Agent skill

Campaign Operations Knowledge Builder

by limecloud in limecloud/lime

将活动目标、用户路径、渠道分工、物料资产、时间节奏、风险预案和复盘结论等资料,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的运营类知识库。适用于用户要求“整理活动 / Campaign 运营知识库”“沉淀运营 SOP”“把运营资料变成项目资料”“维护运营知识库”的场景。

Apache-2.0Auto-check passedBusiness, Finance & HR

Install Campaign Operations Knowledge Builder

skills CLI
$ npx skills add limecloud/lime --skill campaign-operations-knowledge-builder -a claude-code

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

GitHub CLI
$ gh skill install limecloud/lime campaign-operations-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/campaign-operations-knowledge-builder .claude/skills/campaign-operations-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
campaign-operations-knowledge-builder
GitHub stars
1.5k
Token cost
~715 tokens
SKILL.md length
122 words
Files
4 (incl. references)
Skills in repo
18
Repo updated
First seen
Licence
Apache-2.0

At a glance

将活动目标、用户路径、渠道分工、物料资产、时间节奏、风险预案和复盘结论等资料,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的运营类知识库。适用于用户要求“整理活动 / Campaign 运营知识库”“沉淀运营 SOP”“把运营资料变成项目资料”“维护运营知识库”的场景。

  • Works in 6 steps: 先盘点输入资料:SOP、历史文案、排期表、复盘、FAQ、指标、案例和风险说明。 → 读取… → 缺少关键事实时,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。 → …
  • 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

Campaign Operations Knowledge Builder is an agent skill from limecloud/lime. 将活动目标、用户路径、渠道分工、物料资产、时间节奏、风险预案和复盘结论等资料,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的运营类知识库。适用于用户要求“整理活动 / Campaign 运营知识库”“沉淀运营 SOP”“把运营资料变成项目资料”“维护运营知识库”的场景。

Its SKILL.md is about 720 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/campaign-operations-quality-checklist.md` and `references/campaign-operations-template.md`). Compatibility notes: Agent Knowledge =0.6.0

It sits in Business, Finance & HR, covering Operations and SOPs. 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

Example prompts

  • “整理活动 / Campaign 运营知识库”
  • “沉淀运营 SOP”
  • “把运营资料变成项目资料”
  • “/campaign-operations-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、历史文案、排期表、复盘、FAQ、指标、案例和风险说明。
  2. 读取 references/campaign-operations-template.md,按固定章节生成知识库。
  3. 缺少关键事实时,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. 提炼事实、流程、角色分工、表达边界、指标口径、风险预案和可复用素材。
  5. 用 references/campaign-operations-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 1236c5e. 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

Campaign Operations Knowledge Builder loads about 715 tokens when it runs, and up to ~1.5k if it reads all its reference files. Until then it costs about 52 tokens; SKILL.md has 122 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~52
When it runs · the whole SKILL.md, loaded when a task matches
~715
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 1236c5e, republished under its Apache-2.0 licence (© limecloud). 122 words, ~715 tokens.

Download SKILL.mdSave it as .claude/skills/campaign-operations-knowledge-builder/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
campaign-operations-knowledge-builder
description
将活动目标、用户路径、渠道分工、物料资产、时间节奏、风险预案和复盘结论等资料,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的运营类知识库。适用于用户要求“整理活动 / Campaign 运营知识库”“沉淀运营 SOP”“把运营资料变成项目资料”“维护运营知识库”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
campaign-operations
metadata.Lime_knowledge_template
campaign-operations
metadata.Lime_knowledge_family
data

活动运营知识库生成器

核心目标

把零散运营资料编译成一份结构化 Markdown 知识库,让后续 AI 能稳定调用已确认事实、SOP、话术、节奏、指标和风险边界,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 campaign-operations 主文档。
  • 标记缺失事实、冲突事实、合规风险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、历史文案、排期表、复盘、FAQ、指标、案例和风险说明。
  2. 读取 references/campaign-operations-template.md,按固定章节生成知识库。
  3. 缺少关键事实时,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. 提炼事实、流程、角色分工、表达边界、指标口径、风险预案和可复用素材。
  5. 用 references/campaign-operations-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: campaign-operations
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/campaign-operations-template.md 生成的完整 Markdown>
status: draft | needs-review | ready | disputed
missingFacts[]: <待补充信息>
warnings[]: <质量、合规或冲突提醒>
provenance:
  kind: agent-skill
  name: campaign-operations-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

  • 活动策划、预热、执行和复盘
  • 跨渠道 Campaign 的素材和节奏协调
  • 让 Agent 生成活动方案、提醒清单和复盘报告时提供事实边界

输出规则

  • 区分事实、SOP、建议、推断和待补充信息。
  • 所有数据、承诺、权益、价格、功效、结果都必须来自来源资料;不确定就标注 待补充。
  • 运营话术要可执行,但不能替代法务、客服或人工审批。
  • 结尾必须包含:运行时使用说明、可引用素材、禁止表达、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/campaign-operations-template.md。
  • 输出前做质量检查时,读取 references/campaign-operations-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/campaign-operations-knowledge-builder of limecloud/lime.

  • SKILL.md
  • agents/openai.yaml
  • references/campaign-operations-quality-checklist.md
  • references/campaign-operations-template.md

Open the folder on GitHubat commit 1236c5e

Compare with similar skills

Campaign Operations 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.

Campaign Operations Knowledge Builder compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Campaign Operations Knowledge Builder this skilllimecloud/lime1.5k—~715Automated safety check: PassApache-2.0
Cc Sdd New Agentgotalab/cc-sdd3.7k—~1.1kAutomated safety check: PassMIT
DBS Business Toolkit Entrydontbesilent2025/dbskill10k—~1.9kAutomated safety check: PassCustom licence
Agent Sop Authorstrands-agents/agent-sop1.2k—~3.5kAutomated safety check: PassApache-2.0
Diffusion Narrative Denouncingcanwhite/Krebs1k—~831Automated safety check: PassMIT
Polanyi Perspective0xenzyme/polanyi-skill137—~1.3kAutomated safety check: PassMIT

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Questions about Campaign Operations Knowledge Builder

What does Campaign Operations Knowledge Builder do?

将活动目标、用户路径、渠道分工、物料资产、时间节奏、风险预案和复盘结论等资料,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的运营类知识库。适用于用户要求“整理活动 / Campaign 运营知识库”“沉淀运营 SOP”“把运营资料变成项目资料”“维护运营知识库”的场景。. Campaign Operations Knowledge Builder is an agent skill from limecloud/lime.

When should I use Campaign Operations Knowledge Builder?

Campaign Operations Knowledge Builder fits situations like: tasks that involve Operations and SOPs.

How do I install Campaign Operations Knowledge Builder in Claude Code?

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

How do I install Campaign Operations Knowledge Builder in Codex?

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

Can I use Campaign Operations 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 campaign-operations-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/campaign-operations-knowledge-builder, .gemini/skills/campaign-operations-knowledge-builder, .github/skills/campaign-operations-knowledge-builder and .opencode/skills/campaign-operations-knowledge-builder in your project.

What does Campaign Operations Knowledge Builder need to run?

SKILL.md names no scripts, command-line tools or credentials: Campaign Operations 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 Campaign Operations 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 Campaign Operations 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 Campaign Operations Knowledge Builder use?

Campaign Operations 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 Campaign Operations Knowledge Builder use?

About 715 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 742 tokens, read only when the agent opens those files.

What are the alternatives to Campaign Operations Knowledge Builder?

Skills that share tags, products or a category with Campaign Operations Knowledge Builder: Cc Sdd New Agent (gotalab/cc-sdd, 3.7k stars), DBS Business Toolkit Entry (dontbesilent2025/dbskill, 10k stars), Agent Sop Author (strands-agents/agent-sop, 1.2k stars) and Diffusion Narrative Denouncing (canwhite/Krebs, 1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Campaign Operations 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 5, 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.