OpenClaw

skills-improvement

Use when optimizing existing Claude skills, checking skill quality, auditing skill compliance, or when skills have obvious issues. Triggers on skill optimization requests, quality checks, or skill improvement tasks.

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查看来源 ↗安装与使用 SKILL.md ↗

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。

SkillHub CLI

skillhub install acautomata/skill-improvement

打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

Skills Improvement

Overview

Systematically optimize skill quality through a diagnostic-report-select-execute-verify workflow. Ensure skills comply with Claude's official best practices for maximum effectiveness.

Core principle: If you didn't diagnose a skill, you don't know what to fix.

Workflow

digraph workflow {
    "1. Diagnose" [shape=box];
    "2. Report" [shape=box];
    "3. Select" [shape=box];
    "4. Execute" [shape=box];
    "5. Verify" [shape=box];
    
    "1. Diagnose" -> "2. Report";
    "2. Report" -> "3. Select";
    "3. Select" -> "4. Execute";
    "4. Execute" -> "5. Verify";
    "5. Verify" -> "3. Select" [label="fail"];
}

Phase 1: Diagnose

Scan skill for quality issues across 4 categories.

Categories:

Metadata (HIGH): name, description, keywords
Architecture (MEDIUM): file structure, progressive disclosure
Text (MEDIUM): conciseness, clarity, token efficiency
Code (HIGH): error handling, dependencies, validation

Process:

Read SKILL.md and all referenced files
Apply diagnostic checklist (see references/diagnostic-checklist.md)
Record each issue with category, location, severity

Output: Raw issue list

Detailed checklist: See diagnostic-checklist.md

Phase 2: Report

Present findings in structured format.

Report structure:

# Skill Diagnostic Report: [name]

**Grade:** [A/B/C/D]
**Issues:** X total (Y high, Z medium, W low)

## High Priority (Y)
[Issues that prevent discovery or execution]

## Medium Priority (Z)
[Issues that impact quality or usability]

## Low Priority (W)
[Minor improvements]

For each issue include:

Category and check ID
Current state vs expected state
Impact explanation
Specific fix recommendation
Reference to quality standard

Report templates: See report-templates.md

Phase 3: Select

User chooses which iss...

来源信息

Source: github
Repository: openclaw/skills
Path: skills/acautomata/skill-improvement
Version: —
Commit: f269de0e784b1cc4a4b98f1331c95ef2ad59aee8
分类来源: rules
状态: active
可见性: public

这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。

来源内容

SKILL.md

# Skills Improvement

## Overview

Systematically optimize skill quality through a diagnostic-report-select-execute-verify workflow. Ensure skills comply with Claude's official best practices for maximum effectiveness.

**Core principle:** If you didn't diagnose a skill, you don't know what to fix.

---

## Workflow

```dot
digraph workflow {
    "1. Diagnose" [shape=box];
    "2. Report" [shape=box];
    "3. Select" [shape=box];
    "4. Execute" [shape=box];
    "5. Verify" [shape=box];
    
    "1. Diagnose" -> "2. Report";
    "2. Report" -> "3. Select";
    "3. Select" -> "4. Execute";
    "4. Execute" -> "5. Verify";
    "5. Verify" -> "3. Select" [label="fail"];
}
```

---

## Phase 1: Diagnose

Scan skill for quality issues across 4 categories.

**Categories:**
- **Metadata** (HIGH): name, description, keywords
- **Architecture** (MEDIUM): file structure, progressive disclosure
- **Text** (MEDIUM): conciseness, clarity, token efficiency
- **Code** (HIGH): error handling, dependencies, validation

**Process:**
1. Read SKILL.md and all referenced files
2. Apply diagnostic checklist (see references/diagnostic-checklist.md)
3. Record each issue with category, location, severity

**Output:** Raw issue list

**Detailed checklist:** See [diagnostic-checklist.md](references/diagnostic-checklist.md)

---

## Phase 2: Report

Present findings in structured format.

**Report structure:**

```markdown
# Skill Diagnostic Report: [name]

**Grade:** [A/B/C/D]
**Issues:** X total (Y high, Z medium, W low)

## High Priority (Y)
[Issues that prevent discovery or execution]

## Medium Priority (Z)
[Issues that impact quality or usability]

## Low Priority (W)
[Minor improvements]
```

**For each issue include:**
- Category and check ID
- Current state vs expected state
- Impact explanation
- Specific fix recommendation
- Reference to quality standard

**Report templates:** See [report-templates.md](references/report-templates.md)

---

## Phase 3: Select

User chooses which iss...

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