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LLMs, agent workflows, RAG, MCP, prompting, and AI app patterns
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- 1178 Name Skill 07dab008Inverted orchestration—Codex CLI acts as CTO (planning and reviewing), Claude Code executes with native tools. Use when a task benefits from external architectural oversight before and after implementation.Votes: 0GitHub stars: 9
- 1153 Workflow 30cfd097Follow these steps in order. This workflow is **idempotent** - safe to re-run.Votes: 0GitHub stars: 9
- 1153 Workflow 058cd28eFollow these steps in order. This workflow is **idempotent** - safe to re-run.Votes: 0GitHub stars: 9
- 1097 Troubleshooting 50903b7f> This guide covers common issues when using EvalView for AI agent testing, including type errors, connection problems, framework-specific issues, and evaluation debugging.Votes: 0GitHub stars: 9
- 1097 Troubleshooting 271bcac1This guide covers common issues when using EvalView and how to resolve them.Votes: 0GitHub stars: 9
- 1087 Tools 84fc5444OpenBotX is an AI assistant platform. Tools are Python functions the AI agent can call during conversations. This document provides a complete reference for all built-in tools, their parameters, and access rules.Votes: 0GitHub stars: 9
- 1082 Todo 9674497f- [x] **Fix YAML frontmatter parsing** — Removed HTML comments before `---` in 8 files (from @kylewhirl fork) - [x] **SSRF prevention in Python scripts** — Private IP blocking in fetch_page.py and analyze_visual.py (from @artyomsv #7) - [x] **Install hardening** — venv-based pip, no `--break-system-packages` (from @JawandS #2) - [x] **Windows install fixes** — `python -m pip`, `py -3` fallback, requirements.txt persistence (from @kfrancis #5, PR #6) - [x] **requirements.txt persistence** — CopieVotes: 0GitHub stars: 9
- 1050 System Prompt 0ec11ccb始终仔细思考。保持耐心和彻底。不要过早放弃。 始终,保持极其简单。不要过度复杂化事情。 从零开始完成任务时,你应该: - 理解用户的需求 - 制定实现计划 - 逐一利用已有工具和能力完成任务 在处理现有代码库时,你应该: - 理解代码库和用户的需求。确定最终目标以及实现该目标的最重要标准。 - 对于错误修复,通常需要检查错误日志或失败的测试,扫描代码库以找到根本原因,并找出修复方法。如果用户提到任何失败的测试,你应该确保更改后这些测试能够通过。 - 对于功能开发,通常需要设计架构,并以模块化和可维护的方式编写代码,同时最小化对现有代码的侵入。如果项目已有测试,请添加新测试。 - 对于代码重构,如果接口发生更改,通常需要更新所有调用你正在重构的代码的地方。不要更改任何现有逻辑(尤其是在测试中),只专注于修复由接口更改引起的任何错误。 - 为实现目标进行最少的更改。这对你的性能非常重要。 - 遵循项目中现有代码的编码风格。 你的回答应该简洁明了,直奔主题。 除非用户要求详细解释,否则你必须用不超过 4 行的文字(不包括工具使用或代码生成)简洁地回答问题。 重要提示:在保证答案的实用性...Votes: 0GitHub stars: 9
- 055 Architecture Cbe3b86c``` ┌──────────────────────────────────────────────────────────┐ │ vLLM API Layer │ │ (OpenAI-compatible: chat, completions, embeddings, │ │ audio, tools, MCP, reasoning) │ └──────────────────────────────────────────────────────────┘ │ ▼ ┌──────────────────────────────────────────────────────────┐ │ MLXPlatform │ │ (Votes: 0GitHub stars: 9
- 055 Architecture C8b42f42How agents and clients connect through voicemode.dev.Votes: 0GitHub stars: 9
- 055 Architecture 78f986f8This document describes the architecture and design principles of OpenAkita.Votes: 0GitHub stars: 9
- 055 Architecture 6c7a6cdbThis document provides a comprehensive overview of Home Agent's architecture, including component relationships, data flow, and module structure.Votes: 0GitHub stars: 9
- 055 Architecture 49f819e9OpenBotX 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 orchestrated through an async message bus. This document describes the system architecture, core components, and data flow. ---Votes: 0GitHub stars: 9
- 055 Architecture 3edf00a1How agents and clients connect through voicemode.dev.Votes: 0GitHub stars: 9
- 055 Architecture 334bcfa6Skyll is designed as a modular, extensible system for skill discovery.Votes: 0GitHub stars: 9
- 055 Architecture 2c914956This document describes the architecture and design principles of OpenAkita.Votes: 0GitHub stars: 9
- 055 Architecture 08862969How agents and clients connect through voicemode.dev.Votes: 0GitHub stars: 9
- 046 Api Reference Cbd47fe6This 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 documentation links.Votes: 0GitHub stars: 9
- 046 Api Reference B9fc66ccCurrent frontmatter fields and constraints from official Claude Code documentation.Votes: 0GitHub stars: 9
- 046 Api Reference 9899dff9Current frontmatter fields and constraints from official Claude Code documentation.Votes: 0GitHub stars: 9
- 045 Api Af2df17bSkyll provides three interfaces: a **Python client**, a **REST API**, and an **MCP server**. All interfaces return a **ranked list of skills** with relevance scores (0-100), giving agents and developers multiple options to choose from. This enables dynamic filtering, custom selection logic, or letting agents pick based on context.Votes: 0GitHub stars: 9
- 045 Api 08b5f288Skyll provides three interfaces: a **Python client**, a **REST API**, and an **MCP server**. All interfaces return a **ranked list of skills** with relevance scores (0-100), giving agents and developers multiple options to choose from. This enables dynamic filtering, custom selection logic, or letting agents pick based on context.Votes: 0GitHub stars: 9
- 045 Api 06e2775a```python from anthropic.types import ( APIErrorObject, AuthenticationError, BillingError, ErrorObject, ErrorResponse, GatewayTimeoutError, InvalidRequestError, NotFoundError, OverloadedError, PermissionError, RateLimitError, ) ``` Types: ```python from anthropic.types import ( Base64ImageSource, Base64PDFSource, BashCodeExecutionOutputBlock, BashCodeExecutionOutputBlockParam, BashCodeExecutionResultBlock, BashCodeExecutionResultBlockParam, BashCodeExecutionToolResultBlock, BashCodeExecutionT...Votes: 0GitHub stars: 9
- 042 Anti Patterns 8de1c92fCommon mistakes that reduce skill effectiveness.Votes: 0GitHub stars: 9