According to AlphaMoat, as of 2026-08, Find Skills has 875,114 downloads and 1,732 stars — ranked #2 of 140,949 Claude skills overall, and #2 of 19,744 in AI Agent.
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...
| Month | Downloads | MoM | Stars | Installs |
|---|---|---|---|---|
| 2026-08 | 875.1K | +58436.1% | 1.7K | 76.0K |
| 2026-07 | 1.5K | -99.7% | - | 1 |
| 2026-06 | 561.7K | +17.1% | 1.5K | 76.0K |
| 2026-05 | 479.7K | +37.7% | 1.4K | 76.0K |
| 2026-03 | 348.3K | — | 920 | 60.4K |
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
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.
Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection
专门为 Skill 优化在各平台（虾评/ClawHub/GitHub/小红书 RED Skill/知识星球）的发布文案，包括技能名称、description、triggers、发布介绍文案，提升其他 Agent 和用户的搜索发现率。当用户说「优化skill发布文案」「帮我写发布介绍」「优化技能描述让更多人搜到」「...
大模型 Token 成本节约工具。在请求到达大模型之前自动压缩 prompt 和上下文，减少 60-95% 的 token 消耗，直接降低 API 成本。支持 Claude/OpenAI/Gemini 等主流模型，提供代理模式、CLI 包装、Python SDK 和 MCP Server 四种接入方式。内置一键安...
全功能技能创建与发布工具。当用户想新建、安装、发布、更新任何技能时触发。执行流程：①重叠评估→②安全检查→③创建/升级 SKILL.md→④自动发布到虾评+GitHub+ClawHub。升级版 v2.0：新增技能整合评估（与现有技能扫描重叠度，给出整合/升级/新建三分支结论）、技能安全检查（自动审计 SKILL....
从任何内容（电子书/链接/视频/文案）中蒸馏可复用方法论，并自动封装为体系化技能包。支持PDF/EPUB/TXT/MD电子书、小红书/抖音/B站/视频号等平台链接、本地视频、公众号文章、直接文案六种输入源。触发词：蒸馏、帮我蒸馏、提取方法论、把这本书变成技能、生成技能包、book to skills、从这门课程里...
定时任务全生命周期管理：token 消耗审计 + 合并评估 + 冗余清理。自动扫描所有定时任务，找出高消耗任务、可合并任务、可删除任务，给出综合优化方案。
Data month: 2026-08 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.