Validation Standards
Tool usage requirements, failure patterns, consistency checks, and validation methodologies for Claude Code operations
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October 23, 2025 at 22:04
Installation
/plugin marketplace add bejranonda/LLM-Autonomous-Agent-Plugin-for-ClaudeCopy and paste this command into Claude Code to install the skill
Related Skills
Pattern Learning
bejranonda
Enables autonomous pattern recognition, storage, and retrieval at project level with self-learning capabilities for continuous improvement
template-skill
ComposioHQ
Replace with description of the skill and when Claude should use it.
internal-comms
ComposioHQ
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).
skill-creator
ComposioHQ
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
mcp-builder
ComposioHQ
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
skill-creator
sammcj
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
mcp-builder
sammcj
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
brand-guidelines
LeastBit
将 Anthropic 官方品牌配色与字体应用到需要呈现 Anthropic 风格的任何产出物上。当涉及品牌配色、风格规范、视觉格式或公司设计标准时请使用本技能。
internal-comms
LeastBit
帮助我撰写各种内部沟通内容的资源集合，符合公司偏好的格式。当需要编写内部沟通（状态报告、领导更新、3P 更新、公司通讯、常见问题、事件报告、项目进展等）时，Claude 应使用本技能。
template-skill
LeastBit
请填写技能描述，并说明 Claude 应在何种情况下使用该技能。
mcp-builder
LeastBit
构建高质量 MCP（Model Context Protocol）服务器的指南，帮助 LLM 通过精心设计的工具与外部服务交互。适用于在 Python（FastMCP）或 Node/TypeScript（MCP SDK）中构建整合外部 API 或服务的 MCP 服务器。
skill-creator
LeastBit
创建高效技能的指南。当用户希望打造新的技能（或改进现有技能），以专项知识、工作流或工具集成来扩展 Claude 能力时，请使用本技能。