Agent skill

Doc Smith

by AIGNE-io in AIGNE-io/aigne-doc-smith

从工作区数据源生成和更新全面的文档,包括代码仓库、文本文件和媒体资源。当用户请求以下操作时使用此技能:(1) 从代码或文件创建或生成文档,(2) 构建文档结构或文档详情,(3) 更新、修改或改进已有文档,(4) 重写文档的特定章节或段落,(5) 处理 changeset 文件或 PATCH 标记的修改请求。支持技术文档、用户指南、API 参考和一般文档需求的生成与维护。

Custom licenceAuto-check passed

Install Doc Smith

skills CLI
$ npx skills add AIGNE-io/aigne-doc-smith --skill doc-smith -a claude-code

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

GitHub CLI
$ gh skill install AIGNE-io/aigne-doc-smith doc-smith --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/AIGNE-io/aigne-doc-smith.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/doc-smith .claude/skills/doc-smith && 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
doc-smith
GitHub stars
163
Token cost
~1.7k tokens
SKILL.md length
312 words
Files
11 (incl. references)
Skills in repo
2
Repo updated
First seen
Licence
Custom licence

At a glance

从工作区数据源生成和更新全面的文档,包括代码仓库、文本文件和媒体资源。当用户请求以下操作时使用此技能:(1) 从代码或文件创建或生成文档,(2) 构建文档结构或文档详情,(3) 更新、修改或改进已有文档,(4) 重写文档的特定章节或段落,(5) 处理 changeset 文件或 PATCH 标记的修改请求。支持技术文档、用户指南、API 参考和一般文档需求的生成与维护。

  • Works in 9 steps: Workspace 检测 → 分析数据源 → 推断用户意图 → …
  • SKILL.md covers 概述, 使用场景, 工作流程 and 自动提交变更, plus 2 more sections
  • Calls git

What it does

Doc Smith is an agent skill from AIGNE-io/aigne-doc-smith. 从工作区数据源生成和更新全面的文档,包括代码仓库、文本文件和媒体资源。当用户请求以下操作时使用此技能:(1) 从代码或文件创建或生成文档,(2) 构建文档结构或文档详情,(3) 更新、修改或改进已有文档,(4) 重写文档的特定章节或段落,(5) 处理 changeset 文件或 PATCH 标记的修改请求。支持技术文档、用户指南、API 参考和一般文档需求的生成与维护。

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including reference files (for example `ai/intent/sources-improve.md`, `references/changeset-guide.md` and `references/document-content-guide.md`).

It works with Google Gemini and OpenAI. The repository describes itself as: AIGNE DocSmith is a powerful, AI-driven documentation generation tool built on the AIGNE Framework. It automates the creation of detailed, structured, and multi-language…

Example prompts

  • “/doc-smith”

Workflow steps

9 steps, taken from the step headings in SKILL.md.

  1. Workspace 检测
  2. 分析数据源
  3. 推断用户意图
  4. 规划文档结构
  5. 生成 document-structure.yaml
  6. 确认文档结构
  7. 生成文档内容
  8. 更新已有文档
  9. 结束前确认任务都已完成

What it can do on your machine

Read from SKILL.md and the folder at commit 1254491. 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

    Shell commands in SKILL.md call:

    • git

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

  • Network

    No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.

    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

Doc Smith loads about 1.7k tokens when it runs, and up to ~13k if it reads all its reference files. Until then it costs about 49 tokens; SKILL.md has 312 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~49
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~13k

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 312 words (~1,683 tokens).

name
doc-smith

Read the full SKILL.md on GitHub

Files

SKILL.md and 10 other files (references) in skills/doc-smith of AIGNE-io/aigne-doc-smith.

  • SKILL.md
  • ai/intent/sources-improve.md
  • references/changeset-guide.md
  • references/document-content-guide.md
  • references/document-structure-schema.md
  • references/patch-guide.md
  • references/structure-confirmation-guide.md
  • references/structure-planning-guide.md
  • references/update-workflow.md
  • references/user-intent-guide.md
  • references/workspace-initialization.md

Open the folder on GitHubat commit 1254491

Compare with similar skills

Doc Smith 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.

Doc Smith compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Doc Smith this skillAIGNE-io/aigne-doc-smith163—~1.7kAutomated safety check: PassCustom licence
AI Image Generation and Editingzhayujie/CowAgent47k—~1.3kAutomated safety check: PassMIT
ModLens Image Vision Bridgeliustack/modlens4.2k1 repos~1.3kAutomated safety check: NotesMIT
Nano Banana Pro Prompts Recommend SkillYouMind-OpenLab/nano-banana-pro-prompts-recommend-skill1.9k1 repos~4.1kAutomated safety check: PassNone
Codebase Managementgiancarloerra/SocratiCode3.3k1 repos~1.8kAutomated safety check: PassAGPL-3.0
AI Provenance Mark Removerguillaumemeyer/watermarks-remover24k—~4.9kAutomated safety check: PassMIT

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More from AIGNE-io/aigne-doc-smith

  • Doc Smith Docs Detail

    AIGNE-io/aigne-doc-smith

    生成单个文档的详细内容,根据文档结构和用户意图生成包含导航、代码示例、技术图表的完整文档. An agent skill from AIGNE-io/aigne-doc-smith.

    163 GitHub stars~1.7k tokensUpdated 7 mo ago
    Auto-check passed

Questions about Doc Smith

What does Doc Smith do?

从工作区数据源生成和更新全面的文档,包括代码仓库、文本文件和媒体资源。当用户请求以下操作时使用此技能:(1) 从代码或文件创建或生成文档,(2) 构建文档结构或文档详情,(3) 更新、修改或改进已有文档,(4) 重写文档的特定章节或段落,(5) 处理 changeset 文件或 PATCH 标记的修改请求。支持技术文档、用户指南、API 参考和一般文档需求的生成与维护。. Doc Smith is an agent skill from AIGNE-io/aigne-doc-smith.

How do I install Doc Smith in Claude Code?

Run `npx skills add AIGNE-io/aigne-doc-smith --skill doc-smith -a claude-code`. Or copy the skill folder (skills/doc-smith in AIGNE-io/aigne-doc-smith) into .claude/skills/doc-smith in your project. Claude Code loads it when a task matches its description.

How do I install Doc Smith in Codex?

Run `npx skills add AIGNE-io/aigne-doc-smith --skill doc-smith -a codex`. Or copy the skill folder (skills/doc-smith in AIGNE-io/aigne-doc-smith) into .agents/skills/doc-smith in your project. Codex loads it when a task matches its description.

Can I use Doc Smith 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 AIGNE-io/aigne-doc-smith --skill doc-smith -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/doc-smith, .gemini/skills/doc-smith, .github/skills/doc-smith and .opencode/skills/doc-smith in your project.

What does Doc Smith need to run?

Going by SKILL.md and its folder, Doc Smith needs the command-line tools its instructions call (git).

Does Doc Smith access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Doc Smith 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 Doc Smith use?

Doc Smith has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Doc Smith use?

About 1.7k tokens (SKILL.md is roughly 6.7k 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 11k tokens, read only when the agent opens those files.

What are the alternatives to Doc Smith?

Skills that share tags, products or a category with Doc Smith: AI Image Generation and Editing (zhayujie/CowAgent, 47k stars), ModLens Image Vision Bridge (liustack/modlens, 4.2k stars), Nano Banana Pro Prompts Recommend Skill (YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill, 1.9k stars) and Codebase Management (giancarloerra/SocratiCode, 3.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Doc Smith?

AIGNE-io (a GitHub organization) maintains it in AIGNE-io/aigne-doc-smith, which has 163 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on February 11, 2026.

Source: AIGNE-io/aigne-doc-smith on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.