According to AlphaMoat, as of 2026-07, Fluid Memory has 8,573 downloads and 5 stars — ranked #680 of 106,927 Claude skills overall, and #140 of 17,222 in AI Agent.
基于艾宾浩斯遗忘曲线和访问频率的衰减模型设计的遗忘和归档机制，完全依赖openclaw原生记忆系统的拟人化流体记忆系统
| Month | Downloads | MoM | Stars | Installs |
|---|---|---|---|---|
| 2026-07 | 8.6K | +5.9% | 5 | 291 |
| 2026-06 | 8.1K | +3.5% | 5 | 278 |
| 2026-05 | 7.8K | +81.4% | 5 | 56 |
| 2026-03 | 4.3K | — | 4 | 50 |
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.
Data month: 2026-07 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.