← all publishers

tools-only

@tools-only source repo

Report this profile Claim this profile

• 17k skills
• 0 followers
• 7 repo stars
• last week last updated

1. ▌
   Pymatgen Core Classes Reference · tools-only bundle

   This reference documents the fundamental classes in pymatgen.core that form the foundation for materials analysis.
   7 repo stars
2. ▌
   LLM Enabled Workflow Methodology · tools-only bundle

   The challenge with AI assistants isn't technical—it's organizational. Individual productivity gains don't translate to team or organizational outcomes without systematic approaches to context management and…
   7 repo stars
3. ▌
   Teaching Methodology Reference · tools-only bundle

   Complete reference for explanation modes and master teaching techniques.
   7 repo stars
4. ▌
   Architecture Provider Specific Environment Variables For · tools-only bundle

   We're implementing provider-specific environment variables for all four OpenAI-compatible providers (LLM, Embedding, STT, TTS) to enable users to configure different endpoints for each provider type.
   7 repo stars
5. ▌
   Tunacode Architecture Documentation · tools-only bundle

   Tunacode is a TUI (Terminal User Interface) code agent built with a layered, component-based architecture.
   7 repo stars
6. ▌
   Navigator Architecture · tools-only bundle

   Claude automatically considers agent usage before manual file reading.
   7 repo stars
7. ▌
   The Journey Of A Feature · tools-only bundle

   When you type /zerg:rush, something remarkable happens behind the scenes. Your vague idea transforms into coordinated action as multiple AI workers spring to life, each tackling a piece of your feature simultaneously.
   7 repo stars
8. ▌
   Prompt Guard Architecture 2 · tools-only bundle

   Prompt Guard uses a Defense in Depth design. Multiple inspection layers reduce false positives while effectively detecting attacks across 577+ patterns in 10 languages.
   7 repo stars
9. ▌
   Prompt Guard Architecture 3 · tools-only bundle

   Prompt Guard는 다층 방어(Defense in Depth) 원칙으로 설계됨. 단일 패턴이 아닌 여러 레이어의 검사를 통해 false positive를 줄이면서 공격을 효과적으로 탐지.
   7 repo stars
10. ▌
    Cascadeflow Architecture And Code Structure · tools-only bundle

    This document explains the architecture and organization of cascadeflow to help contributors quickly understand and navigate the codebase.
    7 repo stars
11. ▌
    Robust Spec Decomposition · tools-only bundle

    Liste die Kern-Subprobleme die JEDE gute Lösung lösen muss - unabhängig von Tools/Tech.
    7 repo stars
12. ▌
    The Approach · tools-only bundle

    This analysis was conducted through cleanroom reverse engineering using publicly accessible interfaces. No proprietary code was decompiled, no authentication was bypassed, and no model weights were accessed.
    7 repo stars
13. ▌
    Chrome Data Analysis · tools-only bundle

    The chromedata/ directory serves as the persistent user data directory for Chromium instances launched by browserguard.py.
    7 repo stars
14. ▌
    Required Parameters · tools-only bundle

    openpyxl will corrupt the pivotCache paths when saving, causing MS Excel to crash.
    7 repo stars
15. ▌
    System Architecture 3 · tools-only bundle

    This document provides an in-depth introduction to FinchBot's system architecture, core components, and their interactions.
    7 repo stars
16. ▌
    3 Data Flow · tools-only bundle

    FinchBot 采用 LangChain v1.2 + LangGraph v1.0 构建，是一个具备持久化记忆、动态工具调度、多平台消息支持和全异步并发启动能力的 Agent 系统。系统主要由四个核心部分组成：
    7 repo stars
17. ▌
    API Usage Guide · tools-only bundle

    This guide provides comprehensive examples for using the MCP Gateway REST API via curl to perform common operations like managing gateways (MCP servers), tools, resources, prompts, and more.
    7 repo stars
18. ▌
    Advanced Chunking Patterns Reference · tools-only bundle

    This reference provides additional chunking strategies and decision frameworks for complex scenarios not covered in the main skill.
    7 repo stars
19. ▌
    Architecture And Vision · tools-only bundle

    M4 is infrastructure for AI-assisted clinical research. This document explains the design philosophy, architecture, and why M4 exists.
    7 repo stars
20. ▌
    What Is UI Agent 2 · tools-only bundle

    This guide shows how to use NextGen UI Agent in your AI application, how it plays with other building blocks of it.
    7 repo stars
21. ▌
    Three Layer Architecture · tools-only bundle

    The PDF-to-EPUB converter uses a layered architecture that clearly separates code by modification policy.
    7 repo stars
22. ▌
    Skill Scanner Architecture 2 · tools-only bundle

    The Skill Scanner is built with a modular, extensible architecture for Agent Skills security analysis. It supports the Agent Skills specification format used by OpenAI Codex Skills and Cursor Agent Skills.
    7 repo stars
23. ▌
    Tools Architecture · tools-only bundle

    Tools are async functions that the AI agent calls to interact with the system. This document explains how they work.
    7 repo stars
24. ▌
    Architecture Overview 5 · tools-only bundle

    This document explains how Claude Code's extension mechanisms work and how this toolkit leverages them.
    7 repo stars
25. ▌
    The Jupyter Kernel · tools-only bundle

    The Jupyter kernel module handles Python code execution within the agent system. At around 500 lines, it manages kernel initialization, code submission, output capture, and health monitoring.
    7 repo stars
26. ▌
    Route Researcher Architecture · tools-only bundle

    This approach minimizes token usage while maximizing parallelism and reliability.
    7 repo stars
27. ▌
    Explanation Architecture Md · tools-only bundle

    This document explains the overall architecture, design principles, and key concepts behind Simple Chat. Understanding these foundations will help you make informed decisions about deployment, configuration, and usage.
    7 repo stars
28. ▌
    Prompt Guard Architecture · tools-only bundle

    Prompt Guard는 다층 방어(Defense in Depth) 원칙으로 설계됨. 단일 패턴이 아닌 여러 레이어의 검사를 통해 false positive를 줄이면서 공격을 효과적으로 탐지.
    7 repo stars
29. ▌
    Assistant UI Architecture · tools-only bundle

    assistant-ui follows a 4-layer architecture where each layer depends only on layers below it.
    7 repo stars
30. ▌
    Directory Structure · tools-only bundle

    Claude SEO follows Anthropic's official Claude Code skill specification with a modular, multi-skill architecture.
    7 repo stars
31. ▌
    API Usage Guide 2 · tools-only bundle

    This guide provides comprehensive examples for using ContextForge REST API via curl to perform common operations like managing gateways (MCP servers), tools, resources, prompts, and more.
    7 repo stars
32. ▌
    Intentkit Architecture · tools-only bundle

    The entrypoint layer serves as the interface between the outside world and the Agent. It provides various integration points including Twitter and Telegram, along with autonomous execution capabilities.
    7 repo stars
33. ▌
    Tool Specification Mshtools Ipython · tools-only bundle

    Interactive Python execution environment providing Jupyter Notebook-style computation, data analysis, and visualization capabilities.
    7 repo stars
34. ▌
    Claude API Reference · tools-only bundle

    Prompt caching enables reusing large portions of prompts across multiple API calls, reducing costs by up to 90% and latency by up to 85% for cached content.
    7 repo stars
35. ▌
    Spring AI MCP Server API Reference · tools-only bundle

    Complete API documentation for Spring AI MCP server implementations.
    7 repo stars
36. ▌
    Matplotlib API Reference · tools-only bundle

    This document provides a quick reference for the most commonly used matplotlib classes and methods.
    7 repo stars
37. ▌
    Umap API Reference · tools-only bundle

    umap.UMAP(nneighbors=15, ncomponents=2, metric='euclidean', nepochs=None, learningrate=1.0, init='spectral', mindist=0.1, spread=1.0, lowmemory=True, setopmixratio=1.0, localconnectivity=1.0, repulsionstrength=1.0…
    7 repo stars
38. ▌
    Pubmed E Utilities API Reference · tools-only bundle

    As of December 1, 2018, NCBI enforces API key usage for E-utility calls. API keys increase rate limits from 3 requests/second to 10 requests/second.
    7 repo stars
39. ▌
    Scikit Bio API Reference · tools-only bundle

    This document provides detailed API information, advanced examples, and troubleshooting guidance for working with scikit-bio.
    7 repo stars
40. ▌
    Chembl Web Services API Reference · tools-only bundle

    ChEMBL is a manually curated database of bioactive molecules with drug-like properties maintained by the European Bioinformatics Institute (EBI).
    7 repo stars
41. ▌
    Lightningdatamodule Comprehensive Guide · tools-only bundle

    A LightningDataModule is a reusable, shareable class that encapsulates all data processing steps in PyTorch Lightning.
    7 repo stars
42. ▌
    Voicemode Connect Architecture · tools-only bundle

    AI assistants that want to have voice conversations. They use CLI commands (voicemode connect up/down/status) to manage the connection and interact with the platform.
    7 repo stars
43. ▌
    Plugin Validator Architecture · tools-only bundle

    Technical reference for the plugin_validator.py implementation, design patterns, and extension guide.
    7 repo stars
44. ▌
    Skill Scanner Architecture · tools-only bundle

    Skill Scanner is a modular security scanner for agent skill packages. It supports local skill formats used by OpenAI Codex Skills and Cursor Agent Skills, and combines deterministic scanning with optional LLM-assisted…
    7 repo stars
45. ▌
    System Architecture · tools-only bundle

    This document describes the architecture and design principles of OpenAkita.
    7 repo stars
46. ▌
    System Overview · tools-only bundle

    Skyll is designed as a modular, extensible system for skill discovery.
    7 repo stars
47. ▌
    Plugin Validator Architecture 2 · tools-only bundle

    Technical reference for the plugin_validator.py implementation, design patterns, and extension guide.
    7 repo stars
48. ▌
    Voicemode Connect Architecture 2 · tools-only bundle

    AI assistants that want to have voice conversations. They connect via MCP (Model Context Protocol) and use tools like status and converse.
    7 repo stars
49. ▌
    Openbotx Architecture · tools-only bundle

    OpenBotX is an AI assistant platform. It provides the infrastructure for running autonomous AI agents that communicate through multiple channels, execute tools, manage tasks, and maintain persistent memory -- all…
    7 repo stars
50. ▌
    The 7 Lr Primitives The Lego Bricks · tools-only bundle

    Lár is not a heavy, complex framework. It is a tiny, powerful engine with 7 core "primitives." You can combine these "Lego bricks" to build any agent, from a simple chatbot to a complex, multi-agent orchestrator.
    7 repo stars
51. ▌
    Architecture Overview 3 · tools-only bundle

    This document provides a comprehensive overview of Home Agent's architecture, including component relationships, data flow, and module structure.
    7 repo stars
52. ▌
    System Architecture 2 · tools-only bundle

    This document describes the architecture and design principles of OpenAkita.
    7 repo stars
53. ▌
    Voicemode Connect Architecture 3 · tools-only bundle

    AI assistants that want to have voice conversations. They connect via MCP (Model Context Protocol) and use tools like status and converse.
    7 repo stars
54. ▌
    Pipeline Patterns For LLM Projects · tools-only bundle

    This reference provides detailed patterns for structuring LLM processing pipelines. These patterns apply to batch processing, data analysis, content generation, and similar workloads.
    7 repo stars
55. ▌
    Available Tools · tools-only bundle

    You are Kimi K2.5, an AI assistant developed by Moonshot AI(月之暗面). You possess native vision for perceiving and reasoning over images users send.
    7 repo stars
56. ▌
    Tool Specification Mshtools Read File · tools-only bundle

    Universal file reader supporting text, images, video, and complex binary files (converting Office/PDF to markdown). Provides direct filesystem access for content ingestion and analysis.
    7 repo stars
57. ▌
    The PDF Skill · tools-only bundle

    The pdf skill handles PDF creation and processing through a multi-route architecture.
    7 repo stars
58. ▌
    Tilelang API Reference · tools-only bundle

    Marks a function as a primitive TileLang function (kernel entry point).
    7 repo stars
59. ▌
    Zarr Python Quick Reference · tools-only bundle

    This reference provides a concise overview of commonly used Zarr functions, parameters, and patterns for quick lookup during development.
    7 repo stars
60. ▌
    Architecture Overview 2 · tools-only bundle

    Agent uses haiku model for token efficiency, invokes skill for updates.
    7 repo stars
61. ▌
    Skills Lister MCP Server Architecture · tools-only bundle

    This document describes the architecture and design decisions behind the skills-lister MCP server.
    7 repo stars
62. ▌
    AWS Secrets Manager API Reference · tools-only bundle

    AWS Secrets Manager provides a service to enable you to store, manage, and retrieve secrets with API version 2017-10-17.
    7 repo stars
63. ▌
    Application Architecture Healthtech Patient Portal · tools-only bundle

    The HealthTech Patient Portal is a modern, cloud-native application built for scalability, security, and compliance with healthcare regulations (HIPAA, HITRUST).
    7 repo stars
64. ▌
    Life Of A Request · tools-only bundle

    import Image from '@theme/IdealImage'; import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem';
    7 repo stars
65. ▌
    System Overview 2 · tools-only bundle

    Skyll is designed as a modular, extensible system for skill discovery.
    7 repo stars
66. ▌
    Architecture Reference · tools-only bundle

    Complete structural blueprint for TanStack Start on Cloudflare Workers. Claude uses this to generate all project files from scratch.
    7 repo stars
67. ▌
    Execution Flow · tools-only bundle

    This page explains how mcpbr works internally and the design decisions behind it.
    7 repo stars
68. ▌
    Voicemode Architecture · tools-only bundle

    Understanding how VoiceMode components work together to enable voice conversations.
    7 repo stars
69. ▌
    Architecture Deep Dive · tools-only bundle

    This document explains the architectural patterns used in Cloudflare Workers with Hono, Vite, and Static Assets.
    7 repo stars
70. ▌
    Open Notebook Architecture · tools-only bundle

    Open Notebook is built as a modern Python web application with a clear separation between frontend and backend, using Docker for deployment.
    7 repo stars
71. ▌
    Af API Reference · tools-only bundle

    Direct REST API access for Airflow endpoints not covered by high-level commands.
    7 repo stars
72. ▌
    Verl API Reference · tools-only bundle

    The central controller for the training loop. Manages resource allocation and coordinates worker groups.
    7 repo stars
73. ▌
    Official API Reference · tools-only bundle

    Current frontmatter fields and constraints from official Claude Code documentation.
    7 repo stars
74. ▌
    Official API Reference 2 · tools-only bundle

    Current frontmatter fields and constraints from official Claude Code documentation.
    7 repo stars
75. ▌
    MCP Gateway Registry Complete API Reference · tools-only bundle

    This document provides a comprehensive overview of all 49 API endpoints available in the MCP Gateway Registry, organized by category with authentication requirements, request/response specifications, and OpenAPI…
    7 repo stars
76. ▌
    Af API Reference 2 · tools-only bundle

    Direct REST API access for Airflow endpoints not covered by high-level commands.
    7 repo stars
77. ▌
    Go Rod API Quick Reference · tools-only bundle

    Cheat sheet for the most-used go-rod/rod and go-rod/stealth APIs. Every Must* method has a corresponding error-returning version (without the Must prefix).
    7 repo stars
78. ▌
    API Reference 5 · tools-only bundle

    Query external LLM for complex analysis (only available when external LLM is enabled).
    7 repo stars
79. ▌
    Colin Architecture · tools-only bundle

    Colin (Context Lineage) is a context engine for the AI era. It takes interconnected source documents, resolves dependencies, applies transformations (including LLM calls), and produces outputs your agents can use.
    7 repo stars
80. ▌
    Tool Specification Mshtools Browser Click · tools-only bundle

    Mouse click automation for interactive web elements. Performs clicks on buttons, links, form elements, and JavaScript-enabled components.
    7 repo stars
81. ▌
    API Reference 4 · tools-only bundle

    API endpoints and programmatic access to Claude Code functionality.
    7 repo stars
82. ▌
    Ensembl REST API Endpoints Reference · tools-only bundle

    Comprehensive documentation of all 17 API endpoint categories available in the Ensembl REST API (Release 115, September 2025).
    7 repo stars
83. ▌
    Reactome API Reference · tools-only bundle

    This document provides comprehensive reference information for Reactome's REST APIs.
    7 repo stars
84. ▌
    Reference Documentation For Risk Management Specialist · tools-only bundle

    This is a placeholder for detailed reference documentation. Replace with actual reference content or delete if not needed.
    7 repo stars
85. ▌
    Gwas Catalog API Reference · tools-only bundle

    Comprehensive reference for the GWAS Catalog REST APIs, including endpoint specifications, query parameters, response formats, and advanced usage patterns.
    7 repo stars
86. ▌
    Ncbi Gene API Reference · tools-only bundle

    This document provides detailed API documentation for accessing NCBI Gene database programmatically.
    7 repo stars
87. ▌
    Reference Documentation For Modal · tools-only bundle

    This is a placeholder for detailed reference documentation. Replace with actual reference content or delete if not needed.
    7 repo stars
88. ▌
    Ena API Reference · tools-only bundle

    Comprehensive reference for the European Nucleotide Archive REST APIs.
    7 repo stars
89. ▌
    Clinpgx API Reference · tools-only bundle

    No authentication is required for basic API access. All endpoints are publicly accessible.
    7 repo stars
90. ▌
    Pydeseq2 API Reference · tools-only bundle

    This document provides comprehensive API reference for PyDESeq2 classes, methods, and utilities.
    7 repo stars
91. ▌
    Ete Toolkit API Reference · tools-only bundle

    ETE (Environment for Tree Exploration) is a Python toolkit for phylogenetic tree manipulation, analysis, and visualization. This reference covers the main classes and methods.
    7 repo stars
92. ▌
    Elevenlabs API Reference · tools-only bundle

    Controls how closely the voice matches the preset. Default: 0.75
    7 repo stars
93. ▌
    Dnanexus App Development · tools-only bundle

    Apps and applets are executable programs that run on the DNAnexus platform. They can be written in Python or Bash and are deployed with all necessary dependencies and configuration.
    7 repo stars
94. ▌
    API Design Patterns · tools-only bundle

    Concrete patterns for REST and GraphQL API design with examples.
    7 repo stars
95. ▌
    Architecture Diagrams Reference · tools-only bundle

    Architecture diagrams visualize cloud services, CI/CD deployments, and infrastructure relationships. Introduced in Mermaid v11.1.0.
    7 repo stars
96. ▌
    Pdd API Failure Analysis Thinktoolcapability Module Sync · tools-only bundle

    Only OpenAI gpt-5.1-codex-mini succeeded in API calls, but downstream issues caused overall sync failure.
    7 repo stars
97. ▌
    Official Salesforce Architect Erd Aesthetic Guide · tools-only bundle

    Reference for generating ERDs matching the architect.salesforce.com visual style. This is the default style for all ERD diagrams generated by sf-diagram-nanobananapro.
    7 repo stars
98. ▌
    Logging And Monitoring · tools-only bundle

    Produce structured, privacy‑aware telemetry that supports detection, response, and forensics without exposing secrets.
    7 repo stars
99. ▌
    Logging And Monitoring 2 · tools-only bundle

    Produce structured, privacy‑aware telemetry that supports detection, response, and forensics without exposing secrets.
    7 repo stars
100. ▌
     Available Tools 2 · tools-only bundle

     Execute Python code in an IPython environment with full Jupyter Notebook-style interaction.
     7 repo stars