Exploratory Data Analysis
spacering-net/codeg
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats.
Follow the bundled method-transfer guide. An agent skill from Jinze-Lee/codex-skills-workbench.
Install Method Transfer Guide
$ npx skills add Jinze-Lee/codex-skills-workbench --skill method-transfer-guide -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Jinze-Lee/codex-skills-workbench method-transfer-guide --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Jinze-Lee/codex-skills-workbench.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/method-transfer-guide .claude/skills/method-transfer-guide && rm -rf skills-srcUse ~/.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/
Install the "method-transfer-guide" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/method-transfer-guide into .claude/skills/method-transfer-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "method-transfer-guide", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/method-transfer-guideType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Jinze-Lee/codex-skills-workbench --skill method-transfer-guide -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Jinze-Lee/codex-skills-workbench method-transfer-guide --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Jinze-Lee/codex-skills-workbench.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/method-transfer-guide .agents/skills/method-transfer-guide && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "method-transfer-guide" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/method-transfer-guide into .agents/skills/method-transfer-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "method-transfer-guide", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Jinze-Lee/codex-skills-workbench --skill method-transfer-guide -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Jinze-Lee/codex-skills-workbench method-transfer-guide --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Jinze-Lee/codex-skills-workbench.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/method-transfer-guide .cursor/skills/method-transfer-guide && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "method-transfer-guide" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/method-transfer-guide into .cursor/skills/method-transfer-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "method-transfer-guide", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Jinze-Lee/codex-skills-workbench.git --path skills/method-transfer-guide--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Jinze-Lee/codex-skills-workbench --skill method-transfer-guide -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Jinze-Lee/codex-skills-workbench method-transfer-guide --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Jinze-Lee/codex-skills-workbench.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/method-transfer-guide .gemini/skills/method-transfer-guide && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "method-transfer-guide" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/method-transfer-guide into .gemini/skills/method-transfer-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "method-transfer-guide", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Jinze-Lee/codex-skills-workbench method-transfer-guideInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Jinze-Lee/codex-skills-workbench --skill method-transfer-guide -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Jinze-Lee/codex-skills-workbench.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/method-transfer-guide .github/skills/method-transfer-guide && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "method-transfer-guide" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/method-transfer-guide into .github/skills/method-transfer-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "method-transfer-guide", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Jinze-Lee/codex-skills-workbench --skill method-transfer-guide -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Jinze-Lee/codex-skills-workbench method-transfer-guide --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Jinze-Lee/codex-skills-workbench.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/method-transfer-guide .opencode/skills/method-transfer-guide && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "method-transfer-guide" agent skill from https://github.com/Jinze-Lee/codex-skills-workbench/tree/main/skills/method-transfer-guide into .opencode/skills/method-transfer-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "method-transfer-guide", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
method-transfer-guide- GitHub stars
- 108
- Token cost
- ~282 tokens
- SKILL.md length
- 105 words
- Files
- 3 (incl. references)
- Skills in repo
- 17
- Repo updated
- First seen
- Licence
- None found
At a glance
Follow the bundled method-transfer guide. An agent skill from Jinze-Lee/codex-skills-workbench.
- Works in 5 steps: Read references/source-note.md first. → Follow the note's transfer rules,… → Treat historical code and outputs as… → …
- Explicitly invokes $method-transfer-guide
- SKILL.md covers Overview, Workflow and Source
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Method Transfer Guide is an agent skill from Jinze-Lee/codex-skills-workbench. Follow the bundled method-transfer guide. Use this skill only when the user explicitly invokes $method-transfer-guide. Do not auto-select this skill for general method reuse, code transfer, or analysis tasks.
Its SKILL.md is about 280 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `agents/openai.yaml` and `references/source-note.md`).
It sits in Data & Analytics.
When your agent uses it
- Explicitly invokes $method-transfer-guide
Example prompts
- “/method-transfer-guide”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Read references/source-note.md first.
- Follow the note's transfer rules, adaptation cautions, and anti-copying guidance closely.
- Treat historical code and outputs as method examples rather than fixed templates.
- Preserve the original methodological intent while rewriting details against the current data structure.
- If the note conflicts with the current user request, follow the current request and explain the adjustment.
What it can do on your machine
Read from SKILL.md and the folder at commit 7aa34a5. 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
Method Transfer Guide loads about 282 tokens when it runs, and up to ~613 if it reads all its reference files. Until then it costs about 58 tokens; SKILL.md has 105 words of instructions outside code blocks.
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 105 words (~282 tokens).
“Use references/source-note.md as the source of truth for this skill.”
- name
- method-transfer-guide
Files
SKILL.md and 2 other files (references) in skills/method-transfer-guide of Jinze-Lee/codex-skills-workbench.
- SKILL.md
- agents/openai.yaml
- references/source-note.md
Open the folder on GitHubat commit 7aa34a5
Compare with similar skills
Method Transfer Guide 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Method Transfer Guide this skillJinze-Lee/codex-skills-workbench | 108 | — | ~282 | Automated safety check: Pass | None | |
| Exploratory Data Analysisspacering-net/codeg | 3.8k | 15 repos | ~3.6k | Automated safety check: Pass | MIT | |
| MatplotlibzLanqing/codex-claude-academic-skills | 4.6k | 18 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Scikit LearnzLanqing/codex-claude-academic-skills | 4.6k | 17 repos | ~3.9k | Automated safety check: Pass | BSD-3-Clause | |
| Chart Visualizationbytedance/deer-flow | 83k | 2 repos | ~840 | Automated safety check: Pass | MIT | |
| TimesFM Forecastinggoogle-research/timesfm | 34k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 |
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Categories
Questions about Method Transfer Guide
What does Method Transfer Guide do?
Follow the bundled method-transfer guide. An agent skill from Jinze-Lee/codex-skills-workbench. Method Transfer Guide is an agent skill from Jinze-Lee/codex-skills-workbench. Follow the bundled method-transfer guide.
When should I use Method Transfer Guide?
Method Transfer Guide fits situations like: explicitly invokes $method-transfer-guide.
How do I install Method Transfer Guide in Claude Code?
Run `npx skills add Jinze-Lee/codex-skills-workbench --skill method-transfer-guide -a claude-code`. Or copy the skill folder (skills/method-transfer-guide in Jinze-Lee/codex-skills-workbench) into .claude/skills/method-transfer-guide in your project. Claude Code loads it when a task matches its description.
How do I install Method Transfer Guide in Codex?
Run `npx skills add Jinze-Lee/codex-skills-workbench --skill method-transfer-guide -a codex`. Or copy the skill folder (skills/method-transfer-guide in Jinze-Lee/codex-skills-workbench) into .agents/skills/method-transfer-guide in your project. Codex loads it when a task matches its description.
Can I use Method Transfer Guide 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 Jinze-Lee/codex-skills-workbench --skill method-transfer-guide -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/method-transfer-guide, .gemini/skills/method-transfer-guide, .github/skills/method-transfer-guide and .opencode/skills/method-transfer-guide in your project.
What does Method Transfer Guide need to run?
SKILL.md names no scripts, command-line tools or credentials: Method Transfer Guide is instructions for the agent only.
Does Method Transfer Guide 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 Method Transfer Guide 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 Method Transfer Guide use?
No licence was found for Method Transfer Guide or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Method Transfer Guide use?
About 282 tokens (SKILL.md is roughly 1.1k 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 331 tokens, read only when the agent opens those files.
What are the alternatives to Method Transfer Guide?
Skills that share tags, products or a category with Method Transfer Guide: Exploratory Data Analysis (spacering-net/codeg, 3.8k stars), Matplotlib (zLanqing/codex-claude-academic-skills, 4.6k stars), Scikit Learn (zLanqing/codex-claude-academic-skills, 4.6k stars) and Chart Visualization (bytedance/deer-flow, 83k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Method Transfer Guide?
Jinze-Lee (a GitHub user) maintains it in Jinze-Lee/codex-skills-workbench, which has 108 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on May 2, 2026.
Source: Jinze-Lee/codex-skills-workbench on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.