Not in the top 1,000 by GitHub stars
JimLiu/Illustrated-Agent-Skills
《图解Skill——AI提效实战指南》官方 Repo
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
View weekly changes
examples/chapter-07/data-analysis-v1/SKILL.md
Week of Oct 26, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
6ce52438ab8e → 6ce52438ab8e
Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.
examples/chapter-07/data-analysis-v2/SKILL.md
Week of Oct 26, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
6ce52438ab8e → 6ce52438ab8e
Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.
examples/chapter-07/data-analysis-v3/SKILL.md
Week of Oct 26, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
6ce52438ab8e → 6ce52438ab8e
Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.
skills/adversarial-polish/SKILL.md
Week of Oct 26, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
6ce52438ab8e → 6ce52438ab8e
Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.
skills/book-illustrator/SKILL.md
Week of Oct 26, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
6ce52438ab8e → 6ce52438ab8e
Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.
skills/content-analyzer/SKILL.md
Week of Oct 26, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
6ce52438ab8e → 6ce52438ab8e
Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.
skills/info-digest/SKILL.md
Week of Oct 26, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
6ce52438ab8e → 6ce52438ab8e
Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.
skills/interview-analysis/SKILL.md
Week of Oct 26, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
6ce52438ab8e → 6ce52438ab8e
Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.
skills/interview-writing/SKILL.md
Week of Oct 26, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
6ce52438ab8e → 6ce52438ab8e
Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.
skills/outliner/SKILL.md
Week of Oct 26, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
6ce52438ab8e → 6ce52438ab8e
Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.
skills/weekly-report/SKILL.md
Week of Oct 26, 2026 · +0 / −0 lines
Before Instructions only → After Instructions only
6ce52438ab8e → 6ce52438ab8e
Diff text is unavailable under the recorded licenses. Line counts and the GitHub link remain available.
Verified commit 6ce52438ab8ec2d7e27c526f503e4dfcb1ef029c
git clone --filter=blob:none --no-checkout https://github.com/JimLiu/Illustrated-Agent-Skills.git .hotskills/jimliu-illustrated-agent-skills && git -C .hotskills/jimliu-illustrated-agent-skills checkout --detach 6ce52438ab8ec2d7e27c526f503e4dfcb1ef029c
# Copy each selected skill directory from .hotskills/jimliu-illustrated-agent-skills into .claude/skills/<skill-name>/Heat
2.4- Star growth, last 7 daysNot available
- Star growth, last 24 hoursNot available
- Rank movement, last 7 daysNot available
- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
Individual skills in this repository
- data-analysis
examples/chapter-07/data-analysis-v1 - data-analysis
examples/chapter-07/data-analysis-v2 - data-analysis
examples/chapter-07/data-analysis-v3 - adversarial-polish
skills/adversarial-polish - book-illustrator
skills/book-illustrator - content-analyzer
skills/content-analyzer - info-digest
skills/info-digest - interview-analysis
skills/interview-analysis - interview-writing
skills/interview-writing - outliner
skills/outliner - baoyu-weekly-report
skills/weekly-report
How it works
data-analysis
When your agent uses it
数据分析技能。当用户上传 Excel(.xlsx、.xls) 或 CSV 文件并要求分析时使用,读取数据,执行基础统计分析,输出中文结论。
What it loads into context
Frontmatter
42 tokensAlways available to the agent
SKILL.md
184 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 步骤
- 注意
Files
SKILL.mdcore674 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubdata-analysis
When your agent uses it
数据分析技能。当用户上传 Excel(.xlsx、.xls) 或 CSV 文件并要求分析时使用,基于三阶段分析法(结构理解 → 统计概况 → 发现挖掘)输出结构化的中文洞察。
What it loads into context
Frontmatter
59 tokensAlways available to the agent
SKILL.md
911 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 数据读取指引
- 分析方法论
- 分析哲学
- 输出结构
- 注意
Files
SKILL.mdcore3,294 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubdata-analysis
When your agent uses it
数据分析技能。当用户上传 Excel(.xlsx、.xls) 或 CSV 文件并要求分析时使用,基于三阶段分析法输出深度洞察,并生成一份可直接交付的专业可视化 HTML 报告。
What it loads into context
Frontmatter
58 tokensAlways available to the agent
SKILL.md
1,325 tokensWhen the skill is activated
Reference documents
582 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 数据读取指引
- 分析方法论
- 分析哲学
- 输出结构(用于对话中的简要汇报)
- 报告生成工作流
- 图表选择指南
- 设计方向
- 注意
Files
SKILL.mdcore4,819 bytesreferences/design-brief.mddoc2,060 bytesreferences/report-template.htmlasset29,020 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubadversarial-polish
When your agent uses it
多轮对抗式稿件打磨技能。通过"批评→改写→综合→盲评"循环,像学术同行评审一样反复打磨稿件直到收敛。所有中间产物(批评、改写、综合、评分)保存为独立文件,完整记录进化过程。当用户说"对抗打磨""反复打磨""深度打磨""多轮润色""盲评打磨""打磨到收敛""帮我把这篇稿子磨一磨""pressure polish""adversarial polish"时触发。也适用于用户说"这篇稿子很重要,帮我好好打磨"或"我需要更高质量的润色"等暗示需要超越单轮润色的场景。注意:如果用户只是要求普通润色,优先使用已有 polish 技能。本技能适合对质量要求极高、愿意花更多时间打磨的稿件。
What it loads into context
Frontmatter
227 tokensAlways available to the agent
SKILL.md
4,791 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 核心理念
- ⚠<U+FE0F> 执行模型:Sub-Agent 隔离(核心机制)
- 工作流程
- 重要原则
- 执行策略
- 注意事项
Files
SKILL.mdcore16,520 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubbook-illustrator
When your agent uses it
《图解 Skill —— AI 提效实战指南》专用配图技能。分析本书章节、附录或书稿内容,批量识别需要视觉辅助的位置,并行生成本书统一风格的插图提示词,批量出图,最后回写书稿。 当用户要求"为本书配图"、"给本书章节生成插图"、"补画书中插图"、"重画本书配图"、"生成章节信息图"时使用此技能。 不用于普通文章、营销图、社媒图或其他书籍的通用配图任务。
What it loads into context
Frontmatter
148 tokensAlways available to the agent
SKILL.md
4,099 tokensWhen the skill is activated
Reference documents
8,566 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 使用方式
- 开工前必读
- 工作流程
- Subagent Brief 模板
- 文件组织
- 常见翻车模式
- 参考文件
Files
SKILL.mdcore14,003 bytesSKILL.mdcore14,003 bytesprompts/system.mddoc3,587 bytesreferences/design-system.mddoc7,251 bytesreferences/illustration-template.mddoc4,800 bytesreferences/layouts/binary-comparison.mddoc1,238 bytesreferences/layouts/cheat-sheet-card.mddoc1,761 bytesreferences/layouts/funnel.mddoc1,145 bytesreferences/layouts/hierarchical-layers.mddoc1,118 bytesreferences/layouts/hub-spoke.mddoc1,133 bytesreferences/layouts/iceberg.mddoc1,188 bytesreferences/layouts/linear-progression.mddoc1,061 bytesreferences/layouts/structural-breakdown.mddoc1,095 bytesreferences/layouts/tree-branching.mddoc961 bytesreferences/layouts/winding-roadmap.mddoc1,041 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubcontent-analyzer
When your agent uses it
素材深度分析技能。当用户提供文章、推文、视频文稿等内容并要求分析时使用。 适用于:(1) 理解素材核心观点和论证逻辑,(2) 批判性评估内容,(3) 为后续写作提取可用素材, (4) 分析内容的传播价值。支持长文、短内容(推文/帖子)、视频文稿等多种内容类型。
What it loads into context
Frontmatter
109 tokensAlways available to the agent
SKILL.md
1,169 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 分析流程
- 分析框架
- 联网检索
- 执行要求
- 输出格式
- 快速摘要
- 一、核心内容
- 二、背景语境
- 三、批判性审视
- 四、价值提取
- 五、叙事技巧(如适用)
- 结果保存
Files
SKILL.mdcore4,079 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubinfo-digest
When your agent uses it
把任何输入的信息快速转化为简洁、易懂的中文资讯,让读者一两分钟抓住要点。 适用于新闻、报道、长文、研究报告、论文、政策文件、产品资料、官方博客、链接等各类信息。 当用户提供一段内容(尤其是英文/外文,或较长、较专业的材料),或贴出链接、标题,要求 "整理成中文资讯""写成快讯/速递/简报""用大白话讲讲""帮我把这个讲清楚""划个重点"时使用。 即使用户没明确说"写简报",只要意图是把信息转述成给中文读者看的简短、好懂版本,也应触发。 需要时会联网检索背景、补充前因、查证事实。与深度分析(content-analyzer)不同, 本技能产出的是简短、可一两分钟读完的纯文本资讯,不是长篇结构化报告。
What it loads into context
Frontmatter
235 tokensAlways available to the agent
SKILL.md
1,653 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 第一阶段:快速拆解(在思考区完成,不输出)
- 第二阶段:撰写资讯
- 联网检索
- 格式要求
- 自检清单
Files
SKILL.mdcore6,003 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubinterview-analysis
When your agent uses it
分析播客/视频访谈内容,提取高价值信息点、金句、待验证背景, 并生成详细写作提纲。当用户提供访谈转录稿或整理稿,需要进行内容分析、 素材提取、或准备写作提纲时使用此 skill。
What it loads into context
Frontmatter
74 tokensAlways available to the agent
SKILL.md
1,189 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 分析框架
- 输出要求
Files
SKILL.mdcore4,049 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubinterview-writing
When your agent uses it
将播客/视频访谈的分析素材转化为访谈实录整理文章。按访谈原始 顺序组织,保留问答结构的对话感,补充背景解读,让读者通过文字快速了解 访谈全貌。当用户已完成访谈内容分析(有素材包和提纲),需要撰写正式文章 时使用此 skill。
What it loads into context
Frontmatter
96 tokensAlways available to the agent
SKILL.md
1,171 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 前置依赖
- 文章定位
- 语言处理原则
- 文章结构
- 写作原则
Files
SKILL.mdcore4,067 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHuboutliner
When your agent uses it
科技专栏提纲生成技能。当用户提供素材(文章、推文、视频文稿等) 要求生成写作提纲时使用。生成 3-5 个差异化大纲方案(优先包含故事驱动型), 每个方案保存独立文件供用户选择。
What it loads into context
Frontmatter
75 tokensAlways available to the agent
SKILL.md
1,469 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 角色定位
- 读者画像
- 文件管理
- 工作流程
- 方案 [A/B/C]:[一句话定位]
- 用户选择后
- 特殊情况
Files
SKILL.mdcore4,875 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubbaoyu-weekly-report
When your agent uses it
生成中文周报(Markdown 表格格式)。当用户提到"周报""写周报""本周工作""weekly report"或描述本周完成的工作内容时触发。即使用户只是随意列出这周做了什么,也应该触发这个技能来帮忙整理成周报。
What it loads into context
Frontmatter
79 tokensAlways available to the agent
SKILL.md
964 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 周报结构
- 信息整理原则
- 文件保存
- 完整示例
Files
SKILL.mdcore3,501 bytesevals/evals.jsonasset1,414 bytes
No excerpt is shown for this license. Read the source on GitHub.
View the complete source on GitHubSkills included
- data-analysis
- data-analysis
- data-analysis
- adversarial-polish
- book-illustrator
- content-analyzer
- info-digest
- interview-analysis
- interview-writing
- outliner
- baoyu-weekly-report
Repository facts
- License
- No license detected
- Created
- May 20, 2026
- Last pushed
- Jun 15, 2026
- Forks
- 105
- Open issues
- 0
- Project activity
- Slowing
Rank over the last 12 weeks
Now #849 · best #725 · down 46 in 30 days
- #896 on Oct 19
- #904 on Oct 20
- #925 on Oct 21
- #890 on Oct 22
- #910 on Oct 23
- #849 since Oct 24
53 earlier periods
- #726 on Aug 2
- #725 on Aug 8
- #733 on Aug 9
- #765 from Aug 10 to Aug 11
- #764 on Aug 12
- #770 on Aug 13
- #753 on Aug 14
- #747 on Aug 16
- #759 on Aug 17
- #781 on Aug 18
- #766 on Aug 19
- #760 on Aug 20
- #765 on Aug 21
- #730 on Aug 22
- #773 on Aug 23
- #797 on Aug 24
- #808 on Aug 25
- #787 on Aug 26
- #794 on Aug 27
- #822 on Aug 28
- #754 on Aug 29
- #758 on Aug 30
- #795 on Aug 31
- #815 on Sep 1
- #804 on Sep 3
- #806 on Sep 7
- #827 on Sep 8
- #814 on Sep 9
- #820 on Sep 10
- #798 on Sep 11
- #824 on Sep 14
- #816 on Sep 15
- #828 on Sep 16
- #827 on Sep 17
- #812 on Sep 18
- #788 on Sep 19
- #807 on Sep 20
- #803 on Sep 24
- #785 on Sep 26
- #841 on Sep 28
- #873 on Sep 29
- #849 on Sep 30
- #795 on Oct 1
- #808 on Oct 2
- #834 on Oct 5
- #829 on Oct 6
- #856 on Oct 7
- #897 on Oct 8
- #862 on Oct 9
- #848 on Oct 11
- #883 on Oct 15
- #869 on Oct 17
- #857 on Oct 18
Before you install
Instructions onlyAutomated signals, not a guarantee
Checked Nov 4, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 1 note
skills/book-illustrator/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- No dangerous shell commands
- 9 network referencesin 2 files: data-analysis-v3/references/report-template.html:9 book-illustrator/SKILL.md:19
- No hidden or obfuscated text
- No instruction overrides
- No executable scripts
- No access to secrets
- No requests to vote in Hot
Show all 9 signals by file
examples/chapter-07/data-analysis-v3/references/report-template.html
- Network accessline 9
<!-- 网页字体:英文用 Source Serif 4 / Inter,中文用 Noto Serif SC / Noto Sans SC。 生成具体报告时通常无需更改字体组合,保持统一即可。 --> <link rel="preconnect" href="https://fonts.googleapis.com" /> - Network accessline 10
生成具体报告时通常无需更改字体组合,保持统一即可。 --> <link rel="preconnect" href="https://fonts.googleapis.com" /> <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin /> - Network accessline 11
<link rel="preconnect" href="https://fonts.googleapis.com" /> - Network accessline 12
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin /> - Network accessline 13
<link href="https://fonts.googleapis.com/css2?family=Source+Serif+4:opsz,wght@8..60,400;8..60,600;8..60,700&family=Inter:wght@400;500;600;700&family=Noto+Serif+SC:wght@500;700&family=Noto+Sans+SC:wght@400;500;700&display=swap" rel="styleshe - Network accessline 15
<!-- Chart.js 4.x 从稳定 CDN 加载 --> <script src="https://cdn.jsdelivr.net/npm/chart.js@4"></script> - Network accessline 16
<script src="https://cdn.jsdelivr.net/npm/chart.js@4"></script>
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Some files could not be read; the facts below still hold.
Signal confidence: 2 facts
- Network access in code of the SKILL.mdbook-illustrator/SKILL.md:19High confidence
- Network access in code of the SKILL.mdbook-illustrator/SKILL.md:20High confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Native | Path .claude/skills/book-illustrator | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md examples/chapter-07/data-analysis-v1/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md examples/chapter-07/data-analysis-v1/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md examples/chapter-07/data-analysis-v1/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md examples/chapter-07/data-analysis-v1/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md examples/chapter-07/data-analysis-v1/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.