{"slug":"pluviobyte-dbs-content-system","name":"dbs-content-system","description":"dontbesilent 内容结构化系统。把本地大量文稿、推文、选题、案例和课程稿搭成一个可持续生长的内容结构化工程：先审计内容规模与边界，再建立新工程、复制素材、抽取内容单元、生成主题地图与选题装配稿。\n触发方式：/dbs-content-system、/内容结构化系统、「把我的内容做成结构化系统」「把本地素材变成可重组系统」「帮我搭内容资产工程」「我想把旧内容变成可复用资产」\nContent structuring system. Audits local content volume, then builds a reusable content knowledge project with units, topic maps, and assembly drafts.\nTrigger: /dbs-content-system, \"build a content structuring system\", \"turn my archive into reusable assets\"","long_description":"---\nname: dbs-content-system\ndescription: |\n  dontbesilent 内容结构化系统。把本地大量文稿、推文、选题、案例和课程稿搭成一个可持续生长的内容结构化工程：先审计内容规模与边界，再建立新工程、复制素材、抽取内容单元、生成主题地图与选题装配稿。\n  触发方式：/dbs-content-system、/内容结构化系统、「把我的内容做成结构化系统」「把本地素材变成可重组系统」「帮我搭内容资产工程」「我想把旧内容变成可复用资产」\n  Content structuring system. Audits local content volume, then builds a reusable content knowledge project with units, topic maps, and assembly drafts.\n  Trigger: /dbs-content-system, \"build a content structuring system\", \"turn my archive into reusable assets\"\n---\n\n# dbs-content-system：内容结构化系统\n\n你是 dontbesilent 的内容结构化系统搭建 AI。你的任务不是整理几篇文案，也不是给用户提几条内容建议。你的任务是：当用户本地已经有足够多的内容资产时，把这些素材搭成一个可持续生长的本地内容工程。\n\n**你交付的不是一份总结，而是一套能继续运转的系统。**\n\n**本 skill 必须自包含。不要假设用户安装后还能读取仓库里的知识包、参考文档或额外支持文件。只要拿到这一个 `SKILL.md`，也必须能完整执行。**\n\n**本 skill 不是轻量 prompt，而是单目录重型 skill。`SKILL.md`、脚手架、模板、脚本、文档都固定留在 `skills/dbs-content-system/` 目录内部，不依赖共享目录。**\n\n---\n\n## 一句话定义\n\n`dbs-content-system` 解决的是：\n\n**如何把本地大量内容资产，从“堆在很多文件夹里的库存”，变成“可复用、可追溯、可重组、可继续生长的内容结构化工程”。**\n\n它处理的是：\n\n- 大量文稿\n- 推文与帖子\n- 公众号文章\n- 选题草稿\n- 案例素材\n- 课程稿\n- 录音转写\n- 历史爆款内容\n\n它不处理的是：\n\n- 单篇文案润色\n- 标题优化\n- 短视频开头优化\n- 少量零散素材的轻量整理\n- 没有内容积累时的空转搭系统\n\n---\n\n## 核心边界\n\n### 原则 1：先审计，再建工程\n\n不要一上来就新建目录、复制全部素材、开始抽取。\n\n先判断两件事：\n\n1. 用户本地内容量够不够\n2. 用户要处理的内容边界清不清楚\n\n如果内容量不够，或者边界没定清，直接指出，不进入重工程。\n\n### 原则 2：默认目标不是“全量处理完”，而是“系统能用了”\n\n大多数用户第一次做这种工程，不需要一口气把所有内容结构化完。\n\n默认目标是把系统推进到可用态：\n\n- 工程骨架完整\n- 规则层完整\n- 状态层完整\n- 原始素材副本已建立\n- 首批内容单元已抽取\n- 主题地图和装配稿已出现\n- 关系与去重索引已跑通\n\n做到这里，系统就已经可以继续长。\n\n### 原则 2.5：结构先于规模\n\n内容结构化工程的第一任务，不是尽快把所有文稿都抽完，而是先验证结构。\n\n如果内容单元边界、关系方向、去重规则、来源登记规则还没稳定，就直接全量推进，只会大规模制造后续返工。\n\n所以这个 skill 必须按模式逐档升级，而不是假装自己一开始就适合全量跑库。\n\n### 原则 3：原始素材不改写，只复制副本\n\n原目录里的原文件不碰。\n\n所有正式处理都在新工程里进行。原始素材统一复制到 `01-原始素材区/完整副本/`，只用于保留来源和回溯依据。\n\n### 原则 4：对象不是文件，而是内容单元\n\n你不是按文件夹整理内容。你要把内容拆成可复用的最小语义对象。\n\n首期只保留 5 类内容单元：\n\n- `QST`：问题单元\n- `CON`：概念单元\n- `OPI`：观点单元\n- `CAS`：案例单元\n- `SOL`：方案单元\n\n---\n\n## 什么时候用\n\n当用户出现这些信号时，进入本 skill：\n\n- 手里已经有很多内容，想系统整理\n- 想把旧内容变成以后可以反复调用的资产\n- 想做一个可以重组内容的本地工程\n- 想在 `Obsidian` 里看到节点关系\n- 想让 `Agent` 以后能围绕素材持续生成新内容\n- 已经不缺灵感，缺的是旧内容调用效率\n- 明确提到「内容结构化系统」「内容资产工程化」「内容单元」「主题地图」「选题装配」\n\n如果用户只是想改一篇内容，转到 `/dbs-content`、`/dbs-hook`、`/dbs-xhs-title` 或 `/dbs-ai-check`。\n\n---\n\n## 审计门槛\n\n只有满足以下条件，才进入正式建工程。\n\n### 数量门槛\n\n满足以下任一条即可：\n\n- 可处理文本文件不少于 `50` 个\n- 或可提取正文总字数不少于 `80000` 字\n\n### 来源维度门槛\n\n至少命中以下 2 类：\n\n- 本人内容\n- 外部研究素材\n- 多作者内容\n- 多平台内容\n\n### 边界门槛\n\n用户必须至少说明：\n\n- 哪些目录是这次要纳入的\n- 哪些目录明确不纳入\n- 当前优先处理什么类型内容\n\n默认优先处理顺序：\n\n1. 用户本人已发布内容\n2. 用户本人未发布但较成熟的稿件\n3. 外部研究素材\n\n如果不满足门槛：\n\n- 不创建完整工程\n- 输出一份审计结论\n- 说明为什么当前不适合做重工程\n- 给出降级路径：轻量索引、先做小样本、或先收缩边界\n\n---\n\n## 默认输出位置\n\n### 目录优先级\n\n1. 用户明确指定新目录：用用户指定目录\n2. 用户只给内容根目录、未给输出位置：在当前工作目录下新建\n3. 当前目录明显不适合建工程：要求用户指定位置\n\n### 工程命名\n\n默认目录名：\n\n`内容结构化系统`\n\n如果用户明确给了项目名，沿用用户命名。\n\n如果重名，追加日期后缀：\n\n`内容结构化系统_YYYYMMDD`\n\n---\n\n## 标准工程结构\n\n审计通过后，固定建立以下结构：\n\n```text\n{工程根}/\n├── AGENTS.md\n├── CLAUDE.md\n├── SOURCE_OF_TRUTH.md\n├── README.md\n├── 00-规则与索引/\n├── 01-原始素材区/\n├── 02-内容单元库/\n├── 03-处理状态/\n├── 04-模板/\n├── 05-主题地图/\n├── 06-选题装配/\n└── 07-脚本与工具/\n```\n\n根级固定文件职责：\n\n- `AGENTS.md`：跨宿主规则、目录职责、处理纪律\n- `CLAUDE.md`：Claude Code 侧说明\n- `SOURCE_OF_TRUTH.md`：权威定位与冲突规则\n- `README.md`：对外说明当前系统做到了什么\n\n### 随 skill 一起交付的工具层\n\n本 skill 自带以下可分发文件，安装后即应可用：\n\n- `templates/`：7 份模板\n- `scaffold/root/`：根级 `AGENTS.md`、`CLAUDE.md`、`README.md`、`SOURCE_OF_TRUTH.md`\n- `scaffold/rules/`：6 份规则文件\n- `docs/quickstart.md`：最短启动链路\n- `docs/acceptance.md`：正式版验收标准\n- `tools/init-content-system.js`：初始化工程骨架\n- `tools/generate-source-registry.js`：批量生成来源注册候选\n- `tools/rebuild-processing-ledger.js`：重建原始素材索引与待处理清单\n- `tools/generate-unit-draft.js`：生成内容单元草稿\n- `tools/extract-sample-units.js`：从样本文稿抽取第一批内容单元草稿\n- `tools/generate-link-map.js`：生成关系索引与关系总览\n- `tools/generate-duplicate-candidates.js`：生成去重候选、去重审计与冲突总览\n- `tools/fill-obsidian-links.js`：把正文中的结构化 ID 补成 `[[文件名]]`\n- `tools/summarize-system.js`：输出当前系统总览\n\n如果用户安装后的 skill 包里没有这些文件，视为交付不完整。\n\n---\n\n## 内容单元标准\n\n### 文件规则\n\n- 每个内容单元必须是独立 Markdown 文件\n- 文件名固定为 `ID_标题.md`\n- 文件开头必须有 YAML frontmatter\n- 当前文件代表当前有效版本，历史变化交给 Git\n\n### 最小字段\n\n每个内容单元至少包含：\n\n- `id`\n- `type`\n- `title`\n- `canonical`\n- `version`\n- `source_documents`\n- `relationships`\n\n### 关系类型\n\n第一期只允许 4 类关系：\n\n- `回应`\n- `解释`\n- `证明`\n- `冲突`\n\n### 去重类型\n\n第一期只允许 4 类：\n\n- `完全重复`\n- `同义重复`\n- `近似重复`\n- `重复讲述`\n\n只有 `完全重复` 与 `同义重复` 默认合并。\n\n### 链接规则\n\n- frontmatter 中的 `id`、`relationships.target` 保留结构化 ID\n- 正文里引用其他内容单元、主题地图、装配稿时，统一写 `[[文件名]]`\n\n---\n\n## 工作流程\n\n### 运行模式\n\n本 skill 固定分为 4 个模式：\n\n1. `审计模式`\n2. `样本模式`\n3. `批量模式`\n4. `全量模式`\n\n默认永远从 `审计模式` 进入。\n\n只有前一档闸门全部通过，才允许进入下一档。少一条都不升档。\n\n### Phase 1：审计输入目录\n\n先做这些事：\n\n1. 读取用户指定的内容目录\n2. 统计可处理文件数\n3. 估算文本规模\n4. 识别主要内容类型\n5. 判断哪些目录应纳入、哪些应排除\n6. 判断是否满足数量门槛与边界门槛\n\n审计输出必须明确：\n\n- 当前素材规模\n- 可纳入范围\n- 明确排除项\n- 是否达标\n- 如果达标，建议输出目录\n- 如果不达标，应该降级做什么\n\n#### `审计模式 → 样本模式` 升档闸门\n\n必须同时满足：\n\n- 输入目录已经锁定：纳入哪些目录、排除哪些目录，必须写进状态文件\n- 数量门槛达标：文本文件不少于 `50` 个，或正文不少于 `80000` 字\n- 来源维度不少于 `2` 类：本人内容 / 多平台 / 多作者 / 外部研究素材\n- 输出目录已确定：不直接在旧目录里动手\n\n只要这 4 条有一条不成立，就停在审计模式，不进入样本处理。\n\n### Phase 2：建立工程骨架\n\n只有审计通过才执行：\n\n1. 新建工程目录\n2. 运行 `tools/init-content-system.js`\n3. 写入 `AGENTS.md`\n4. 写入 `CLAUDE.md`\n5. 写入 `SOURCE_OF_TRUTH.md`\n6. 写入 `README.md`\n7. 建立 `00-07` 目录\n8. 建立模板、规则、状态文件\n\n### Phase 3：复制原始素材\n\n把纳入范围的源目录复制到：\n\n`01-原始素材区/完整副本/`\n\n同时建立：\n\n- 原始素材索引\n- 待处理清单\n- 来源注册表\n\n原始副本不得改写。\n\n复制完成后，立即运行：\n\n`node 07-脚本与工具/generate-source-registry.js`\n\n以及：\n\n`node 07-脚本与工具/rebuild-processing-ledger.js`\n\n### Phase 4：首批样本处理\n\n默认先处理小样本，不一口气全量抽。\n\n处理顺序：\n\n1. 用户本人内容优先\n2. 先挑高价值、代表性强的内容\n3. 按文稿逐步抽取内容单元\n4. 同步判断重复、关系与来源\n\n#### 首批样本自动抽取协议\n\n这里说的「自动抽取」，不是写一个虚假的全自动语义脚本批量乱拆，而是让 skill 直接按固定协议，从用户指定的 `3` 到 `5` 篇样本文稿里产出第一批内容单元。\n\n必须按以下顺序执行：\n\n1. 从已纳入目录中选 `3` 到 `5` 篇代表性样本文稿\n2. 样本文稿优先顺序：\n   - 用户本人已发布内容\n   - 用户本人未发布但结构成熟的稿件\n   - 高密度方法论文稿\n3. 对每篇样本文稿，强制抽取：\n   - `1` 个主问题单元 `QST`\n   - `1` 个主观点单元 `OPI`\n   - 如文中有稳定定义，再抽 `CON`\n   - 如文中有具体事件、数据或案例，再抽 `CAS`\n   - 如文中有明确动作路径，再抽 `SOL`\n4. 每个新单元都必须补齐：\n   - `source_documents`\n   - `themes`\n   - `keywords`\n   - `relationships`\n5. 抽完后立即做 3 件事：\n   - 判断是否与现有单元重复\n   - 判断是否需要建立 `回应 / 解释 / 证明 / 冲突`\n   - 更新来源注册表、已处理清单与处理状态总览\n\n如果当前工程已有 `07-脚本与工具/generate-unit-draft.js`，优先用它落草稿文件，不要手工从零写空文件。\n\n如果当前工程已有 `07-脚本与工具/extract-sample-units.js`，优先使用该脚本直接从样本文稿生成第一批单元草稿、主题地图和装配稿。\n\n如果当前工程已有 `07-脚本与工具/assemble-topic-from-units.js`，需要验证「系统能不能真正重组内容」时，优先用它从现有真实单元生成新的选题装配稿，不要回退到直接重读原文再手写装配。\n\n禁止做法：\n\n- 不要假装可以一次把文稿里的所有语义对象抽全\n- 不要不经判断就把每段话都拆成节点\n- 不要在首批样本阶段为了追求数量制造大量低价值单元\n\n首批样本抽取的目标不是覆盖全部语义，而是验证这套结构是否可维护。\n\n#### `样本模式 → 批量模式` 升档闸门\n\n必须同时满足：\n\n- 样本覆盖至少 `3` 类来源\n- 样本覆盖至少 `20` 篇原始文稿，或至少 `3` 个主题簇\n- `QST / CON / OPI / CAS / SOL` 的判断口径已经稳定\n- `回应 / 解释 / 证明 / 冲突` 的关系口径已经稳定\n- `完全重复 / 同义重复 / 近似重复 / 重复讲述` 的去重口径已经稳定\n- 关系校验通过：目标缺失数必须为 `0`\n- 样本节点的来源追溯必须完整\n- 至少已经跑出一轮主题地图和装配稿\n- 状态层文件可重建：原始素材索引、待处理清单、已处理清单、来源注册表、关系索引、去重候选都能重新生成\n\n只要这组闸门没全过，就继续留在样本模式，不进入批量推进。\n\n默认可用态的最小目标：\n\n- 至少产出 `15` 个内容单元\n- 如不足，则继续到最多 `20` 篇样本\n\n### Phase 5：建立主题地图与装配稿\n\n在首批内容单元出来后：\n\n1. 建立至少 `3` 张主题地图\n2. 建立至少 `2` 份选题装配稿\n\n主题地图的职责是聚合同主题节点。\n\n选题装配稿的职责是把节点进一步变成可发布的表达骨架。\n\n### Phase 6：关系、去重、总览校验\n\n必须生成：\n\n- 关系索引\n- 关系总览\n- 去重候选索引\n- 去重与冲突总览\n- 处理状态总览\n\n如果这些索引没有跑通，不算交付完成。\n\n其中至少要能直接运行以下命令：\n\n- `node 07-脚本与工具/generate-source-registry.js`\n- `node 07-脚本与工具/rebuild-processing-ledger.js`\n- `node 07-脚本与工具/extract-sample-units.js --help`\n- `node 07-脚本与工具/assemble-topic-from-units.js --title '示例选题' --question ... --concept ... --opinion ... --case ... --solution ...`\n- `node 07-脚本与工具/generate-link-map.js`\n- `node 07-脚本与工具/generate-duplicate-candidates.js`\n- `node 07-脚本与工具/fill-obsidian-links.js`\n- `node 07-脚本与工具/summarize-system.js`\n\n### Phase 7：批量推进与全量推进\n\n只有样本模式闸门通过，才进入这里。\n\n#### 批量模式\n\n- 按批次推进，不是一口气吃完整库\n- 每批处理固定数量素材\n- 每批素材先过来源分类器，再决定是跳过、归一化还是进入抽取\n- 每批结束后必须复盘：字段是否改动、关系是否改动、去重是否失控、返工量是否异常\n\n#### `批量模式 → 全量模式` 升档闸门\n\n必须同时满足：\n\n- 连续 `2` 个批次处理后，没有改字段规范\n- 连续 `2` 个批次处理后，没有改关系规则\n- 连续 `2` 个批次处理后，没有改去重规则\n- 连续 `2` 个批次处理后，没有出现大面积返工\n- 每批处理结束后，都能直接续跑下一批，不需要重建工程\n- 人工抽查 `30` 个内容单元，重大误判不超过 `3` 个\n- 去重候选没有失控堆积\n\n只有这些条件全部成立，才允许进入全量模式。\n\n#### 全量模式\n\n- 对剩余待处理库存持续推进\n- 以既有规则滚动扩展覆盖率\n- 全量推进也必须保留「分类 → 归一化 → 抽取」链路，不得把所有文件重新降级成统一抽取入口\n- 不得在全量模式里重新发明字段、关系或去重类型\n\n---\n\n## 可用态判定\n\n只有同时满足以下条件，才可以说「系统能用了」：\n\n- 完整工程骨架已建立\n- 规则文件已写入\n- 原始素材副本已复制\n- 来源注册表、原始素材索引、待处理清单已存在\n- 已抽取首批内容单元\n- 已出现主题地图\n- 已出现选题装配稿\n- 已生成关系与去重索引\n- `03-处理状态/处理状态总览.md` 已明确当前范围、未处理量与下一步入口\n\n默认交付到这里即可，不承诺首次全量结构化完成。\n\n---\n\n## 对话与执行要求\n\n- 不要停留在建议层\n- 不要只给目录结构草图\n- 用户已授权执行时，直接动手\n- 每做完一个阶段，都要告诉用户当前完成到了哪一层\n- 发现素材规模不足，直接指出，不要假装可以靠方法论弥补素材量\n- 发现输入边界混乱，先收缩边界，再继续\n\n---\n\n## 与其他 skill 的关系\n\n### 适合转入本 skill\n\n- `/dbs-good-question` 已把问题说明书写清楚，且适合自动化执行\n- `/dbs-agent-migration` 已经把 Agent 工作台迁好，下一步要搭内容工程\n- 用户明确需要本地内容资产长期工程化\n\n\n\n---\n\n## 不知道下一步用哪个 skill？\n\n输入 `/dbs`。\n\n这是商业工具箱的导航入口。它会看你刚才的诊断结果，根据具体结论给你推荐 2-3 个可以继续的方向，每个都说清楚为什么值得走那条路。\n\n你也可以直接说你想做什么——比如「我想找对标」「这个概念帮我拆一下」——`/dbs` 会路由到对应的 skill。\n\n不熟悉所有 skill 没关系，迷路了就回 `/dbs`。\n","tagline":"dontbesilent 内容结构化系统。把本地大量文稿、推文、选题、案例和课程稿搭成一个可持续生长的内容结构化工程：先审计内容规模与边界，再建立新工程、复制素材、抽取内容单元、生成主题地图与选题装配稿。\n触发方式：/dbs-content-system、/内容结构化系统、「把我的内容做成结构化系统」「把本地素材变成可重组系统」「帮我搭内容资产工程」「我想把旧内容变成可复用资产」\nContent structuring system. Audits local content volume, then builds a reusable content ","category":"security","tags":["agent-skill"],"author":"Pluviobyte","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"Pluviobyte/rnskill","creatorName":"Pluviobyte","creatorUrl":"https://github.com/Pluviobyte","sourceUrl":"https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/pluviobyte-dbs-content-system#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":1421,"forks":162,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":44.87},"quality":{"score":78,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"1.4K","tone":"positive"},{"label":"Freshness","value":"10d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"NOASSERTION","tone":"neutral"}],"warnings":["Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear."]},"trust":{"version":"trust-score-v5","score":67,"base_score":75,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["67/100 Trust Score v5","75/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing 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dbs-content-system","trust_score":67,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["security","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear.","Quality score needs review"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":75,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"trust_score_v4":{"version":"trust-score-v4","score":75,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":86,"weight":0.13,"status":"pass","detail":"1.4K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":77,"weight":0.08,"status":"info","detail":"1.4K stars, 162 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"10d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"NOASSERTION"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":82,"weight":0.12,"status":"pass","detail":"database surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add Pluviobyte/rnskill --skill dbs-content-system"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":88,"weight":0.07,"status":"pass","detail":"database access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"1.4K GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"1.4K stars, 162 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"10d since push"},{"status":"pass","label":"License clarity","detail":"NOASSERTION"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"pass","label":"Dependency/runtime risk","detail":"database surface"},{"status":"pass","label":"Install availability","detail":"npx skills add Pluviobyte/rnskill --skill dbs-content-system"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"database access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"pass","label":"OpenAgentSkill usage","detail":"5 views, 0 install copies"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear.","Quality score needs review"],"evidence":{"stars":"1.4K GitHub stars","repoActivity":"1.4K stars, 162 forks","lastPushed":"10d since push","license":"NOASSERTION","repository":"https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system","install":"npx skills add Pluviobyte/rnskill --skill dbs-content-system","installSafety":"standard package or runtime install path","permissionSurface":"database access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add Pluviobyte/rnskill --skill dbs-content-system","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","10d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear.","Quality score needs review"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["security","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear.","Quality score needs review"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":62,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","summary":"Usable candidate, but the agent should surface permission and audit notes before installation.","recommended_action":"Require human approval before installing into a real workspace.","auto_install_policy":"review","reasons":["Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear.","62/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear."],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Require human approval before installing into a real workspace.","reasons":["Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear.","62/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"review","score":75,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Require human approval before installing into a real workspace.","auto_install_allowed":false,"policy":"review","human_review_required":true},"blockers":[],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Audit score: Needs review","Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.","Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear.","Quickstart references `dontbesilent2025/dbskill` while the submitted repository is `Pluviobyte/rnskill`, creating installation and attribution inconsistency.","SKILL.md claims it must be fully executable from a single SKILL.md, but the workflow depends on scripts and templates that are not visible in the submitted excerpt; packaging should be verified.","No explicit prompt-injection guard is stated for reading local content files; content should be treated as untrusted data, not as instructions.","Prerequisites such as Node.js version or dependency expectations are not stated directly in SKILL.md.","Quality score needs review"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate dbs-content-system before installing it in an agent workflow","security","Document processing workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add Pluviobyte/rnskill --skill dbs-content-system"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add Pluviobyte/rnskill --skill dbs-content-system"]},{"id":"trust_score","label":"Trust score","status":"warn","score":75,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","1.4K GitHub stars","NOASSERTION"]},{"id":"audit_score","label":"Audit score","status":"warn","score":82,"required_for_auto_install":true,"detail":"Needs review","evidence":["Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear."]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":62,"required_for_auto_install":true,"detail":"Usable candidate, but the agent should surface permission and audit notes before installation.","evidence":["Require human approval before installing into a real workspace.","Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear."]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"NOASSERTION","evidence":["NOASSERTION"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"10d since push","evidence":["10d since push"]},{"id":"permission_surface","label":"Permission surface","status":"pass","score":88,"required_for_auto_install":true,"detail":"database access","evidence":["Network access: medium","Filesystem access: medium","Database access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/pluviobyte-dbs-content-system/evals","api":"/api/agent/evals?slug=pluviobyte-dbs-content-system","text":"/api/agent/evals?slug=pluviobyte-dbs-content-system&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"pluviobyte-dbs-content-system","name":"dbs-content-system","description":"dontbesilent 内容结构化系统。把本地大量文稿、推文、选题、案例和课程稿搭成一个可持续生长的内容结构化工程：先审计内容规模与边界，再建立新工程、复制素材、抽取内容单元、生成主题地图与选题装配稿。\n触发方式：/dbs-content-system、/内容结构化系统、「把我的内容做成结构化系统」「把本地素材变成可重组系统」「帮我搭内容资产工程」「我想把旧内容变成可复用资产」\nContent structuring system. Audits local content volume, then builds a reusable content knowledge project with units, topic maps, and assembly drafts.\nTrigger: /dbs-content-system, \"build a content structuring system\", \"turn my archive into reusable assets\"","category":"security","url":"https://www.openagentskill.com/skills/pluviobyte-dbs-content-system","repository":"https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system","github_repo":"Pluviobyte/rnskill"},"suited_tasks":["Document processing workflows","Claude Code teams","teams that value GitHub adoption signals","Read uploaded files","Extract structured fields","Prepare clean context for downstream agents","Summarize source material","Adapt tone for channels"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add Pluviobyte/rnskill --skill dbs-content-system","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add pluviobyte-dbs-content-system"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"dbs-content-system\" agent skill from https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: dontbesilent 内容结构化系统。把本地大量文稿、推文、选题、案例和课程稿搭成一个可持续生长的内容结构化工程：先审计内容规模与边界，再建立新工程、复制素材、抽取内容单元、生成主题地图与选题装配稿。 触发方式：/dbs-content-system、/内容结构化系统、「把我的内容做成结构化系统」「把本地素材变成可重组系统」「帮我搭内容资产工程」「我想把旧内容变成可复用资产」 Content structuring system. Audits local content volume, then builds a reusable content knowledge project with units, topic maps, and assembly drafts. Trigger: /dbs-content-system, \"build a content structuring system\", \"turn my archive into reusable assets\" After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"pluviobyte-dbs-content-system\",\"task\":\"Install dbs-content-system\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"dbs-content-system\" as a Claude Code skill from https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: dontbesilent 内容结构化系统。把本地大量文稿、推文、选题、案例和课程稿搭成一个可持续生长的内容结构化工程：先审计内容规模与边界，再建立新工程、复制素材、抽取内容单元、生成主题地图与选题装配稿。 触发方式：/dbs-content-system、/内容结构化系统、「把我的内容做成结构化系统」「把本地素材变成可重组系统」「帮我搭内容资产工程」「我想把旧内容变成可复用资产」 Content structuring system. Audits local content volume, then builds a reusable content knowledge project with units, topic maps, and assembly drafts. Trigger: /dbs-content-system, \"build a content structuring system\", \"turn my archive into reusable assets\" After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"pluviobyte-dbs-content-system\",\"task\":\"Install dbs-content-system\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"dbs-content-system\" from https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: dontbesilent 内容结构化系统。把本地大量文稿、推文、选题、案例和课程稿搭成一个可持续生长的内容结构化工程：先审计内容规模与边界，再建立新工程、复制素材、抽取内容单元、生成主题地图与选题装配稿。 触发方式：/dbs-content-system、/内容结构化系统、「把我的内容做成结构化系统」「把本地素材变成可重组系统」「帮我搭内容资产工程」「我想把旧内容变成可复用资产」 Content structuring system. Audits local content volume, then builds a reusable content knowledge project with units, topic maps, and assembly drafts. Trigger: /dbs-content-system, \"build a content structuring system\", \"turn my archive into reusable assets\" After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"pluviobyte-dbs-content-system\",\"task\":\"Install dbs-content-system\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/pluviobyte-dbs-content-system/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/pluviobyte-dbs-content-system"},"trust":{"score":75,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"1.4K GitHub stars","repoActivity":"1.4K stars, 162 forks","lastPushed":"10d since push","license":"NOASSERTION","repository":"https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system","install":"npx skills add Pluviobyte/rnskill --skill dbs-content-system","installSafety":"standard package or runtime install path","permissionSurface":"database access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["security","agent-skill"],"known_risks":["Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear.","Quality score needs review"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":82,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear.","Quickstart references `dontbesilent2025/dbskill` while the submitted repository is `Pluviobyte/rnskill`, creating installation and attribution inconsistency.","SKILL.md claims it must be fully executable from a single SKILL.md, but the workflow depends on scripts and templates that are not visible in the submitted excerpt; packaging should be verified.","No explicit prompt-injection guard is stated for reading local content files; content should be treated as untrusted data, not as instructions.","Prerequisites such as Node.js version or dependency expectations are not stated directly in SKILL.md.","Quality score needs review"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":78,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Document processing","maintenance":"10d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear.","Quickstart references `dontbesilent2025/dbskill` while the submitted repository is `Pluviobyte/rnskill`, creating installation and attribution inconsistency.","SKILL.md claims it must be fully executable from a single SKILL.md, but the workflow depends on scripts and templates that are not visible in the submitted excerpt; packaging should be verified.","No explicit prompt-injection guard is stated for reading local content files; content should be treated as untrusted data, not as instructions.","Prerequisites such as Node.js version or dependency expectations are not stated directly in SKILL.md.","Quality score needs review"],"agent_contract":{"task_input":"Use dbs-content-system in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 75/100 Strong shortlist","Audit: 82/100 Needs review","Safety: 62/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"pluviobyte-dbs-content-system (dbs-content-system)","install_command":"npx skills add Pluviobyte/rnskill --skill dbs-content-system","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"pluviobyte-dbs-content-system","task":"Use dbs-content-system in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/pluviobyte-dbs-content-system","api":"https://www.openagentskill.com/api/agent/skills/pluviobyte-dbs-content-system","audit":"https://www.openagentskill.com/skills/pluviobyte-dbs-content-system/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=pluviobyte-dbs-content-system&task=Use%20dbs-content-system%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20dbs-content-system%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20dbs-content-system%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/pluviobyte-dbs-content-system/install","manifest":"https://www.openagentskill.com/api/registry/manifest/pluviobyte-dbs-content-system"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"pluviobyte-dbs-content-system","name":"dbs-content-system","description":"dontbesilent 内容结构化系统。把本地大量文稿、推文、选题、案例和课程稿搭成一个可持续生长的内容结构化工程：先审计内容规模与边界，再建立新工程、复制素材、抽取内容单元、生成主题地图与选题装配稿。\n触发方式：/dbs-content-system、/内容结构化系统、「把我的内容做成结构化系统」「把本地素材变成可重组系统」「帮我搭内容资产工程」「我想把旧内容变成可复用资产」\nContent structuring system. Audits local content volume, then builds a reusable content knowledge project with units, topic maps, and assembly drafts.\nTrigger: /dbs-content-system, \"build a content structuring system\", \"turn my archive into reusable assets\"","category":"security","url":"https://www.openagentskill.com/skills/pluviobyte-dbs-content-system","repository":"https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system","github_repo":"Pluviobyte/rnskill"},"suited_tasks":["Document processing workflows","Claude Code teams","teams that value GitHub adoption signals","Read uploaded files","Extract structured fields","Prepare clean context for downstream agents","Summarize source material","Adapt tone for channels"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add Pluviobyte/rnskill --skill dbs-content-system","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add pluviobyte-dbs-content-system"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"dbs-content-system\" agent skill from https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: dontbesilent 内容结构化系统。把本地大量文稿、推文、选题、案例和课程稿搭成一个可持续生长的内容结构化工程：先审计内容规模与边界，再建立新工程、复制素材、抽取内容单元、生成主题地图与选题装配稿。 触发方式：/dbs-content-system、/内容结构化系统、「把我的内容做成结构化系统」「把本地素材变成可重组系统」「帮我搭内容资产工程」「我想把旧内容变成可复用资产」 Content structuring system. Audits local content volume, then builds a reusable content knowledge project with units, topic maps, and assembly drafts. Trigger: /dbs-content-system, \"build a content structuring system\", \"turn my archive into reusable assets\" After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"pluviobyte-dbs-content-system\",\"task\":\"Install dbs-content-system\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"dbs-content-system\" as a Claude Code skill from https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: dontbesilent 内容结构化系统。把本地大量文稿、推文、选题、案例和课程稿搭成一个可持续生长的内容结构化工程：先审计内容规模与边界，再建立新工程、复制素材、抽取内容单元、生成主题地图与选题装配稿。 触发方式：/dbs-content-system、/内容结构化系统、「把我的内容做成结构化系统」「把本地素材变成可重组系统」「帮我搭内容资产工程」「我想把旧内容变成可复用资产」 Content structuring system. Audits local content volume, then builds a reusable content knowledge project with units, topic maps, and assembly drafts. Trigger: /dbs-content-system, \"build a content structuring system\", \"turn my archive into reusable assets\" After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"pluviobyte-dbs-content-system\",\"task\":\"Install dbs-content-system\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"dbs-content-system\" from https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: dontbesilent 内容结构化系统。把本地大量文稿、推文、选题、案例和课程稿搭成一个可持续生长的内容结构化工程：先审计内容规模与边界，再建立新工程、复制素材、抽取内容单元、生成主题地图与选题装配稿。 触发方式：/dbs-content-system、/内容结构化系统、「把我的内容做成结构化系统」「把本地素材变成可重组系统」「帮我搭内容资产工程」「我想把旧内容变成可复用资产」 Content structuring system. Audits local content volume, then builds a reusable content knowledge project with units, topic maps, and assembly drafts. Trigger: /dbs-content-system, \"build a content structuring system\", \"turn my archive into reusable assets\" After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"pluviobyte-dbs-content-system\",\"task\":\"Install dbs-content-system\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/pluviobyte-dbs-content-system/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/pluviobyte-dbs-content-system"},"trust":{"score":75,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"1.4K GitHub stars","repoActivity":"1.4K stars, 162 forks","lastPushed":"10d since push","license":"NOASSERTION","repository":"https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system","install":"npx skills add Pluviobyte/rnskill --skill dbs-content-system","installSafety":"standard package or runtime install path","permissionSurface":"database access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["security","agent-skill"],"known_risks":["Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear.","Quality score needs review"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":82,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear.","Quickstart references `dontbesilent2025/dbskill` while the submitted repository is `Pluviobyte/rnskill`, creating installation and attribution inconsistency.","SKILL.md claims it must be fully executable from a single SKILL.md, but the workflow depends on scripts and templates that are not visible in the submitted excerpt; packaging should be verified.","No explicit prompt-injection guard is stated for reading local content files; content should be treated as untrusted data, not as instructions.","Prerequisites such as Node.js version or dependency expectations are not stated directly in SKILL.md.","Quality score needs review"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":78,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Document processing","maintenance":"10d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear.","Quickstart references `dontbesilent2025/dbskill` while the submitted repository is `Pluviobyte/rnskill`, creating installation and attribution inconsistency.","SKILL.md claims it must be fully executable from a single SKILL.md, but the workflow depends on scripts and templates that are not visible in the submitted excerpt; packaging should be verified.","No explicit prompt-injection guard is stated for reading local content files; content should be treated as untrusted data, not as instructions.","Prerequisites such as Node.js version or dependency expectations are not stated directly in SKILL.md.","Quality score needs review"],"agent_contract":{"task_input":"Use dbs-content-system in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 75/100 Strong shortlist","Audit: 82/100 Needs review","Safety: 62/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"pluviobyte-dbs-content-system (dbs-content-system)","install_command":"npx skills add Pluviobyte/rnskill --skill dbs-content-system","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"pluviobyte-dbs-content-system","task":"Use dbs-content-system in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/pluviobyte-dbs-content-system","api":"https://www.openagentskill.com/api/agent/skills/pluviobyte-dbs-content-system","audit":"https://www.openagentskill.com/skills/pluviobyte-dbs-content-system/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=pluviobyte-dbs-content-system&task=Use%20dbs-content-system%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20dbs-content-system%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20dbs-content-system%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/pluviobyte-dbs-content-system/install","manifest":"https://www.openagentskill.com/api/registry/manifest/pluviobyte-dbs-content-system"}},"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"Document processing","description":"I need my agent to read PDFs, extract tables, and turn documents into structured data.","useCases":[{"slug":"document-processing","title":"Document processing"},{"slug":"content-automation","title":"Content automation"},{"slug":"rag-knowledge","title":"RAG and knowledge"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add Pluviobyte/rnskill --skill dbs-content-system","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":1421,"starsLabel":"1.4K","forks":162,"license":"NOASSERTION","qualityScore":78,"trustScore":75,"auditScore":82},"maintenance":{"status":"fresh","label":"10d since push","daysSincePush":10,"lastPushedAt":"2026-08-28T15:09:49+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear.","Quickstart references `dontbesilent2025/dbskill` while the submitted repository is `Pluviobyte/rnskill`, creating installation and attribution inconsistency.","SKILL.md claims it must be fully executable from a single SKILL.md, but the workflow depends on scripts and templates that are not visible in the submitted excerpt; packaging should be verified.","No explicit prompt-injection guard is stated for reading local content files; content should be treated as untrusted data, not as instructions.","Prerequisites such as Node.js version or dependency expectations are not stated directly in SKILL.md."]},"coverageTags":["Research","Document processing","security","agent-skill"]},"audit":{"audit_score":82,"risk_level":"needs_review","risk_label":"Needs review","quality_score":78,"trust_score":75,"maintenance_score":100,"security_score":82,"install_score":92,"warnings":["Repository license is NOASSERTION and no explicit license file or notice is visible in SKILL.md, so reuse terms are unclear.","Quickstart references `dontbesilent2025/dbskill` while the submitted repository is `Pluviobyte/rnskill`, creating installation and attribution inconsistency.","SKILL.md claims it must be fully executable from a single SKILL.md, but the workflow depends on scripts and templates that are not visible in the submitted excerpt; packaging should be verified.","No explicit prompt-injection guard is stated for reading local content files; content should be treated as untrusted data, not as instructions.","Prerequisites such as Node.js version or dependency expectations are not stated directly in SKILL.md.","Quality score needs review"]},"quality_signals":{"model":"v2","star_score":22.07,"usage_score":0,"review_score":4.8,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"document-processing","title":"Document processing","url":"https://www.openagentskill.com/use-cases/document-processing"},{"slug":"content-automation","title":"Content automation","url":"https://www.openagentskill.com/use-cases/content-automation"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"}],"stacks":[{"slug":"rag-knowledge-base","title":"RAG knowledge base","url":"https://www.openagentskill.com/collections/rag-knowledge-base"},{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"web-data-pipeline","title":"Web data pipeline","url":"https://www.openagentskill.com/collections/web-data-pipeline"}],"install":"npx skills add Pluviobyte/rnskill --skill dbs-content-system","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add pluviobyte-dbs-content-system","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"dbs-content-system\" agent skill from https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: dontbesilent 内容结构化系统。把本地大量文稿、推文、选题、案例和课程稿搭成一个可持续生长的内容结构化工程：先审计内容规模与边界，再建立新工程、复制素材、抽取内容单元、生成主题地图与选题装配稿。 触发方式：/dbs-content-system、/内容结构化系统、「把我的内容做成结构化系统」「把本地素材变成可重组系统」「帮我搭内容资产工程」「我想把旧内容变成可复用资产」 Content structuring system. Audits local content volume, then builds a reusable content knowledge project with units, topic maps, and assembly drafts. Trigger: /dbs-content-system, \"build a content structuring system\", \"turn my archive into reusable assets\" After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"pluviobyte-dbs-content-system\",\"task\":\"Install dbs-content-system\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"dbs-content-system\" as a Claude Code skill from https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: dontbesilent 内容结构化系统。把本地大量文稿、推文、选题、案例和课程稿搭成一个可持续生长的内容结构化工程：先审计内容规模与边界，再建立新工程、复制素材、抽取内容单元、生成主题地图与选题装配稿。 触发方式：/dbs-content-system、/内容结构化系统、「把我的内容做成结构化系统」「把本地素材变成可重组系统」「帮我搭内容资产工程」「我想把旧内容变成可复用资产」 Content structuring system. Audits local content volume, then builds a reusable content knowledge project with units, topic maps, and assembly drafts. Trigger: /dbs-content-system, \"build a content structuring system\", \"turn my archive into reusable assets\" After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"pluviobyte-dbs-content-system\",\"task\":\"Install dbs-content-system\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"dbs-content-system\" from https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: dontbesilent 内容结构化系统。把本地大量文稿、推文、选题、案例和课程稿搭成一个可持续生长的内容结构化工程：先审计内容规模与边界，再建立新工程、复制素材、抽取内容单元、生成主题地图与选题装配稿。 触发方式：/dbs-content-system、/内容结构化系统、「把我的内容做成结构化系统」「把本地素材变成可重组系统」「帮我搭内容资产工程」「我想把旧内容变成可复用资产」 Content structuring system. Audits local content volume, then builds a reusable content knowledge project with units, topic maps, and assembly drafts. Trigger: /dbs-content-system, \"build a content structuring system\", \"turn my archive into reusable assets\" After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"pluviobyte-dbs-content-system\",\"task\":\"Install dbs-content-system\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system","github_repo":"Pluviobyte/rnskill","version":"1.0.0","license":"NOASSERTION","urls":{"web":"https://www.openagentskill.com/skills/pluviobyte-dbs-content-system","repository":"https://github.com/Pluviobyte/rnskill/tree/main/skills/dbs-content-system","api":"/api/agent/skills/pluviobyte-dbs-content-system","install_api":"/api/skills/pluviobyte-dbs-content-system/install"},"meta":{"created_at":"2026-08-28T15:36:46.382708+00:00","updated_at":"2026-09-01T11:59:28.941454+00:00","agent_friendly":true}}