Agent skill

Organization Knowhow Knowledge Builder

by limecloud in limecloud/lime

将团队 SOP、交付流程、角色职责、项目复盘、FAQ、决策边界和升级机制,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的组织经验知识库。适用于用户要求“整理组织知识库”“沉淀团队 SOP”“把交付经验变成项目资料”“维护组织 know-how”的场景。

Apache-2.0Auto-check passedBusiness, Finance & HR

Install Organization Knowhow Knowledge Builder

skills CLI
$ npx skills add limecloud/lime --skill organization-knowhow-knowledge-builder -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install limecloud/lime organization-knowhow-knowledge-builder --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/limecloud/lime.git skills-src && mkdir -p .claude/skills && cp -r skills-src/lime-rs/resources/default-skills/organization-knowhow-knowledge-builder .claude/skills/organization-knowhow-knowledge-builder && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
organization-knowhow-knowledge-builder
GitHub stars
1.5k
Token cost
~733 tokens
SKILL.md length
128 words
Files
4 (incl. references)
Skills in repo
18
Repo updated
First seen
Licence
Apache-2.0

At a glance

将团队 SOP、交付流程、角色职责、项目复盘、FAQ、决策边界和升级机制,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的组织经验知识库。适用于用户要求“整理组织知识库”“沉淀团队 SOP”“把交付经验变成项目资料”“维护组织 know-how”的场景。

  • Works in 6 steps: 先盘点输入资料:SOP、项目手册、交付模板、会议纪要、复盘、FAQ、组织架构、权限… → 读取… → 缺少责任人、决策规则、升级路径、质量标准或验收口径时,先问用户补齐;如果用户要求先… → …
  • Tasks that involve Operations and SOPs
  • SKILL.md covers 核心目标, 与 Agent Knowledge 的分工, 工作流 and Lime Runtime Binding 契约, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Organization Knowhow Knowledge Builder is an agent skill from limecloud/lime. 将团队 SOP、交付流程、角色职责、项目复盘、FAQ、决策边界和升级机制,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的组织经验知识库。适用于用户要求“整理组织知识库”“沉淀团队 SOP”“把交付经验变成项目资料”“维护组织 know-how”的场景。

Its SKILL.md is about 730 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `agents/openai.yaml`, `references/organization-knowhow-quality-checklist.md` and `references/organization-knowhow-template.md`). Compatibility notes: Agent Knowledge =0.6.0

It sits in Business, Finance & HR, covering Operations and SOPs and Help center and FAQ content. The repository describes itself as: Full-stack AI agent for coding, files, terminals, tools, research, content, multimodal work, and multi-agent workflows. The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Operations and SOPs
  • Tasks that involve Help center and FAQ content

Example prompts

  • “整理组织知识库”
  • “沉淀团队 SOP”
  • “把交付经验变成项目资料”
  • “/organization-knowhow-knowledge-builder”

Requirements

  • Compatibility (from SKILL.md): Agent Knowledge >=0.6.0
  • Pre-approved tools (allowed-tools): list_directory, read_file

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. 先盘点输入资料:SOP、项目手册、交付模板、会议纪要、复盘、FAQ、组织架构、权限边界和风险说明。
  2. 读取 references/organization-knowhow-template.md,按固定章节生成知识库。
  3. 缺少责任人、决策规则、升级路径、质量标准或验收口径时,先问用户补齐;如果用户要求先生成,则用 待补充 标注,不要编造。
  4. 提炼适用场景、角色职责、标准流程、检查点、风险预案、FAQ 和持续改进口径。
  5. 用 references/organization-knowhow-quality-checklist.md 自检,必要时补一节“待补充信息清单”。
  6. 返回符合 Lime Runtime Binding 契约的 JSON,供 App Server knowledgePack/compile runtime binding 写回 KnowledgePack。

What it can do on your machine

Read from SKILL.md and the folder at commit 9acfc35. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • list_directory
    • read_file

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Agent Knowledge >=0.6.0

    From compatibility in the SKILL.md frontmatter.

Context cost

Organization Knowhow Knowledge Builder loads about 733 tokens when it runs, and up to ~1.5k if it reads all its reference files. Until then it costs about 50 tokens; SKILL.md has 128 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~50
When it runs · the whole SKILL.md, loaded when a task matches
~733
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from limecloud/lime at commit 9acfc35, republished under its Apache-2.0 licence (© limecloud). 128 words, ~733 tokens.

Download SKILL.mdSave it as .claude/skills/organization-knowhow-knowledge-builder/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
organization-knowhow-knowledge-builder
description
将团队 SOP、交付流程、角色职责、项目复盘、FAQ、决策边界和升级机制,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的组织经验知识库。适用于用户要求“整理组织知识库”“沉淀团队 SOP”“把交付经验变成项目资料”“维护组织 know-how”的场景。
allowed-tools
list_directory, read_file
compatibility
Agent Knowledge >=0.6.0
license
Apache-2.0
metadata.lime_version
1.0.1
metadata.lime_execution_mode
prompt
metadata.lime_surface
workbench
metadata.lime_category
knowledge
metadata.Lime_skill_bundle_version
1.0.1
metadata.Lime_knowledge_builder
true
metadata.Lime_knowledge_pack_type
organization-knowhow
metadata.Lime_knowledge_template
organization-knowhow
metadata.Lime_knowledge_family
data

组织经验知识库生成器

核心目标

把零散组织资料编译成一份结构化 Markdown 知识库,让后续 AI 能稳定调用已确认的 SOP、角色职责、决策边界、交付标准、升级机制和复盘经验,而不是每次临时总结。

默认输出中文;除非用户明确要求其他语言。

与 Agent Knowledge 的分工

本 Skill 只负责“怎么生产和维护知识”:

  • 读取来源资料、模板和质量检查表。
  • 生成或更新 organization-knowhow 主文档。
  • 标记缺失事实、冲突事实、责任不清和待用户确认的信息。
  • 返回整理记录、质量诊断和 provenance 建议。

Agent Knowledge 负责“知识产物长什么样、如何安全进入上下文”:

  • KNOWLEDGE.md 保存 pack metadata、profile: document-first、runtime.mode: data。
  • documents/<pack-name>.md 保存本 Skill 生成的主文档。
  • compiled/splits/ 保存运行时派生切片。
  • 运行时 Resolver 只消费 KnowledgePack,不在回答用户问题时执行本 Skill。

工作流

  1. 先盘点输入资料:SOP、项目手册、交付模板、会议纪要、复盘、FAQ、组织架构、权限边界和风险说明。
  2. 读取 references/organization-knowhow-template.md,按固定章节生成知识库。
  3. 缺少责任人、决策规则、升级路径、质量标准或验收口径时,先问用户补齐;如果用户要求先生成,则用 待补充 标注,不要编造。
  4. 提炼适用场景、角色职责、标准流程、检查点、风险预案、FAQ 和持续改进口径。
  5. 用 references/organization-knowhow-quality-checklist.md 自检,必要时补一节“待补充信息清单”。
  6. 返回符合 Lime Runtime Binding 契约的 JSON,供 App Server knowledgePack/compile runtime binding 写回 KnowledgePack。

Lime Runtime Binding 契约

输入
text
packName: <当前知识包名>
packType: organization-knowhow
profile: document-first
runtime.mode: data
sources[]: sources/ 下的来源文件摘要和相对路径
metadata.primaryDocument: documents/<packName>.md
输出
text
primaryDocument:
  path: documents/<packName>.md
  content: <按 references/organization-knowhow-template.md 生成的完整 Markdown>
status: draft | needs-review | ready | disputed
missingFacts[]: <待补充信息>
warnings[]: <质量、责任或冲突提醒>
provenance:
  kind: agent-skill
  name: organization-knowhow-knowledge-builder
  version: 1.0.0

固定规则:

  1. 不输出独立于 KnowledgePack 的新目录结构;documents/<packName>.md 是主文档唯一写回目标。
  2. 不直接改写 KNOWLEDGE.md;由 Lime 写入 metadata.producedBy、runtime.mode 和状态。
  3. 不把模板复制进 Lime 代码;模板和质量检查表继续留在本 Skill 的 references/。
  4. 不在运行时回答阶段执行;仅在用户导入、重新整理或维护 pack 时调用。

适用场景

  • 团队 SOP、交付流程、项目复盘和 FAQ 整理
  • 让 Agent 写执行清单、交付 brief、项目提醒、复盘报告时提供组织约束
  • 新成员 onboarding、跨团队协作和异常升级场景

输出规则

  • 区分事实、SOP、建议、推断和待补充信息。
  • 所有职责、流程、权限、验收标准和风险处置都必须来自来源资料;不确定就标注 待补充。
  • 不替代管理层、法务、财务或安全负责人做最终判断。
  • 结尾必须包含:运行时使用说明、可引用 SOP、禁止越权事项、人工升级条件和待补充信息清单。

何时读取资源

  • 需要章节骨架时,读取 references/organization-knowhow-template.md。
  • 输出前做质量检查时,读取 references/organization-knowhow-quality-checklist.md。

© limecloud, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 3 other files (references) in lime-rs/resources/default-skills/organization-knowhow-knowledge-builder of limecloud/lime.

  • SKILL.md
  • agents/openai.yaml
  • references/organization-knowhow-quality-checklist.md
  • references/organization-knowhow-template.md

Open the folder on GitHubat commit 9acfc35

Compare with similar skills

Organization Knowhow Knowledge Builder next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Organization Knowhow Knowledge Builder compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Organization Knowhow Knowledge Builder this skilllimecloud/lime1.5k—~733Automated safety check: PassApache-2.0
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Education Cloud Student Recruitment Agent Configureforcedotcom/sf-skills1.1k—~5.4kAutomated safety check: PassApache-2.0
Sop Meeting Prepmohitagw15856/pm-claude-skills1.4k—~1.5kAutomated safety check: PassMIT
Transcript To Contentsundial-org/awesome-openclaw-skills663—~2.4kAutomated safety check: PassNone
Cc Sdd New Agentgotalab/cc-sdd3.7k—~1.1kAutomated safety check: PassMIT

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Questions about Organization Knowhow Knowledge Builder

What does Organization Knowhow Knowledge Builder do?

将团队 SOP、交付流程、角色职责、项目复盘、FAQ、决策边界和升级机制,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的组织经验知识库。适用于用户要求“整理组织知识库”“沉淀团队 SOP”“把交付经验变成项目资料”“维护组织 know-how”的场景。. Organization Knowhow Knowledge Builder is an agent skill from limecloud/lime.

When should I use Organization Knowhow Knowledge Builder?

Organization Knowhow Knowledge Builder fits situations like: tasks that involve Operations and SOPs; tasks that involve Help center and FAQ content.

How do I install Organization Knowhow Knowledge Builder in Claude Code?

Run `npx skills add limecloud/lime --skill organization-knowhow-knowledge-builder -a claude-code`. Or copy the skill folder (lime-rs/resources/default-skills/organization-knowhow-knowledge-builder in limecloud/lime) into .claude/skills/organization-knowhow-knowledge-builder in your project. Claude Code loads it when a task matches its description.

How do I install Organization Knowhow Knowledge Builder in Codex?

Run `npx skills add limecloud/lime --skill organization-knowhow-knowledge-builder -a codex`. Or copy the skill folder (lime-rs/resources/default-skills/organization-knowhow-knowledge-builder in limecloud/lime) into .agents/skills/organization-knowhow-knowledge-builder in your project. Codex loads it when a task matches its description.

Can I use Organization Knowhow Knowledge Builder in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add limecloud/lime --skill organization-knowhow-knowledge-builder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/organization-knowhow-knowledge-builder, .gemini/skills/organization-knowhow-knowledge-builder, .github/skills/organization-knowhow-knowledge-builder and .opencode/skills/organization-knowhow-knowledge-builder in your project.

What does Organization Knowhow Knowledge Builder need to run?

SKILL.md names no scripts, command-line tools or credentials: Organization Knowhow Knowledge Builder is instructions for the agent only. Its frontmatter pre-approves these tools: list_directory, read_file. Compatibility (from SKILL.md): Agent Knowledge >=0.6.0.

Does Organization Knowhow Knowledge Builder access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Organization Knowhow Knowledge Builder safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Organization Knowhow Knowledge Builder use?

Organization Knowhow Knowledge Builder is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Organization Knowhow Knowledge Builder use?

About 733 tokens (SKILL.md is roughly 2.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 795 tokens, read only when the agent opens those files.

What are the alternatives to Organization Knowhow Knowledge Builder?

Skills that share tags, products or a category with Organization Knowhow Knowledge Builder: Client Onboarding Agent (LeoYeAI/openclaw-master-skills, 2.2k stars), Education Cloud Student Recruitment Agent Configure (forcedotcom/sf-skills, 1.1k stars), Sop Meeting Prep (mohitagw15856/pm-claude-skills, 1.4k stars) and Transcript To Content (sundial-org/awesome-openclaw-skills, 663 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Organization Knowhow Knowledge Builder?

limecloud (a GitHub organization) maintains it in limecloud/lime, which has 1,485 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on October 7, 2026.

Source: limecloud/lime on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.