Phone Harness
ShawnPana/phone-harness
Control the user's phone — an iPhone through the Mac's iPhone Mirroring window, an Android over adb, or a rented cloud Android: open apps, tap, type, swipe, read the screen.
A skill your agent uses when choosing or defending the data behind a 《世界经济》 (The Journal of World Economy) manuscript — customs micro data (firm-product-destination), cross-country panels, and GVC /…
Install Jwe Data Sources
$ npx skills add franklee16/academic-research-skills --skill jwe-data-sources -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills jwe-data-sources --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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources .claude/skills/jwe-data-sources && 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 "jwe-data-sources" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources into .claude/skills/jwe-data-sources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jwe-data-sources", 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/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sourcesType 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 franklee16/academic-research-skills --skill jwe-data-sources -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills jwe-data-sources --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources .agents/skills/jwe-data-sources && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jwe-data-sources" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources into .agents/skills/jwe-data-sources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jwe-data-sources", 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 franklee16/academic-research-skills --skill jwe-data-sources -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills jwe-data-sources --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources .cursor/skills/jwe-data-sources && 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 "jwe-data-sources" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources into .cursor/skills/jwe-data-sources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jwe-data-sources", 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/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources--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 franklee16/academic-research-skills --skill jwe-data-sources -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills jwe-data-sources --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources .gemini/skills/jwe-data-sources && 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 "jwe-data-sources" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources into .gemini/skills/jwe-data-sources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jwe-data-sources", 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 franklee16/academic-research-skills jwe-data-sourcesInstalls 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 franklee16/academic-research-skills --skill jwe-data-sources -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources .github/skills/jwe-data-sources && 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 "jwe-data-sources" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources into .github/skills/jwe-data-sources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jwe-data-sources", 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 franklee16/academic-research-skills --skill jwe-data-sources -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills jwe-data-sources --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources .opencode/skills/jwe-data-sources && 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 "jwe-data-sources" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources into .opencode/skills/jwe-data-sources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jwe-data-sources", 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
jwe-data-sources- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~503 tokens
- SKILL.md length
- 95 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when choosing or defending the data behind a 《世界经济》 (The Journal of World Economy) manuscript — customs micro data (firm-product-destination), cross-country panels, and GVC /…
- Works in 3 steps: 海关 / 贸易微观（firm-product-destination） → 跨国宏观 / 国别面板 → 全球价值链 / 投入产出
- Defending the data behind a 《世界经济》 (The Journal of World Economy) manuscript — customs micro data (firm-product-destination)
- SKILL.md covers 触发时机, 三类主力数据（对口本刊）, 匹配与口径要点 and 复现要求（本刊特有）, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jwe Data Sources is an agent skill from franklee16/academic-research-skills. Use when choosing or defending the data behind a 《世界经济》 (The Journal of World Economy) manuscript — customs micro data (firm-product-destination), cross-country panels, and GVC / input-output decomposition (KWW value-added, ADB / WIOD MRIO). Steers away from generic provincial panels toward internationally-credible sources.
Its SKILL.md is about 500 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 Mobile, covering Mobile testing and debugging. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- Defending the data behind a 《世界经济》 (The Journal of World Economy) manuscript — customs micro data (firm-product-destination)
- Cross-country panels
- GVC / input-output decomposition (KWW value-added
- ADB / WIOD MRIO)
Example prompts
- “/jwe-data-sources”
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- 海关 / 贸易微观（firm-product-destination）
- 跨国宏观 / 国别面板
- 全球价值链 / 投入产出
What it can do on your machine
Read from SKILL.md and the folder at commit 9a4b2db. 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
Jwe Data Sources loads about 503 tokens when it runs. Until then it costs about 86 tokens; SKILL.md has 95 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 95 words (~503 tokens).
- name
- jwe-data-sources
Files
Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources of franklee16/academic-research-skills.
Open the folder on GitHubat commit 9a4b2db
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Jwe Data Sources 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 |
|---|---|---|---|---|---|---|
| Jwe Data Sources this skillfranklee16/academic-research-skills | 223 | 1 repos | ~503 | Automated safety check: Pass | None | |
| Phone HarnessShawnPana/phone-harness | 3.2k | — | ~4.3k | Automated safety check: Pass | MIT | |
| Maa Issue Log AnalysisMaaAssistantArknights/MaaAssistantArknights | 24k | — | ~4k | Automated safety check: Pass | AGPL-3.0 | |
| Mobile QAtloncorp/tlon-apps | 107 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Store Listing Screenshotstherxmv/Telegram-Themer | 119 | — | ~2.5k | Automated safety check: Pass | None | |
| Maestro ImproveReinaMacCredy/maestro | 233 | — | ~1.9k | Automated safety check: Pass | MIT |
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Categories
Questions about Jwe Data Sources
What does Jwe Data Sources do?
A skill your agent uses when choosing or defending the data behind a 《世界经济》 (The Journal of World Economy) manuscript — customs micro data (firm-product-destination), cross-country panels, and GVC /…. Jwe Data Sources is an agent skill from franklee16/academic-research-skills. Use when choosing or defending the data behind a 《世界经济》 (The Journal of World Economy) manuscript — customs micro data (firm-product-destination), cross-country panels, and GVC / input-output decomposition (KWW value-added, ADB / WIOD MRIO).
When should I use Jwe Data Sources?
Jwe Data Sources fits situations like: defending the data behind a 《世界经济》 (The Journal of World Economy) manuscript — customs micro data (firm-product-destination); cross-country panels; GVC / input-output decomposition (KWW value-added; ADB / WIOD MRIO).
How do I install Jwe Data Sources in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill jwe-data-sources -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources in franklee16/academic-research-skills) into .claude/skills/jwe-data-sources in your project. Claude Code loads it when a task matches its description.
How do I install Jwe Data Sources in Codex?
Run `npx skills add franklee16/academic-research-skills --skill jwe-data-sources -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-World-Economy-Skills/skills/jwe-data-sources in franklee16/academic-research-skills) into .agents/skills/jwe-data-sources in your project. Codex loads it when a task matches its description.
Can I use Jwe Data Sources 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 franklee16/academic-research-skills --skill jwe-data-sources -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jwe-data-sources, .gemini/skills/jwe-data-sources, .github/skills/jwe-data-sources and .opencode/skills/jwe-data-sources in your project.
What does Jwe Data Sources need to run?
SKILL.md names no scripts, command-line tools or credentials: Jwe Data Sources is instructions for the agent only.
Does Jwe Data Sources 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 Jwe Data Sources 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 Jwe Data Sources use?
No licence was found for Jwe Data Sources or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jwe Data Sources use?
About 503 tokens (SKILL.md is roughly 2k 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 Jwe Data Sources?
Skills that share tags, products or a category with Jwe Data Sources: Phone Harness (ShawnPana/phone-harness, 3.2k stars), Maa Issue Log Analysis (MaaAssistantArknights/MaaAssistantArknights, 24k stars), Mobile QA (tloncorp/tlon-apps, 107 stars) and Store Listing Screenshots (therxmv/Telegram-Themer, 119 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jwe Data Sources?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.
Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.