready patterns.
    7 repo stars
45. ▌
    File Scaffold 107 · tools-only bundle

    This skill helps developers execute techsmith primary workflow. It provides step-by-step guidance for TechSmith integration following best practices and production-ready patterns.
    7 repo stars
46. ▌
    File Scaffold 93 · tools-only bundle

    This skill helps developers implement stackblitz rate limiting and backoff. It provides step-by-step guidance for StackBlitz integration following best practices and production-ready patterns.
    7 repo stars
47. ▌
    File Scaffold 101 · tools-only bundle

    This skill helps developers implement techsmith core feature integration. It provides step-by-step guidance for TechSmith integration following best practices and production-ready patterns.
    7 repo stars
48. ▌
    File Scaffold 105 · tools-only bundle

    This skill helps developers install and configure techsmith sdk/cli authentication. It provides step-by-step guidance for TechSmith integration following best practices and production-ready patterns.
    7 repo stars
49. ▌
    File Scaffold 110 · tools-only bundle

    This skill helps developers apply production-ready techsmith sdk patterns. It provides step-by-step guidance for TechSmith integration following best practices and production-ready patterns.
    7 repo stars
50. ▌
    File Scaffold 100 · tools-only bundle

    This skill helps developers diagnose and fix techsmith common errors. It provides step-by-step guidance for TechSmith integration following best practices and production-ready patterns.
    7 repo stars
51. ▌
    Skill Scaffold 42 · tools-only bundle

    This skill diagnoses and resolves complex Sentry SDK and configuration issues. It covers events not appearing diagnostics, source map troubleshooting with sentry-cli explain, performance data missing issues, breadcrumb…
    7 repo stars
52. ▌
    Tunacode Codebase Map · tools-only bundle

    The depth 0 analysis provides a solid foundation for deeper codebase understanding and future development work.
    7 repo stars
53. ▌
    Map Codebase · tools-only bundle

    Generate PROJECT_MAP.md with project structure analysis for efficient agent navigation.
    7 repo stars
54. ▌
    Mkdocs Platform And Documentation 3 · tools-only bundle

    This chapter introduces MkDocs, the static site generator used for creating intelligent textbooks, along with the Material for MkDocs theme that provides a modern, responsive interface.
    7 repo stars
55. ▌
    Mkdocs Github Pages Deployment Workflow · tools-only bundle

    This interactive diagram shows the complete workflow from local markdown editing to a published GitHub Pages site.
    7 repo stars
56. ▌
    Chapter 1 Introduction · tools-only bundle

    Welcome to {{SITE_NAME}}! This section provides an overview of what you'll learn.
    7 repo stars
57. ▌
    List Of Workshops And Resources 2 · tools-only bundle

    the workshop. They typically take about 30-minutes on a Mac or Linux system and 2-3 hours on a Windows system. You must have 10GB free space and had admin rights on your computer.
    7 repo stars
58. ▌
    Agr Skills For AI Agents 2 · tools-only bundle

    A package and project manager for AI agent skills. Install, share, and run skills from GitHub with a single command.
    7 repo stars
59. ▌
    Install Book Environment Dependencies · tools-only bundle

    This MicroSim visualizes the dependency graph for setting up an intelligent textbook development environment. It shows all the software components required to build a book using MkDocs Material and Claude Skills.
    7 repo stars
60. ▌
    Educational Resources And Assessment 3 · tools-only bundle

    This chapter explores how to create supplementary educational resources that enhance student learning and assess understanding.
    7 repo stars
61. ▌
    Introduction To Learning Graphs 3 · tools-only bundle

    This chapter introduces learning graphs, a powerful tool for mapping the knowledge structure of your course.
    7 repo stars
62. ▌
    Bouncing Ball · tools-only bundle

    Place the following line in your website to include this in your course.
    7 repo stars
63. ▌
    Evolution Of AI From Neural Networks To Claude Code · tools-only bundle

    An interactive timeline visualization chronicling 52 pivotal moments in artificial intelligence history, from the invention of the Perceptron in 1957 to the official announcement of Claude Skills in 2025.
    7 repo stars
64. ▌
    Development Tools Version Control And Deployment 3 · tools-only bundle

    This final chapter brings together all the tools and techniques needed to complete and deploy your intelligent textbook project.
    7 repo stars
65. ▌
    Architecture Overview 15 · tools-only bundle

    The MCP Gateway (ContextForge) is a production-grade gateway, proxy, and registry for Model Context Protocol (MCP) servers and A2A Agents.
    7 repo stars
66. ▌
    Claude Skills Architecture And Development 3 · tools-only bundle

    This chapter provides an in-depth exploration of Claude Skills architecture and best practices for skill development.
    7 repo stars
67. ▌
    Chapter Content Generation Workflow Timeline · tools-only bundle

    An interactive process timeline visualization showing the 8 sequential stages of the chapter-content-generator skill workflow, from initial file validation through final reporting.
    7 repo stars
68. ▌
    Concept Enumeration And Dependencies 3 · tools-only bundle

    This chapter teaches you how to enumerate concepts for your learning graph and map their dependencies.
    7 repo stars
69. ▌
    Skill Context Window · tools-only bundle

    This MicroSim visualizes the progressive disclosure design principle used in Claude Skills. Skills use a three-level loading system to manage context efficiently and avoid overwhelming Claude's context window.
    7 repo stars
70. ▌
    Introduction To AI And Intelligent Textbooks 2 · tools-only bundle

    This chapter provides the foundational knowledge needed to understand artificial intelligence, large language models, and Claude AI.
    7 repo stars
71. ▌
    Plugin Framework 3 · tools-only bundle

    The plugin framework is production ready with comprehensive hook coverage, robust error handling, and battle-tested implementations. Supports both native and external service plugins.
    7 repo stars
72. ▌
    Average Dependencies Distribution Bar Chart · tools-only bundle

    An interactive histogram visualizing the distribution of prerequisite counts across all concepts in a learning graph, helping assess the quality and pedagogical structure of concept dependencies.
    7 repo stars
73. ▌
    Interactive Elements And Microsims 3 · tools-only bundle

    This chapter introduces MicroSims, interactive educational simulations built with the p5.js JavaScript library that bring concepts to life through visualization and interactivity.
    7 repo stars
74. ▌
    Binding Into UI UI Renderes · tools-only bundle

    They can be rendered using pluggable GUI component system renderers, and integrated into the GUI of the Controlling assistant.
    7 repo stars
75. ▌
    Claude Skills For Intelligent Textbooks · tools-only bundle

    Welcome to our website about Anthropic Claude Skills for Intelligent Textbooks.
    7 repo stars
76. ▌
    Getting Started With Claude And Skills 2 · tools-only bundle

    This chapter introduces the Claude Skills system, which is the foundation for automating intelligent textbook creation.
    7 repo stars
77. ▌
    Security Zones Diagram · tools-only bundle

    This Mermaid diagram shows the three concentric security zones in the Claude skills architecture.
    7 repo stars
78. ▌
    Color Wheel With Named Colors · tools-only bundle

    This interactive MicroSim displays a color wheel with dots representing over 80 web-safe named colors.
    7 repo stars
79. ▌
    Orphaned Nodes Identification Chart · tools-only bundle

    An interactive scatter plot visualizing concept connectivity patterns by showing indegree (prerequisites) vs outdegree (dependents), helping identify foundational, intermediate, and orphaned concepts in a learning graph.
    7 repo stars
80. ▌
    Skill Directory Structure · tools-only bundle

    This Mermaid file tree diagram shows the standard directory structure for Claude skills.
    7 repo stars
81. ▌
    Major World Cities · tools-only bundle

    An interactive map showcasing ten major cities across different continents, demonstrating the geographic distribution of global population centers. Click on any marker to see the details of the city.
    7 repo stars
82. ▌
    Terminal Workflow For Textbook Development · tools-only bundle

    This workflow demonstrates the complete terminal command sequence for developing, validating, and deploying intelligent textbook content using MkDocs and Git.
    7 repo stars
83. ▌
    P5 JS Architecture And Execution Model · tools-only bundle

    This Mermaid diagram illustrates the p5.js architecture showing the setup(), draw() loop, and event handlers.
    7 repo stars
84. ▌
    Microsim File Relationship Diagram · tools-only bundle

    A block diagram showing how the three core MicroSim files (index.md, main.html, metadata.json) relate to each other and integrate into the MkDocs intelligent textbook architecture.
    7 repo stars
85. ▌
    Claude Code T Shirt Design · tools-only bundle

    This t-shirt design showcases the powerful workflow of Claude Code Skills for creating intelligent textbooks.
    7 repo stars
86. ▌
    Learning Graph Color Test · tools-only bundle

    This interactive visualization tests the effectiveness of 17 pastel web-safe colors for differentiating nodes in a learning graph.
    7 repo stars
87. ▌
    Course Design And Educational Theory 2 · tools-only bundle

    This chapter focuses on the educational foundations that underpin effective intelligent textbook creation.
    7 repo stars
88. ▌
    Chapter Index File Structure · tools-only bundle

    This Mermaid diagram shows the structure of a chapter index.md file for intelligent textbooks.
    7 repo stars
89. ▌
    Melt Reference · tools-only bundle

    Detects platform → routes to /appfix (web) or /mobileappfix (mobile) → loops until healthy.
    7 repo stars
90. ▌
    Agr Skills For AI Agents · tools-only bundle

    A package and project manager for AI agent skills. Install, share, and run skills from GitHub with a single command.
    7 repo stars
91. ▌
    Tunacode Modules Index · tools-only bundle

    This directory contains comprehensive documentation for all modules in the TunaCode codebase.
    7 repo stars
92. ▌
    Melt Reference 2 · tools-only bundle

    Detects platform → routes to /appfix (web) or /mobileappfix (mobile) → loops until healthy.
    7 repo stars
93. ▌
    Clang Format Configuration Skill · tools-only bundle

    A comprehensive skill for configuring clang-format to format C/C++/Java/JavaScript/JSON/Objective-C/Protobuf/C# code.
    7 repo stars
94. ▌
    Available Commands · tools-only bundle

    Commands can be invoked using /command-name in Claude Code, Gemini CLI, or Antigravity.
    7 repo stars
95. ▌
    Available Commands 2 · tools-only bundle

    在 Claude Code, Gemini CLI, 或 Antigravity 中，可以使用 /command-name 来调用命令。
    7 repo stars
96. ▌
    Melt Reference 3 · tools-only bundle

    Detects platform → routes to /appfix (web) or /mobileappfix (mobile) → loops until healthy.
    7 repo stars
97. ▌
    Hatchling Command Line Building Reference · tools-only bundle

    This comprehensive reference documents command-line building workflows with Hatchling. Use this to help users understand build command options, build target selection, and artifact generation.
    7 repo stars
98. ▌
    Quick Setup · tools-only bundle

    This section covers repository setup, testing, and release/CI workflows.
    7 repo stars
99. ▌
    Version Management In Hatchling · tools-only bundle

    Hatchling provides a comprehensive and flexible version management system for Python projects.
    7 repo stars
100. ▌
     Melt Reference 4 · tools-only bundle

     Detects platform → routes to /appfix (web) or /mobileappfix (mobile) → loops until healthy.
     7 repo stars