According to AlphaMoat, as of the latest data month, aws-graph-agent has 341 downloads and 0 stars — ranked #66,816 of 106,927 Claude skills overall, and #13,116 of 17,222 in AI Agent.
AWS Bedrock AgentCore与LangGraph多代理部署编排工具。提供StateGraph状态图编排、AgentCore Runtime HTTP封装（8080端口）、 Memory跨会话STM/LTM持久记忆、Gateway外部API/Lambda工具集成、CLI全生命周期管理五大核心能力. 适用于多代理协调的复杂业务系统、跨会话持久记忆代理、外部API集成到代理工具链、生产级AI代理部署.
Captures learnings, errors, and corrections to enable continuous improvement for the agent.
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking...
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...
Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.
Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...
Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞
Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection
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.
面向 AI Agent 的自我进化引擎，直击"重复犯错、从沉默误学、记忆压缩丢失、进化无法衡量"四大痛点. 通过自反思机制、纠错学习、模式晋升机制，让 Agent 从每次交互中积累可复用经验，而非每次会话从零开始. 核心差异化：反污染防线（3 次确认加不从沉默推断）避免误学、压缩合并而非删除保留确认偏好、 进化指...
CAD 洞察专家为 AI Agent 提供工程图纸智能分析能力，支持 PDF 与 DWG 两种格式，可提取标题栏、尺寸、标注、符号、比例并生成质量检查报告与工程量统计。它通过可配置的标题栏模板适配不同公司/标准的图框，通过多比例检测处理一张图多比例的情况，通过 OCR 管线处理扫描件，通过尺寸上下文关联还原尺寸与...
基于 Azure CLI 的智能云基础设施管理助手。提供多订阅导航、RBAC 角色审计与最小权限、 成本分析工作流、合规检查清单、跨订阅批量操作五大核心能力。适用于 Azure 资源盘点、健康监控、 安全审计、Cost Management 分析、多订阅多租户管理场景. 默认只读查询，写操作与破坏性操作需确认。分...
面向广告投放与市场分析场景的结构化广告情报数据中枢。在AdMapix原始API之上叠加参数自然语言翻译、 端点依赖编排、结果缓存复用、估算数据可信度A/B/C分级标注四层核心能力。支持广告创意搜索/计数/分布、 应用与开发者画像、商店榜单查询、下载与收入估算（带可信度分级）、参数翻译与端点编排五大能力域. 适用于买量团队竞品创意监控、出海选品调研、广告素材趋势分析、开发者画像与SDK审计、跨地区投放策略制定. 内置40+行业码与200+国家码中文映射，端点依赖图自动并行化无依赖调用、串行化有依赖调用，单轮可编排5-10个端点.
|-. 适合需要aws cloud architect相关能力的开发场景,提供标准化流程和配置参考. 该工具经过质量提升,针对用户反馈优化了实用性。Use。Use when 需要安全检测、合规审计、漏洞扫描、加密防护时使用。不适用于渗透测试未授权目标。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。
Data month: — · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.