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adaptive-agent-skill-review自适应 Agent 技能回顾

Agent Skill

adaptive-agent-skill-review 用于补充开发相关能力,适合在 OpenClaw 中需要让 Agent 承接开发相关任务时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

2,328

周安装

97

GitHub Stars

1

下载量

776
OpenClaw

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

MIT-0

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:adaptive-agent-skill-review(自适应 Agent 技能回顾)
来源仓库:https://github.com/truenorth-lj/adaptive-agent-skill-review
安装命令:
openclaw skills install adaptive-agent-skill-review
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install adaptive-agent-skill-review

简介

检查技能库是否陈旧、遗漏或存在改进空间。

  • 适用于定期维护或任务完成后优化程序内存。
  • 帮助保持 Agent 能力的准确性和时效性。
  • 运行前应确认是否有写入权限和修改范围。
  • 建议结合具体任务场景触发执行。adaptive-agent-skill-review 属于开发类 Skill,可作为该场景下的辅助能力补充。

SKILL.md

name
skill-review
description
|
version
1.0.0
allowed-tools

Skill Review

Periodic review of all skills to keep procedural memory accurate and up-to-date.

When to Run

  • After completing a batch of tasks across multiple skills
  • When you notice a skill has outdated steps or missing context
  • Proactively every ~2 weeks as maintenance

Step 1: Inventory

List all skills and their last-modified dates:

for d in skills/*/SKILL.md; do echo "$(stat -f '%Sm' -t '%Y-%m-%d' "$d" 2>/dev/null || date -r "$d" '+%Y-%m-%d') $d"; done | sort -r

Read each SKILL.md briefly (first 30 lines) to understand scope.

Step 2: Cross-Reference with Memory

Check memory files and shared/gotchas.md (if they exist) for lessons that should have flowed into skills but didn't.

For each gotcha or feedback memory:

  • Does it relate to a specific skill?
  • Is that lesson already captured in the skill's steps or ## Gotchas section?
  • If not, patch the skill

Step 3: Check for Staleness

For each skill, check:

CheckHow
References valid paths?Grep for file paths mentioned in SKILL.md, verify they exist
References valid commands?Check if CLI tools or scripts mentioned still work
Steps still accurate?Compare with actual workflow from recent git history
Gotchas section exists?If skill has been used multiple times, it should have accumulated lessons

Step 4: Check for Gaps

Look for recurring multi-step patterns that don't have a skill yet:

git log --oneline -30

If a workflow has been done 3+ times manually, propose creating a skill for it.

Step 5: Consolidate Duplicates

Check for skills with overlapping scope. If two skills cover similar ground, propose merging or clarifying boundaries.

Step 6: Report

Output a summary table:

| Skill | Status | Action Taken |
|-------|--------|-------------|
| /typefully | Updated | Added gotcha about image requirements |
| /codebase | OK | No changes needed |
| /deploy-flow | NEW | Created from repeated manual workflow |

Key Rules

  • Read before edit — never patch a skill you haven't read
  • Minimal patches — only change what's wrong or missing, don't restructure working skills
  • Preserve voice — each skill has its own style; don't homogenize
  • Commit after — stage and commit all skill changes with chore: skill-review — update N skills

适合场景

01

OpenClaw 用户查找和安装 Skill 时

02

用户想查找某类 Agent Skill 时

03

需要根据任务场景推荐可安装能力包时

04

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

补充不同宿主或平台的使用分布数据

能力 5

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

OpenClaw

71.55%
按下载量换算555

安全审计

VirusTotal

通过

ClawScan

可疑

Static analysis

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在 warning/failed 结果,不能写成本站确认安全。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

来源信息

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