Agent skill

Knowledge Builder

by limecloud in limecloud/lime

内容工厂专用知识整理 Skill,把项目资料、素材和运营经验整理成场景生成与内容生产可用的事实输入. An agent skill from limecloud/lime.

No licenceAuto-check passedBusiness, Finance & HR

Install Knowledge Builder

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

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

GitHub CLI
$ gh skill install limecloud/lime 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/knowledge-builder .claude/skills/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
knowledge-builder
GitHub stars
1.5k
Token cost
~228 tokens
SKILL.md length
50 words
Files
1
Skills in repo
18
Repo updated
First seen
Licence
None found

At a glance

内容工厂专用知识整理 Skill,把项目资料、素材和运营经验整理成场景生成与内容生产可用的事实输入. An agent skill from limecloud/lime.

  • Works in 5 steps: 识别输入中的三层知识:IP / 品牌人设、项目产品资料、内容运营素材。 → 标记已确认事实、合理假设、缺失信息和生产风险。 → 提炼目标人群、痛点、核心卖点、使用场景、决策阶段和内容角度。 → …
  • Business, Finance & HR work in your project
  • SKILL.md covers 工作步骤 and 输出要求
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Knowledge Builder is an agent skill from limecloud/lime. 内容工厂专用知识整理 Skill,把项目资料、素材和运营经验整理成场景生成与内容生产可用的事实输入。

Its SKILL.md is about 230 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR. The repository describes itself as: Full-stack AI agent for coding, files, terminals, tools, research, content, multimodal work, and multi-agent workflows.

When your agent uses it

  • Business, Finance & HR work in your project

Example prompts

  • “/knowledge-builder”

Workflow steps

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

  1. 识别输入中的三层知识:IP / 品牌人设、项目产品资料、内容运营素材。
  2. 标记已确认事实、合理假设、缺失信息和生产风险。
  3. 提炼目标人群、痛点、核心卖点、使用场景、决策阶段和内容角度。
  4. 如任务要求场景地图,按平台和决策阶段扩展场景,并给出图片需求。
  5. 输出可被内容工厂 App 回写的 workspace patch。

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 nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    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.

Context cost

Knowledge Builder loads about 228 tokens when it runs. Until then it costs about 17 tokens; SKILL.md has 50 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~17
When it runs · the whole SKILL.md, loaded when a task matches
~228

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 50 words (~228 tokens).

name
knowledge-builder
metadata.lime_argument_hint
输入品牌产品资料、项目资料、素材、目标人群、运营目标和缺失信息。
metadata.lime_when_to_use
内容工厂 App 需要整理三层知识库、生成场景地图或补齐内容生产依据时使用。
metadata.lime_version
0.1.2
metadata.lime_execution_mode
prompt
metadata.lime_surface
plugin
metadata.lime_category
content_factory

Read the full SKILL.md on GitHub

Files

Just SKILL.md in lime-rs/resources/default-skills/knowledge-builder of limecloud/lime.

Open the folder on GitHubat commit 1236c5e

Compare with similar skills

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.

Knowledge Builder compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Knowledge Builder this skilllimecloud/lime1.5k—~228Automated safety check: PassNone
Technical Analysttradermonty/claude-trading-skills3k5 repos~4.6kAutomated safety check: PassMIT
Creating Financial ModelsChen-zexi/open-ptc-agent7304 repos~1.3kAutomated safety check: PassMIT
Theme Detectortradermonty/claude-trading-skills3k2 repos~4.9kAutomated safety check: PassMIT
Stock APIzhangxiangliang/stock-api2k—~507Automated safety check: PassMIT
Itr Walakaranb192/itr-wala871—~3.6kAutomated safety check: PassMIT

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Questions about Knowledge Builder

What does Knowledge Builder do?

内容工厂专用知识整理 Skill,把项目资料、素材和运营经验整理成场景生成与内容生产可用的事实输入. An agent skill from limecloud/lime. Knowledge Builder is an agent skill from limecloud/lime.

When should I use Knowledge Builder?

Knowledge Builder fits situations like: business, Finance & HR work in your project.

How do I install Knowledge Builder in Claude Code?

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

How do I install Knowledge Builder in Codex?

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

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

What does Knowledge Builder need to run?

SKILL.md names no scripts, command-line tools or credentials: Knowledge Builder is instructions for the agent only.

Does 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 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 Knowledge Builder use?

No licence was found for Knowledge Builder or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Knowledge Builder use?

About 228 tokens (SKILL.md is roughly 912 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Knowledge Builder?

Skills that share tags, products or a category with Knowledge Builder: Technical Analyst (tradermonty/claude-trading-skills, 3k stars), Creating Financial Models (Chen-zexi/open-ptc-agent, 730 stars), Theme Detector (tradermonty/claude-trading-skills, 3k stars) and Stock API (zhangxiangliang/stock-api, 2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains 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.