By smallKeyboyUpdated 2026-05-1116-self-improving-agent-proactive-self-reflection
According to AlphaMoat, as of 2026-08, 16 Self Improving Agent Proactive Self Reflection has 1,606 downloads and 3 stars — ranked #11,766 of 140,949 Claude skills overall, and #2,429 of 19,744 in AI Agent.
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use befo...
| Month | Downloads | MoM | Stars | Installs |
|---|---|---|---|---|
| 2026-08 | 1.6K | +9.1% | 3 | 42 |
| 2026-07 | 1.5K | +63.7% | 3 | 42 |
| 2026-05 | 899 | +1534.5% | 1 | 1 |
| 2026-03 | 55 | — | - | 1 |
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude rea
场景驱动+关键词双模式技能发现工具。当用户用自然语言描述场景/需求（如"我想做一个海报""帮我分析股票"），或明确说"安装技能/find skills/找个skill"时，自动从官方内置、本地已安装、SkillHub、虾评、GitHub、ClawHub 六层联合搜索并推荐最合适的技能，支持一键安装。已完全替代官方...
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 🦞
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.
PPT智能优化助手，帮助用户优化演示文稿的文案、排版、配色和整体风格。适用于以下场景：(1) PPT文案过长需要精简；(2) 排版混乱需要规整；(3) 配色不协调需要调整；(4) 重点不突出需要强化；(5) 整体风格不统一需要优化。触发关键词：优化PPT、PPT美化、演示文稿优化、PPT文案精简、PPT配色、PP...
本技能专为学术研究者设计，支持论文润色、文献综述生成、创新点提炼三大核心功能。支持中英文双语，可上传PDF/DOC文件直接处理，开启联网后可检索最新文献。
跨境电商资讯查询 Skill。当用户想知道"跨境电商日报"、"跨境电商资讯"、"Shopee/TikTok Shop/Temu/亚马逊/Lazada 最近动态"、"东南亚电商"、"跨境平台政策"、"选品趋势"、"跨境物流"、"跨境支付"、"出海动态"等任何跨境电商相关资讯时使用。即使用户只说"跨境电商"、"出海资...
电商用户行为分析 - 活跃度趋势追踪与可视化图表生成
工业工程专家智体 - 提供生产优化、精益生产、六西格玛、质量管理、供应链优化、设施规划等工业工程领域的专业咨询和分析建议。适用于生产线优化、流程改进、质量控制、库存管理等场景。
Data month: 2026-08 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.