Agent skill

Claude Code Dispatch

by LigphiDonk in LigphiDonk/Oh-my--paper

Delegate complex coding tasks to Claude Code CLI. An agent skill from LigphiDonk/Oh-my--paper.

MITAuto-check passedResearch & Science

Install Claude Code Dispatch

skills CLI
$ npx skills add LigphiDonk/Oh-my--paper --skill claude-code-dispatch -a claude-code

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

GitHub CLI
$ gh skill install LigphiDonk/Oh-my--paper claude-code-dispatch --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/LigphiDonk/Oh-my--paper.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/claude-code-dispatch .claude/skills/claude-code-dispatch && 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
claude-code-dispatch
GitHub stars
738
Token cost
~221 tokens
SKILL.md length
34 words
Files
1
Skills in repo
27
Repo updated
First seen
Licence
MIT

At a glance

Delegate complex coding tasks to Claude Code CLI. An agent skill from LigphiDonk/Oh-my--paper.

  • Works in 4 steps: 提供尽可能详细的任务描述,包含相关文件路径 → 指定预期结果和验证标准 → 对于实验代码修改,先说明当前代码逻辑再描述修改目标 → …
  • Research & Science work in your project
  • SKILL.md covers 适用场景, 调用方式, 最佳实践 and 示例
  • Calls claude

What it does

Claude Code Dispatch is an agent skill from LigphiDonk/Oh-my--paper. Delegate complex coding tasks to Claude Code CLI

Its SKILL.md is about 220 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 Research & Science. The repository describes itself as: A Claude Code plugin that turns your terminal into an autonomous research lab — literature survey, experiment execution, paper writing, all in one pipeline. The licence is MIT.

When your agent uses it

  • Research & Science work in your project

Example prompts

  • “/claude-code-dispatch”

Workflow steps

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

  1. 提供尽可能详细的任务描述,包含相关文件路径
  2. 指定预期结果和验证标准
  3. 对于实验代码修改,先说明当前代码逻辑再描述修改目标
  4. Claude Code 会自动读取项目中的 CLAUDE.md 获取上下文

What it can do on your machine

Read from SKILL.md and the folder at commit 6baece9. 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:

    • claude

    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

Claude Code Dispatch loads about 221 tokens when it runs. Until then it costs about 17 tokens; SKILL.md has 34 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
~221

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 LigphiDonk/Oh-my--paper at commit 6baece9, republished under its MIT licence (© LigphiDonk). 34 words, ~221 tokens.

Download SKILL.mdSave it as .claude/skills/claude-code-dispatch/SKILL.md (or your agent's skills folder).
name
claude-code-dispatch
description
Delegate complex coding tasks to Claude Code CLI
version
1.0
stages
experiment, analysis
tools
bash
primaryIntent
Invoke Claude Code as a sub-agent for complex coding tasks

Claude Code 委派技能

当你需要完成以下类型的复杂编码任务时,通过 exec 工具调用 Claude Code CLI:

适用场景

  • 多文件代码重构
  • 复杂 bug 调试
  • 编写新的训练/评估/数据处理脚本
  • 大规模代码修改(超过 50 行)
  • 需要深度代码理解的任务

调用方式

bash
claude --print --dangerously-skip-permissions \
  --model claude-opus-4-6 \
  -p "<详细任务描述,包含上下文、文件路径、预期结果>" \
  --cwd {baseDir}

最佳实践

  1. 提供尽可能详细的任务描述,包含相关文件路径
  2. 指定预期结果和验证标准
  3. 对于实验代码修改,先说明当前代码逻辑再描述修改目标
  4. Claude Code 会自动读取项目中的 CLAUDE.md 获取上下文

示例

bash
# 优化数据加载器性能
claude --print --dangerously-skip-permissions \
  -p "优化 src/data/loader.py 中的 DataLoader 类,当前加载 10GB 数据集需要 5 分钟,目标是减少到 1 分钟以内。可以考虑使用 memory mapping、多进程预加载、或更高效的序列化格式。" \
  --cwd {baseDir}

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

Files

Just SKILL.md in skills/claude-code-dispatch of LigphiDonk/Oh-my--paper.

Open the folder on GitHubat commit 6baece9

Compare with similar skills

Claude Code Dispatch 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.

Claude Code Dispatch compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Claude Code Dispatch this skillLigphiDonk/Oh-my--paper738—~221Automated safety check: PassMIT
Hypothesis Generationspacering-net/codeg3.8k15 repos~3.6kAutomated safety check: NotesMIT
GitHub Deep Researchbytedance/deer-flow83k5 repos~1.3kAutomated safety check: PassMIT
Nature Paper CardYuan1z0825/nature-skills46k2 repos~2.1kAutomated safety check: PassApache-2.0
Read arXiv Paperkarpathy/nanochat58k2 repos~494Automated safety check: PassMIT
Content Research Writerweapp-tailwindcss/weapp-tailwindcss1.9k25 repos~3.5kAutomated safety check: PassMIT

Similar skills

  • Hypothesis Generation

    spacering-net/codeg

    Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.

    3.8k GitHub starsUsed in 15 repos~3.6k tokens
    Research & ScienceAuto-check: notes
  • GitHub Deep Research

    bytedance/deer-flow

    Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.

    83k GitHub starsUsed in 5 repos~1.3k tokens
    Research & ScienceAuto-check passed
  • Nature Paper Card

    Yuan1z0825/nature-skills

    Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.

    46k GitHub starsUsed in 2 repos~2.1k tokens
    Research & ScienceAuto-check passed
  • Read arXiv Paper

    karpathy/nanochat

    Fetches the TeX source of an arXiv paper from its URL, reads it and writes a markdown summary tied to the nanochat project.

    58k GitHub starsUsed in 2 repos~494 tokens
    Research & ScienceAuto-check passed
  • Content Research Writer

    weapp-tailwindcss/weapp-tailwindcss

    Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.

    1.9k GitHub starsUsed in 25 repos~3.5k tokens
    Research & ScienceAuto-check passed
  • Peer Review

    spacering-net/codeg

    Structured manuscript/grant review with checklist-based evaluation.

    3.8k GitHub starsUsed in 18 repos~5.9k tokens
    Research & ScienceAuto-check: notes

More from LigphiDonk/Oh-my--paper

All 27 skills in this repo
  • Preprint Search on bioRxiv

    LigphiDonk/Oh-my--paper

    Searches bioRxiv life sciences preprints by keyword, author, date range or category with a Python script, returning JSON metadata and optional PDF downloads.

    738 GitHub starsUsed in 13 repos~3.7k tokens
    Auto-check passed
  • Literature PDF OCR Library Builder

    LigphiDonk/Oh-my--paper

    Searches and downloads legally accessible academic PDFs, OCRs them to Markdown, and organizes the results into a traceable, AI-readable literature library.

    738 GitHub stars~1.1k tokensUpdated 5 mo ago
    Auto-check passed
  • Inno Code Survey

    LigphiDonk/Oh-my--paper

    Finds and clones missing code repositories for a chosen research idea, then writes a survey that maps academic concepts to their implementations.

    738 GitHub stars~3.6k tokensUpdated 5 mo ago
    Auto-check passed
  • Turns experimental data such as CSV, JSON or TensorBoard logs into statistical significance tests, visualizations and a drafted Results section.

    738 GitHub stars~3k tokensUpdated 5 mo ago
    Auto-check passed
  • Citation Verification Guide

    LigphiDonk/Oh-my--paper

    Lays out principles for catching fake, mismatched, or inconsistently formatted citations in academic writing, checked through live web search.

    738 GitHub stars~2.2k tokensUpdated 5 mo ago
    Auto-check passed
  • Single-Cell Initial Analysis

    LigphiDonk/Oh-my--paper

    Runs a seven-step quality-control and exploration pipeline on scRNA-seq, CyTOF or flow cytometry data and writes a plain-language report of what it found.

    738 GitHub starsUsed in 1 repo~1.4k tokens
    Auto-check passed

Questions about Claude Code Dispatch

What does Claude Code Dispatch do?

Delegate complex coding tasks to Claude Code CLI. An agent skill from LigphiDonk/Oh-my--paper. Claude Code Dispatch is an agent skill from LigphiDonk/Oh-my--paper.

When should I use Claude Code Dispatch?

Claude Code Dispatch fits situations like: research & Science work in your project.

How do I install Claude Code Dispatch in Claude Code?

Run `npx skills add LigphiDonk/Oh-my--paper --skill claude-code-dispatch -a claude-code`. Or copy the skill folder (skills/claude-code-dispatch in LigphiDonk/Oh-my--paper) into .claude/skills/claude-code-dispatch in your project. Claude Code loads it when a task matches its description.

How do I install Claude Code Dispatch in Codex?

Run `npx skills add LigphiDonk/Oh-my--paper --skill claude-code-dispatch -a codex`. Or copy the skill folder (skills/claude-code-dispatch in LigphiDonk/Oh-my--paper) into .agents/skills/claude-code-dispatch in your project. Codex loads it when a task matches its description.

Can I use Claude Code Dispatch 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 LigphiDonk/Oh-my--paper --skill claude-code-dispatch -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/claude-code-dispatch, .gemini/skills/claude-code-dispatch, .github/skills/claude-code-dispatch and .opencode/skills/claude-code-dispatch in your project.

What does Claude Code Dispatch need to run?

Going by SKILL.md and its folder, Claude Code Dispatch needs the command-line tools its instructions call (claude).

Does Claude Code Dispatch 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 Claude Code Dispatch 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 Claude Code Dispatch use?

Claude Code Dispatch is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Claude Code Dispatch use?

About 221 tokens (SKILL.md is roughly 884 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 Claude Code Dispatch?

Skills that share tags, products or a category with Claude Code Dispatch: Hypothesis Generation (spacering-net/codeg, 3.8k stars), GitHub Deep Research (bytedance/deer-flow, 83k stars), Nature Paper Card (Yuan1z0825/nature-skills, 46k stars) and Read arXiv Paper (karpathy/nanochat, 58k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Claude Code Dispatch?

LigphiDonk (a GitHub user) maintains it in LigphiDonk/Oh-my--paper, which has 738 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on April 15, 2026.

Source: LigphiDonk/Oh-my--paper on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.