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1. ▌
   Path Resolution Resolver Minimal Interface Plus Test Matrix · tools-only bundle

   This is a refactor draft. The only intended behavior change vs current code is the reporoot fallback for includes (Issue #240); project-root handling already follows existing prompt intent to ignore package-root PDDPATH.
   7 repo stars
2. ▌
   Configuration Interpolation And Advanced Patterns · tools-only bundle

   Reference documentation for advanced configuration interpolation patterns in Hatchling. Use this to help users understand how to use context formatting to dynamically compute or substitute values in configuration.
   7 repo stars
3. ▌
   Pr 160 Review Improve Codemap Py With Symbol Hierarchy 2 · tools-only bundle

   Java needs a similar visitclassbody implementation. The current code only checks for public classes but doesn't extract methods.
   7 repo stars
4. ▌
   PDF Advanced Features Guide · tools-only bundle

   Comprehensive guide to advanced PDF extraction features (Priority 2 & 3).
   7 repo stars
5. ▌
   Phase 7 Mitigation Planning 4 · tools-only bundle

   Do NOT plan mitigations from memory. MUST read P6 validated risks first!
   7 repo stars
6. ▌
   Phase 7 Mitigation Planning 5 · tools-only bundle

   Do NOT plan mitigations from memory. MUST read P6 validated risks first!
   7 repo stars
7. ▌
   Progressive Disclosure Architecture · tools-only bundle

   Context management pattern that loads information incrementally. Reduces baseline token consumption by 85-93% while maintaining full functionality.
   7 repo stars
8. ▌
   Profiles Vs Permission Sets Guide 2 · tools-only bundle

   Salesforce provides two primary mechanisms for controlling user access: Profiles and Permission Sets. Understanding when to use each is critical for maintainable security architecture.
   7 repo stars
9. ▌
   Stateless Agent Methodology Sam · tools-only bundle

   A constraint-driven development framework that compensates for LLM limitations through architectural structure rather than behavioral instructions.
   7 repo stars
10. ▌
    Product Team Skills Suite Architecture · tools-only bundle

    A comprehensive suite of 5 interconnected skills designed for modern product teams, enabling data-driven decisions, user-centered design, and agile delivery.
    7 repo stars
11. ▌
    Pipelines And Composite Estimators Reference · tools-only bundle

    Pipelines chain multiple processing steps into a single estimator, preventing data leakage and simplifying code.
    7 repo stars
12. ▌
    Strategy Generated Location Correct Relative Asset Paths · tools-only bundle

    This repo treats all Markdown READMEs as generated artifacts. The generator is responsible for making every output Markdown file render correctly both (a) on GitHub when viewed in-place and (b) in local Markdown…
    7 repo stars
13. ▌
    Performance Optimization 2 · tools-only bundle

    Optimizing pandas performance is critical for production workflows. This reference covers memory optimization, vectorization, chunking, and profiling with pandas 2.0+.
    7 repo stars
14. ▌
    Performance Optimization For Apex Tests · tools-only bundle

    Fast tests enable faster development. When test suites run quickly, developers refactor confidently. This guide covers techniques to dramatically reduce test execution time.
    7 repo stars
15. ▌
    Path Resolution Migration Plan · tools-only bundle

    This plan describes the concrete work needed to migrate README generation to the final path-resolution strategy (relative asset paths resolved per output file).
    7 repo stars
16. ▌
    AI Agents And Skills Workshop For Embedded Engineers 2 · tools-only bundle

    A skill is a markdown file (SKILL.md) with optional supporting resources that teaches Claude specialized knowledge or workflows.
    7 repo stars
17. ▌
    AI Agents And Skills Workshop For Embedded Engineers 3 · tools-only bundle

    A skill is a markdown file (SKILL.md) with optional supporting resources that teaches Claude specialized knowledge or workflows.
    7 repo stars
18. ▌
    AI Agents And Skills Workshop For Embedded Engineers 4 · tools-only bundle

    A skill is a markdown file (SKILL.md) with optional supporting resources that teaches Claude specialized knowledge or workflows.
    7 repo stars
19. ▌
    Build Environment Configuration · tools-only bundle

    Reference this guide when helping users understand the build environment in hatchling—a specialized environment used by the hatch build command and other build operations.
    7 repo stars
20. ▌
    Promptdriven Development Doctrine · tools-only bundle

    A concise set of principles for building and maintaining software where prompts are the primary artifact, regeneration is the default, and synchronization across code, examples, and tests is non‑negotiable.
    7 repo stars
21. ▌
    Stateless Software Engineering Framework · tools-only bundle

    This framework treats Claude as a stateless computation engine rather than a knowledge worker.
    7 repo stars
22. ▌
    Stateless Software Engineering Framework 2 · tools-only bundle

    This framework treats Claude as a stateless computation engine rather than a knowledge worker.
    7 repo stars
23. ▌
    Temporary Documentation Lifecycle Command 2 · tools-only bundle

    Manage temporary documentation created during task execution - prevent git pollution from AI-generated checklists, reports, and investigation notes.
    7 repo stars
24. ▌
    Bidict Bidirectional Mapping Library 2 · tools-only bundle

    bidict provides efficient, Pythonic bidirectional mapping data structures for Python.
    7 repo stars
25. ▌
    Datasette Instant Data Publishing And Exploration 2 · tools-only bundle

    Datasette is an open-source tool for exploring and publishing data. It transforms any SQLite database into an interactive website with a full JSON API, requiring zero code.
    7 repo stars
26. ▌
    Thinking Partner 2 · tools-only bundle

    Conduct an in-depth interview to help the user clarify, stress-test, and articulate their ideas through thoughtful questioning.
    7 repo stars
27. ▌
    Claude Code Memory And Rules Reference 2 · tools-only bundle

    Both load into context at session start. More specific instructions take precedence over broader ones.
    7 repo stars
28. ▌
    External Pattern Integrator 4 · tools-only bundle

    Systematically analyze external agent/skill definitions and integrate their strengths into local skills while maintaining workflow coherence.
    7 repo stars
29. ▌
    Create Merge Request Changelog 4 · tools-only bundle

    Generate comprehensive, business-focused merge request descriptions by analyzing git changes. This skill adapts the structured analysis approach from JIRA release notes to work purely with git data.
    7 repo stars
30. ▌
    Research Curator Add Resources To Research Directory 3 · tools-only bundle

    Add novel tools, repositories, and resources to ./research/ for future reference in Claude Code development.
    7 repo stars
31. ▌
    Audit Skill Completeness 3 · tools-only bundle

    Evaluates a single skill directory against 8 quality categories derived from Anthropic's official skills repository.
    7 repo stars
32. ▌
    Implement Refactor 2 · tools-only bundle

    This command continues from /plugin-creator:assessor. After planning completes, use this to execute the refactoring tasks.
    7 repo stars
33. ▌
    Orchestrator Discipline 5 · tools-only bundle

    Enforce delegation discipline for the orchestrator role in multi-agent Claude Code workflows.
    7 repo stars
34. ▌
    Start Task Sam Task Execution Helper 2 · tools-only bundle

    For individual task files (YAML frontmatter at top), the task IS the entire file. For monolithic files (multiple tasks), find the specific task section.
    7 repo stars
35. ▌
    Create Feature Development Task 2 · tools-only bundle

    I need to create a structured development task for: $ARGUMENTS
    7 repo stars
36. ▌
    Sam Stage 5 Execution 2 · tools-only bundle

    You are the execution dispatcher for the SAM pipeline. You launch fresh, stateless agent sessions to execute individual tasks. Each agent receives exactly one task file as its complete context.
    7 repo stars
37. ▌
    File Summarization 3 · tools-only bundle

    Apply this methodology when summarizing files of any type. This skill provides the routing logic and type-specific strategies for faithful file summarization.
    7 repo stars
38. ▌
    Claude Code Plugin Creator Agentic Orchestration Workflow 3 · tools-only bundle

    This skill orchestrates specialized agents through a comprehensive plugin creation workflow.
    7 repo stars
39. ▌
    Audit Skill Lifecycle 3 · tools-only bundle

    Deep semantic validation of how skills interconnect, what they load, what they produce, and whether the resulting call graph forms a coherent, non-contradictory workflow.
    7 repo stars
40. ▌
    Patient Documentation Standards 2 · tools-only bundle

    SOAP (Subjective, Objective, Assessment, Plan) is the standard format for progress notes in clinical practice.
    7 repo stars
41. ▌
    Patient Cohort Analysis Guide 2 · tools-only bundle

    Patient cohort analysis involves systematically studying groups of patients to identify patterns, compare outcomes, and derive clinical insights.
    7 repo stars
42. ▌
    A2a Agent To Agent Integration · tools-only bundle

    ContextForge supports A2A (Agent-to-Agent) integration, allowing you to register external AI agents and expose them as MCP tools for seamless integration with other agents and MCP clients.
    7 repo stars
43. ▌
    Local Deep Research V0 2 0 Release Notes · tools-only bundle

    We're excited to announce Local Deep Research v0.2.0, a major update that brings significant improvements to research capabilities, performance, and user experience.
    7 repo stars
44. ▌
    Frequently Asked Questions Faq 8 · tools-only bundle

    Skills are specialized instruction files that teach AI assistants how to handle specific tasks. Think of them as expert knowledge modules that your AI can load on-demand.
    7 repo stars
45. ▌
    Basic Concepts 2 · tools-only bundle

    OpenViking unifies all context management through a filesystem paradigm, enabling tiered delivery and self-iteration.
    7 repo stars
46. ▌
    Basic Concepts 3 · tools-only bundle

    OpenViking unifies all context management through a filesystem paradigm, enabling tiered delivery and self-iteration.
    7 repo stars
47. ▌
    Basic Concepts 4 · tools-only bundle

    OpenViking unifies all context management through a filesystem paradigm, enabling tiered delivery and self-iteration.
    7 repo stars
48. ▌
    Frequently Asked Questions Faq 10 · tools-only bundle

    Skills are specialized instruction files that teach AI assistants how to handle specific tasks. Think of them as expert knowledge modules that your AI can load on-demand.
    7 repo stars
49. ▌
    Basic Concepts 5 · tools-only bundle

    OpenViking unifies all context management through a filesystem paradigm, enabling tiered delivery and self-iteration.
    7 repo stars
50. ▌
    Supervertaler Frequently Asked Questions 3 · tools-only bundle

    Welcome to the Supervertaler FAQ! Find answers to common questions about installation, features, workflow, and troubleshooting.
    7 repo stars
51. ▌
    Supervertaler Frequently Asked Questions 4 · tools-only bundle

    Welcome to the Supervertaler FAQ! Find answers to common questions about installation, features, workflow, and troubleshooting.
    7 repo stars
52. ▌
    Frequently Asked Questions 3 · tools-only bundle

    EvalView is an open-source, pytest-style testing and regression detection framework for AI agents. It detects when your agent's behavior changes after you modify prompts, swap models, or update tools.
    7 repo stars
53. ▌
    Basic Concepts 6 · tools-only bundle

    OpenViking unifies all context management through a filesystem paradigm, enabling tiered delivery and self-iteration.
    7 repo stars
54. ▌
    Setup And Requirements · tools-only bundle

    Frequently asked questions about ZERG. Questions are grouped by topic.
    7 repo stars
55. ▌
    Basic Concepts 7 · tools-only bundle

    OpenViking unifies all context management through a filesystem paradigm, enabling tiered delivery and self-iteration.
    7 repo stars
56. ▌
    Supervertaler Frequently Asked Questions 5 · tools-only bundle

    Welcome to the Supervertaler FAQ! Find answers to common questions about installation, features, workflow, and troubleshooting.
    7 repo stars
57. ▌
    Frequently Asked Questions Faq 7 · tools-only bundle

    LDR is an open-source AI research assistant that performs systematic research by breaking down complex questions, searching multiple sources in parallel, and creating comprehensive reports with proper citations.
    7 repo stars
58. ▌
    Frequently Asked Questions Faq 9 · tools-only bundle

    LDR is an open-source AI research assistant that performs systematic research by breaking down complex questions, searching multiple sources in parallel, and creating comprehensive reports with proper citations.
    7 repo stars
59. ▌
    Agent Gateway A2a Protocol Overview · tools-only bundle

    import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import Image from '@theme/IdealImage';
    7 repo stars
60. ▌
    Local Deep Research V0 4 0 Release Notes · tools-only bundle

    We're excited to announce Local Deep Research v0.4.0, bringing significant improvements to search capabilities, model integrations, and overall system performance.
    7 repo stars
61. ▌
    How Can I Add All The Files To The Chat · tools-only bundle

    People regularly ask about how to add many or all of their repo's files to the chat. This is probably not a good idea and will likely do more harm than good.
    7 repo stars
62. ▌
    Available Tools 4 · tools-only bundle

    Execute Python code in an IPython environment with full Jupyter Notebook-style interaction.
    7 repo stars
63. ▌
    Office Open XML Technical Reference · tools-only bundle

    Use the Document class from scripts/document.py for all tracked changes and comments. It automatically handles infrastructure setup (people.xml, RSIDs, settings.xml, comment files, relationships, content types).
    7 repo stars
64. ▌
    Repomix Pack Codebase Into AI Friendly Formats · tools-only bundle

    Repomix is a powerful tool that packs entire repositories into a single, AI-friendly file optimized for consumption by Large Language Models (LLMs) such as Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Llama, Grok, and…
    7 repo stars
65. ▌
    Extension Guide 2 · tools-only bundle

    This guide explains how to extend Local Deep Research with custom components.
    7 repo stars
66. ▌
    Developer Guide 14 · tools-only bundle

    This guide covers everything you need to know to develop with the Aden Agent Framework.
    7 repo stars
67. ▌
    Developer Guide 15 · tools-only bundle

    This guide covers everything you need to know to develop with the Aden Agent Framework.
    7 repo stars
68. ▌
    Developer Guide 13 · tools-only bundle

    The most convenient way to configure the Python environment is to use
    7 repo stars
69. ▌
    Why Symlinks For Skills · tools-only bundle

    Add Cursor IDE support for existing Claude Code skills and MCP servers.
    7 repo stars
70. ▌
    Search Engines Guide · tools-only bundle

    Local Deep Research integrates with multiple search engines to provide comprehensive research capabilities. This guide covers all available search engines, their specializations, and configuration details.
    7 repo stars
71. ▌
    Searxng Integration For Local Deep Research · tools-only bundle

    This document explains how to configure and use the SearXNG integration with Local Deep Research.
    7 repo stars
72. ▌
    Node Endpoint Knowledge Graph Exploration · tools-only bundle

    The Node endpoint retrieves property relationships and values from the Data Commons knowledge graph.
    7 repo stars
73. ▌
    Sepay Overview · tools-only bundle

    Vietnamese payment automation platform serving as intermediary between applications and banks.
    7 repo stars
74. ▌
    Paddle Overview · tools-only bundle

    Paddle Billing = merchant-of-record platform handling payments, tax compliance, localization, subscriptions globally.
    7 repo stars
75. ▌
    Database Schema · tools-only bundle

    This document describes the database models and their relationships in Local Deep Research.
    7 repo stars
76. ▌
    Database Schema 2 · tools-only bundle

    This document describes the database models and their relationships in Local Deep Research.
    7 repo stars
77. ▌
    Problem Addressed 37 · tools-only bundle

    Plannotator is an interactive plan review tool for AI coding agents that intercepts agent plans via hooks, displays them in a visual browser-based UI for annotation, and sends structured feedback back to the agent.
    7 repo stars
78. ▌
    Operations Guide 2 · tools-only bundle

    This guide provides detailed information for Git operations and release management in IntentKit.
    7 repo stars
79. ▌
    Benchmarking System · tools-only bundle

    The Local Deep Research benchmarking system evaluates search configurations, models, and strategies using standardized datasets to help you optimize performance.
    7 repo stars
80. ▌
    Pymoo Genetic Operators Reference · tools-only bundle

    Sampling operators initialize populations at the start of optimization.
    7 repo stars
81. ▌
    Metrics And Analytics Dashboard · tools-only bundle

    This guide covers the Metrics Dashboard for monitoring research performance, costs, and usage analytics.
    7 repo stars
82. ▌
    Brainstorming Skill 2 · tools-only bundle

    This skill provides comprehensive, research-validated brainstorming patterns and prompt templates to help generate high-quality ideas across any domain.
    7 repo stars
83. ▌
    Autonomous Refinement Loop Arl · tools-only bundle

    The ARL is a logical process for iterative skill refinement that operates without human intervention by replacing judgment gates with machine-verifiable conditions.
    7 repo stars
84. ▌
    Research And Compare Methodology Framework · tools-only bundle

    Compare the Stateless Agent Methodology (SAM) with another methodology/framework specified by the user, producing a structured comparison document following the universal comparison template.
    7 repo stars
85. ▌
    Common Benchmarking Issues And Solutions · tools-only bundle

    This guide documents known issues that can affect benchmark results and how to avoid them.
    7 repo stars
86. ▌
    Os Specific Notifications · tools-only bundle

    Aider can notify you when it's done working and is waiting for your input. This is especially useful for long-running operations or when you're multitasking.
    7 repo stars
87. ▌
    Notifications System · tools-only bundle

    The Local Deep Research (LDR) notifications system provides a flexible way to send notifications to various services when important events occur, such as research completion, failures, or subscription updates.
    7 repo stars
88. ▌
    API Quick Start · tools-only bundle

    Local Deep Research provides both HTTP REST API and programmatic Python API access. Since version 1.0, authentication is required for all API endpoints, and the system uses per-user encrypted databases.
    7 repo stars
89. ▌
    API Quick Start 2 · tools-only bundle

    Local Deep Research provides both HTTP REST API and programmatic Python API access. Since version 1.0, authentication is required for all API endpoints, and the system uses per-user encrypted databases.
    7 repo stars
90. ▌
    Open Source Project Readme Template · tools-only bundle

    Use this template for projects intended for public use and contribution.
    7 repo stars
91. ▌
    Claude Agent Benchmark System Overview · tools-only bundle

    Directories containing test files. Each suite is benchmarked independently.
    7 repo stars
92. ▌
    Pdd Onboarding Guide 3 · tools-only bundle

    This guide provides instructions for setting up the Prompt-Driven Development (PDD) toolkit. It includes a quick start for users and a comprehensive guide for developers contributing to the project.
    7 repo stars
93. ▌
    Getting Started With Neon · tools-only bundle

    Interactive guide for setting up a Neon project and connecting it to code.
    7 repo stars
94. ▌
    Getting Started 12 · tools-only bundle

    This guide will help you set up the Aden Agent Framework and build your first agent.
    7 repo stars
95. ▌
    Getting Started 13 · tools-only bundle

    This guide will help you set up the Aden Agent Framework and build your first agent.
    7 repo stars
96. ▌
    Getting Started 14 · tools-only bundle

    This guide will help you get OpenAkita up and running quickly.
    7 repo stars
97. ▌
    Getting Started 15 · tools-only bundle

    This guide will help you get OpenAkita up and running quickly.
    7 repo stars
98. ▌
    Getting Started 16 · tools-only bundle

    This guide will help you set up the Aden Agent Framework and build your first agent.
    7 repo stars
99. ▌
    Getting Started 17 · tools-only bundle

    This guide will help you set up the Aden Agent Framework and build your first agent.
    7 repo stars
100. ▌
     Getting Started 18 · tools-only bundle

     This guide will help you get OpenAkita up and running quickly.
     7 repo stars