According to AlphaMoat, as of 2026-08, deep-skill-finder has 16,340 downloads and 12 stars — ranked #485 of 140,949 Claude skills overall, and #91 of 19,744 in AI Agent.
最好的找Skill的方式，能够基于你的任务，去寻找最匹配的高质量Skill。以下两种情况下都应使用本技能：① 用户主动要找 Skill，或者需要借助他人经验时——当用户说“找个 xxx 技能”“股票分析别人怎么做的”“找一找有没有现成的技能”等表达寻找意图时；② Agent 自主判断需要外部 Skill 辅助——遇到不熟悉的任务，或对当前任务已经做过一些尝试仍无法解决、缺少合适工具时，可主动调用本技能查询实战经验并检索匹配的 Skill，无需等用户开口。
| Month | Downloads | MoM | Stars | Installs |
|---|---|---|---|---|
| 2026-08 | 16.3K | +295.4% | 12 | 1 |
| 2026-07 | 4.1K | — | 2 | 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.
Data month: 2026-08 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.