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Jackywxsz/Jacky-Content-OS
面向个人创作者的一人内容生产系统:Agent Skills、九阶段工作区与可复用方法论。
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.
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skills/jacky-content/SKILL.md
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skills/jacky-de-ai/SKILL.md
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skills/jacky-hook/SKILL.md
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skills/jacky-wiki/SKILL.md
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skills/jacky-write/SKILL.md
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skills/jacky-xhs-check/SKILL.md
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Heat
1.7- 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
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Individual skills in this repository
- jacky-content
skills/jacky-content - jacky-de-ai
skills/jacky-de-ai - jacky-hook
skills/jacky-hook - jacky-wiki
skills/jacky-wiki - jacky-write
skills/jacky-write - jacky-xhs-check
skills/jacky-xhs-check
How it works
jacky-content
When your agent uses it
Jacky Content 一人内容公司全流程体系。当用户说「帮我写一篇」「我有个选题」「帮我改稿」「记录灵感」「帮我搜一下」「帮我拆这个爆款」「分析一下这个账号」「帮我做个复盘」「研究一下这个方向」「选题池整理」「这篇稿子怎么优化」时触发。 覆盖全链路:用户画像、对标分析、选题研究、文案结构、开篇优化、写作执行、发布运营、数据复盘、经验沉淀。 不触发:纯技术问题、非内容创作任务。
What it loads into context
Frontmatter
148 tokensAlways available to the agent
SKILL.md
3,023 tokensWhen the skill is activated
Reference documents
1,336 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 你是谁
- 最高优先级约束
- 启动时加载
- 默认受众
- 需求路由
- 完整创作流程(步骤 1-10)
- 独立模块
- 衍生规则
- 通用规则
Scripts executed separately
scripts/common.shscripts/init-content-item.shscripts/search-materials.sh
Files
SKILL.mdcore9,872 bytesreferences/路径指南.mddoc3,137 bytesscripts/common.shruns3,977 bytesscripts/init-content-item.shruns870 bytesscripts/search-materials.shruns1,216 bytestemplates/短文.mddoc150 bytestemplates/短视频逐字稿.mddoc285 bytestemplates/研究笔记.mddoc303 bytestemplates/长文.mddoc167 bytes
Read SKILL.md
# Jacky Content 一人内容公司全流程体系
## 你是谁
你的内容全流程搭档。从「写什么」到「怎么写」到「怎么发」到「怎么迭代」,一个体系跑通。
## 最高优先级约束
**效率优先,减少等待。** 能合并执行的阶段不要拆开问。只在真正需要用户决策的节点停下来。
收到选题后应立即执行调研,不需要等用户确认才去搜索。
## 启动时加载
每次启动,先读两个文件:View the complete source on GitHubjacky-de-ai
When your agent uses it
去AI味改写助手。当用户说"去AI味""帮我改得不像AI""这段太AI了""humanize""降AI率" "改得像真人写的""去机器味""文案太生硬了""读起来像AI写的"时触发。 也适用于用户说"帮我改稿""润色一下"且上下文暗示文本有AI生成痕迹的场景。 逐句扫描文本中的AI写作痕迹,按六步流程改写为真人风格,输出对照报告和改写后全文。
What it loads into context
Frontmatter
144 tokensAlways available to the agent
SKILL.md
1,741 tokensWhen the skill is activated
Reference documents
2,403 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 改写流程
- 关键改写策略
- 不要做的事
Files
SKILL.mdcore5,443 bytesreferences/ai-taste-database.mddoc7,952 bytes
Read SKILL.md
# 去AI味改写
你是一个去AI味改写专家。用户把文本发给你,你识别其中的AI写作痕迹,逐句改写为真人风格。
核心原则:**改风格,不改信息。** 所有事实、观点、数据必须保留,只改表达方式。
## 改写流程
### 第一步:加载知识库
读取 [references/ai-taste-database.md](references/ai-taste-database.md) 获取完整的禁用词表、句式检测规则和改写方法。
### 第二步:AI味诊断
View the complete source on GitHubjacky-hook
When your agent uses it
Jacky 的短视频开头优化工具。基于谜题理论 + 实战经验,诊断开头问题并生成优化方案。 触发方式:/jacky-hook、「帮我优化开头」「开头怎么写」「这个开头行不行」「帮我改开头」「开头没吸引力」 Short video opening optimizer. Diagnoses issues and generates hook alternatives. Trigger: /jacky-hook, "optimize my hook", "fix my opening", "how to write a hook"
What it loads into context
Frontmatter
122 tokensAlways available to the agent
SKILL.md
3,941 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
- 底层认知:问题是内容的引擎
- 谜题框架:四种基本类型 + WOW
- 核心公式
- 四条铁律
- 工作流程
- 说话风格
- 内联案例库
- 语言
Files
SKILL.mdcore13,166 bytes
Read SKILL.md
# jacky-hook:短视频开头优化
你是 Jacky 的开头优化 AI。你的任务是诊断短视频开头的问题,并生成可直接口播的优化方案。
**核心信念:写不出好开头,90% 是因为内容本身有问题。** 开头是内容的试用装——内容没有价值、没有素材、没有冲击力,再怎么优化开头也没用。
---
## 底层认知:问题是内容的引擎
好文章是被一个好问题驱动的(《写作是门手艺》刘军强教授)。短视频的开头,本质是在抛出一个"问题"——不一定是问号结尾的句子,可以是一个画面、一个事实、一个反常识的信息。
**唯一判断标准:观众听完开头,反应是"为什么?!"还是"哦。"**
View the complete source on GitHubjacky-wiki
When your agent uses it
把 AI 对话中有价值的内容沉淀到 Obsidian 知识库。 检索知识库内容回答问题,只基于已有内容,不杜撰。 触发方式:/jacky-wiki、「存到知识库」「沉淀一下」「这个记下来」「知识库里有没有…」 Save valuable AI conversation content to the Obsidian knowledge base. Search and retrieve from the knowledge base — answers grounded in existing content only. Trigger: /jacky-wiki, "save to KB", "remember this", "search KB", "知识库里…"
What it loads into context
Frontmatter
141 tokensAlways available to the agent
SKILL.md
2,049 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
- 知识库位置
- 知识库结构
- 触发方式
- 工作流程
- A. 检索流程(`/jacky-wiki ask <问题>`)
- B. 写入流程
- 边界情况
- 说话风格
- 语言
Files
SKILL.mdcore6,989 bytes
Read SKILL.md
# jacky-wiki:知识库沉淀 + 检索
你有两个职能:
1. **写入**:把当前对话中有价值的内容,提炼后写入 Obsidian 知识库
2. **检索**:搜索知识库已有内容,回答用户问题。答案 **只能** 基于知识库中已有的文件,不能杜撰
写入时你不做分析。检索时你只做引用和综合,不添加知识库里没有的信息。
---
## 知识库位置
知识库根目录通过以下路径定位(按优先级尝试):View the complete source on GitHubjacky-write
When your agent uses it
把 Jacky 的口喷、零散想法、素材或初稿变成可发布的中文短视频口播稿或文章。 用于“帮我从想法写成稿”“把这段口喷整理好”“按我的风格改稿”“给这篇提效果”。 不用于通用商务文书润色、纯选题研究、发布操作或成片视频审核。
What it loads into context
Frontmatter
100 tokensAlways available to the agent
SKILL.md
1,583 tokensWhen the skill is activated
Reference documents
4,655 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 结果契约
- 优先级
- 启动
- 输入处理
- 成稿原则
- 批判模块的权限
- 不可越过的边界
- 输出
Files
SKILL.mdcore5,788 bytesagents/openai.yamlasset266 bytesreferences/evaluation-cases.mddoc4,671 bytesreferences/platform-safety.mddoc1,411 bytesreferences/sources.mddoc1,471 bytesreferences/voice-hypotheses.mddoc3,908 bytesreferences/workflow.mddoc5,549 bytes
Read SKILL.md
# Jacky Write
把用户真正想说的话,写成有张力、有获得感、能直接发布的稿子。效果优先,但不靠编造和夸大换效果。
## 结果契约
- 产物:一份统一作者声音的成稿,不是多个 Skill 报告的拼接。
- 完成:核心判断清楚,Hook 与正文互相兑现,材料没有被编造或漏掉,表达不因去 AI 味而变平庸。
- 证据:用户当次提供的口喷、经历、数字、观点、草稿和已核验来源。
- 默认输出:只给可直接使用的成稿。用户要诊断、对照或备选时才展示过程。
## 优先级
发生冲突时按此顺序决定:View the complete source on GitHubjacky-xhs-check
When your agent uses it
小红书敏感词检查助手。当用户说"帮我查敏感词""小红书违禁词检查""检查下这篇笔记有没有敏感词" "小红书合规检查""笔记审查""文案排查""查一下有没有违规"时触发。 将用户的小红书笔记文案逐句排查,对照小红书社区规范和高危词库, 找出潜在的敏感词、违规词和风险点,输出详细的检查报告并给出修改建议。
What it loads into context
Frontmatter
132 tokensAlways available to the agent
SKILL.md
1,473 tokensWhen the skill is activated
Reference documents
8,453 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- 审查流程
- 审查要点
- 输出风格
Files
SKILL.mdcore4,952 bytesreferences/sensitive-words-database.mddoc26,215 bytes
Read SKILL.md
# 小红书敏感词检查
你是"小红书敏感词检查",一个专为小红书创作者设计的 AI 审查助手。用户把笔记文案发给你,你依据小红书社区规范和高危词库,逐句审查内容,找出潜在的敏感词、违规词和风险点,帮助用户降低笔记被限流或删除的风险。
## 审查流程
### 第一步:加载词库
读取 [references/sensitive-words-database.md](references/sensitive-words-database.md) 获取完整的违禁词分类体系、风险等级、替换建议。
### 第二步:逐句扫描
对用户提供的文案,逐句进行以下检查:
View the complete source on GitHubSkills included
- jacky-content
- jacky-de-ai
- jacky-hook
- jacky-wiki
- jacky-write
- jacky-xhs-check
Repository facts
- License
- MIT
- Created
- May 7, 2026
- Last pushed
- Sep 16, 2026
- Forks
- 5
- Open issues
- 0
- Project activity
- Active
Before you install
Local scriptsAutomated signals, not a guarantee
Checked Nov 7, 2026
- No broad tool permissions
- No dangerous shell commands
- 37 network referencesin 2 files: jacky-xhs-check/references/sensitive-words-database.md:516 jacky-write/references/sources.md:8
- No hidden or obfuscated text
- No instruction overrides
- 3 executable scriptsin 3 files: jacky-content/scripts/common.sh:1 jacky-content/scripts/init-content-item.sh:1 jacky-content/scripts/search-materials.sh:1
- No access to secrets
- No requests to vote in Hot
Show all 40 signals by file
skills/jacky-content/scripts/common.sh
- Executable scriptline 1
#!/usr/bin/env bash
skills/jacky-content/scripts/init-content-item.sh
- Executable scriptline 1
#!/usr/bin/env bash
skills/jacky-content/scripts/search-materials.sh
- Executable scriptline 1
#!/usr/bin/env bash
skills/jacky-write/references/sources.md
- Network accessline 8
- `dbs-content`:先把事情搞清楚、内容与形式匹配、认知落差、表达效率。未吸收“必须有产品”等特定商业立场。 - `dbs-hook` 与 `jacky-hook`:开头独立成立、话题 + Hook + 可信度、口播友好、正文兑现。未吸收固定生成 10–15 个候选或未核实素材增补。 - [`lieflat-less-ai-tone`](https://github.com/larashero3-dotcom/lieflat-less-ai-tone)(MIT): - Network accessline 9
- `dbs-hook` 与 `jacky-hook`:开头独立成立、话题 + Hook + 可信度、口播友好、正文兑现。未吸收固定生成 10–15 个候选或未核实素材增补。 - [`lieflat-less-ai-tone`](https://github.com/larashero3-dotcom/lieflat-less-ai-tone)(MIT):风格参考优先、信息守恒、白名单式最小修改。未把其词句特征和统计倍率当成通用语言定律。 - [`guoshen`](http - Network accessline 10
- [`lieflat-less-ai-tone`](https://github.com/larashero3-dotcom/lieflat-less-ai-tone)(MIT):风格参考优先、信息守恒、白名单式最小修改。未把其词句特征和统计倍率当成通用语言定律。 - Network accessline 11
- [`guoshen`](https://github.com/huangbai-AI/guoshen)(MIT,外部条款保留原权利):候选线索不等于裁决、上下文复核、来源日期和未检查项披露。完整视频审核保持为独立能力。
skills/jacky-xhs-check/references/sensitive-words-database.md
- Network accessline 516
### 小红书官方 - [小红书社区规范](https://agree.xiaohongshu.com/h5/terms/ZXXY20221213003/-1) - Network accessline 517
- [小红书社区规范](https://agree.xiaohongshu.com/h5/terms/ZXXY20221213003/-1) - Network accessline 518
- [小红书社区公约2.0(2026年1月发布)](https://huacheng.gz-cmc.com/pages/2026/01/20/5b9629a5d7334c4cbcba77db98424444.html) - Network accessline 520
### 知乎专栏(深度整理) - [2025小红书违禁词清单汇总(超全整理)](https://zhuanlan.zhihu.com/p/27203999691) - Network accessline 521
- [2025小红书违禁词清单汇总(超全整理)](https://zhuanlan.zhihu.com/p/27203999691) - Network accessline 522
- [2025小红书违禁内容一览(超全整理)](https://zhuanlan.zhihu.com/p/27535967477) - Network accessline 523
- [小红书运营:常见违禁词+替换方法](https://zhuanlan.zhihu.com/p/713329968) - Network accessline 524
- [小红书2026新规落地](https://zhuanlan.zhihu.com/p/1997688340456161550) - Network accessline 525
- [四年一更,社区公约2.0如何定义小红书的下一个周期](https://zhuanlan.zhihu.com/p/1997305211933447509) - Network accessline 526
- [2025小红书新规速递(运营及商家必看)](https://zhuanlan.zhihu.com/p/1889041221143466135) - Network accessline 527
- [小红书敏感行业指南](https://zhuanlan.zhihu.com/p/6180427574) - Network accessline 528
- [小红书虚拟资料新规应对方案(2026版)](https://zhuanlan.zhihu.com/p/2011800167825826964) - Network accessline 530
### 运营工具/平台 - [Reditor编辑器(红薯编辑器)- 小红书违禁词检测工具](https://help.reditorapp.com/content/250106%E5%B0%8F%E7%BA%A2%E4%B9%A6%E8%BF%9D%E7%A6%81%E8%AF%8D%E6%A3%80%E6%B5%8B%E5%B7%A5%E5%85%B7%EF%BC%9A%E5%B9%BF%E5%91%8A%E8%BF%9D%E7%A6%81%E8%AF%8D+%E5%B0% - Network accessline 531
- [Reditor编辑器(红薯编辑器)- 小红书违禁词检测工具](https://help.reditorapp.com/content/250106%E5%B0%8F%E7%BA%A2%E4%B9%A6%E8%BF%9D%E7%A6%81%E8%AF%8D%E6%A3%80%E6%B5%8B%E5%B7%A5%E5%85%B7%EF%BC%9A%E5%B9%BF%E5%91%8A%E8%BF%9D%E7%A6%81%E8%AF%8D+%E5%B0%8F%E7%BA%A2% - Network accessline 532
- [Reditor编辑器 - 小红书违禁词检测列表](https://help.reditorapp.com/content/250105%E5%B0%8F%E7%BA%A2%E4%B9%A6%E8%BF%9D%E7%A6%81%E8%AF%8D%E6%A3%80%E6%B5%8B%E5%88%97%E8%A1%A8%EF%BC%8C%E5%B0%8F%E7%BA%A2%E4%B9%A6%E8%BF%9D%E7%A6%81%E8%AF%8D%E6%A3%80%E6%B5%8 - Network accessline 533
- [零克查词 - 专业敏感词检测](https://www.lingkechaci.com/) - Network accessline 534
- [句无忧 - 违禁词查询检测](https://www.check51.com/) - Network accessline 535
- [UU在线工具 - 小红书违禁词检测](https://uutool.cn/word-xhs/) - Network accessline 537
### 行业媒体/社区 - [数英 - 小红书违禁词大汇总](https://www.digitaling.com/articles/958488.html) - Network accessline 538
- [数英 - 小红书违禁词大汇总](https://www.digitaling.com/articles/958488.html) - Network accessline 539
- [数英 - 新手避坑!小红书伤号的八大行为](https://www.digitaling.com/articles/1272851.html) - Network accessline 540
- [青瓜传媒 - 小红书24种违规或限流形式](https://www.opp2.com/336597.html) - Network accessline 541
- [青瓜传媒 - 小红书合规微信导流规则变了](https://www.opp2.com/334193.html) - Network accessline 542
- [迅课科技 - 小红书违禁词合集](https://www.ixunke.com/article/675) - Network accessline 543
- [拓客吧 - 小红书新规落地(2026年)](https://www.tuokeba.com/jingyan/610.html) - Network accessline 545
### 广告法相关 - [2025最新广告法禁用词分类与示例](https://zhuanlan.zhihu.com/p/1895097997626434958) - Network accessline 546
- [2025最新广告法禁用词分类与示例](https://zhuanlan.zhihu.com/p/1895097997626434958) - Network accessline 547
- [2025新广告法违禁词敏感词汇总](https://news.qq.com/rain/a/20250629A02TX500) - Network accessline 548
- [新浪财经 - 新广告法禁用词大全及案例](https://finance.sina.com.cn/jjxw/2022-05-23/doc-imizmscu2851374.shtml) - Network accessline 550
### 新闻/监管 - [小红书发布2025年上半年虚假内容治理报告](https://cn.chinadaily.com.cn/a/202506/13/WS684bd0f8a310205377037ef3.html) - Network accessline 551
- [小红书发布2025年上半年虚假内容治理报告](https://cn.chinadaily.com.cn/a/202506/13/WS684bd0f8a310205377037ef3.html) - Network accessline 552
- [新浪 - 小红书发布社区公约2.0版本](https://news.sina.cn/minsheng/2026-01-20/detail-inhhyfur5997624.d.html) - Network accessline 553
- [新浪 - 小红书私信导流新规](https://finance.sina.cn/2025-01-09/detail-ineekuyn9300352.d.html)
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: 40 facts
- Executable script in code of a file that runsjacky-content/scripts/common.sh:1High confidence
- Executable script in code of a file that runsjacky-content/scripts/init-content-item.sh:1High confidence
- Executable script in code of a file that runsjacky-content/scripts/search-materials.sh:1High confidence
- Network access in prose of documentationjacky-write/references/sources.md:8Low confidence
- Network access in prose of documentationjacky-write/references/sources.md:9Low confidence
- Network access in prose of documentationjacky-write/references/sources.md:10Low confidence
- Network access in prose of documentationjacky-write/references/sources.md:11Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:516Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:517Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:518Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:520Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:521Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:522Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:523Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:524Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:525Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:526Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:527Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:528Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:530Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:531Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:532Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:533Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:534Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:535Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:537Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:538Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:539Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:540Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:541Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:542Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:543Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:545Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:546Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:547Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:548Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:550Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:551Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:552Low confidence
- Network access in prose of documentationjacky-xhs-check/references/sensitive-words-database.md:553Low confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md skills/jacky-content/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md skills/jacky-content/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skills/jacky-content/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md skills/jacky-content/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skills/jacky-content/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md skills/jacky-content/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.