Judge
NeoLabHQ/context-engineering-kit
Launch a meta-judge then a judge sub-agent to evaluate results produced in the current conversation
Use early, when judging whether a project fits Quantitative Economics (QE) — a substantive economic question answered with serious quantitative methods (empirical, structural/computational…
No licenceAuto-check passed
Install Qe Topic Selection
$ npx skills add franklee16/academic-research-skills --skill qe-topic-selection -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills qe-topic-selection --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/Quantitative-Economics-Skills/skills/qe-topic-selection .claude/skills/qe-topic-selection && 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 "qe-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Quantitative-Economics-Skills/skills/qe-topic-selection into .claude/skills/qe-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-topic-selection", 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/Quantitative-Economics-Skills/skills/qe-topic-selectionType 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 qe-topic-selection -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills qe-topic-selection --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/Quantitative-Economics-Skills/skills/qe-topic-selection .agents/skills/qe-topic-selection && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "qe-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Quantitative-Economics-Skills/skills/qe-topic-selection into .agents/skills/qe-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-topic-selection", 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 qe-topic-selection -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills qe-topic-selection --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/Quantitative-Economics-Skills/skills/qe-topic-selection .cursor/skills/qe-topic-selection && 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 "qe-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Quantitative-Economics-Skills/skills/qe-topic-selection into .cursor/skills/qe-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-topic-selection", 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/Quantitative-Economics-Skills/skills/qe-topic-selection--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 qe-topic-selection -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills qe-topic-selection --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/Quantitative-Economics-Skills/skills/qe-topic-selection .gemini/skills/qe-topic-selection && 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 "qe-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Quantitative-Economics-Skills/skills/qe-topic-selection into .gemini/skills/qe-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-topic-selection", 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 qe-topic-selectionInstalls 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 qe-topic-selection -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/Quantitative-Economics-Skills/skills/qe-topic-selection .github/skills/qe-topic-selection && 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 "qe-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Quantitative-Economics-Skills/skills/qe-topic-selection into .github/skills/qe-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-topic-selection", 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 qe-topic-selection -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 qe-topic-selection --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/Quantitative-Economics-Skills/skills/qe-topic-selection .opencode/skills/qe-topic-selection && 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 "qe-topic-selection" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Quantitative-Economics-Skills/skills/qe-topic-selection into .opencode/skills/qe-topic-selection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-topic-selection", 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
qe-topic-selection- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~992 tokens
- SKILL.md length
- 436 words
- Files
- 1
- Skills in repo
- 1,616
- Repo updated
- First seen
- Licence
- None found
At a glance
Use early, when judging whether a project fits Quantitative Economics (QE) — a substantive economic question answered with serious quantitative methods (empirical, structural/computational…
- Works in 2 steps: Is there a first-order economic… → Does answering it require serious…
- SKILL.md covers When to trigger, The QE fit bar, Paper archetypes that fit QE and Checklist, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Qe Topic Selection is an agent skill from franklee16/academic-research-skills. Use early, when judging whether a project fits Quantitative Economics (QE) — a substantive economic question answered with serious quantitative methods (empirical, structural/computational, experimental, or simulation), sister to Econometrica and Theoretical Economics. Tests fit and sharpens the question; it does not design the estimation.
Its SKILL.md is about 990 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
Example prompts
- “/qe-topic-selection”
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Is there a first-order economic question? A quantitative exercise with no economic payoff (an estimator with no application, a simulation…
- Does answering it require serious quantitative work? A purely descriptive note without methodological or computational content under-fits…
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
Qe Topic Selection loads about 992 tokens when it runs. Until then it costs about 90 tokens; SKILL.md has 436 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 436 words (~992 tokens).
“QE is the Econometric Society's general-interest, empirically and quantitatively oriented journal. Its comparative advantage among the ES trio is explicit: Econometrica leans theoretical/methodological, Theoretical Economics is pure theory, and QE publishes papers that develop or apply quantitative methods to substantive…”
- name
- qe-topic-selection
Files
Just SKILL.md in Awesome-Journal-Skills-main/Quantitative-Economics-Skills/skills/qe-topic-selection 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
Qe Topic Selection 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 |
|---|---|---|---|---|---|---|
| Qe Topic Selection this skillfranklee16/academic-research-skills | 223 | 1 repos | ~992 | Automated safety check: Pass | None | |
| JudgeNeoLabHQ/context-engineering-kit | 1.7k | — | ~2k | Automated safety check: Pass | GPL-3.0 | |
| Do And JudgeNeoLabHQ/context-engineering-kit | 1.7k | — | ~14k | Automated safety check: Pass | GPL-3.0 | |
| Table Fitasgeirtj/system_prompts_leaks | 69k | — | ~772 | Automated safety check: Pass | CC0-1.0 | |
| Furniture Fit Checkpascalorg/editor | 25k | — | ~5.1k | Automated safety check: Pass | MIT | |
| TopicsZimoLiao/scholaraio | 576 | — | ~294 | Automated safety check: Pass | MIT |
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Do And Judge
NeoLabHQ/context-engineering-kit
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Table Fit
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Furniture Fit Check
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Checks whether a sofa, table, bed or appliance fits in a measured Pascal room and reports only what the evidence supports, or asks for the missing measurements.
Topics
ZimoLiao/scholaraio
A skill your agent uses when the user asks about research themes, topic distribution, BERTopic clustering, topic overview, topic papers, topic merges, or HTML topic visualizations.
Topic Modeling
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Structural topic modeling: STM spec, topic count, coherence-exclusivity.
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Questions about Qe Topic Selection
What does Qe Topic Selection do?
Use early, when judging whether a project fits Quantitative Economics (QE) — a substantive economic question answered with serious quantitative methods (empirical, structural/computational…. Qe Topic Selection is an agent skill from franklee16/academic-research-skills. Use early, when judging whether a project fits Quantitative Economics (QE) — a substantive economic question answered with serious quantitative methods (empirical, structural/computational, experimental, or simulation), sister to Econometrica and Theoretical Economics.
How do I install Qe Topic Selection in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill qe-topic-selection -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Quantitative-Economics-Skills/skills/qe-topic-selection in franklee16/academic-research-skills) into .claude/skills/qe-topic-selection in your project. Claude Code loads it when a task matches its description.
How do I install Qe Topic Selection in Codex?
Run `npx skills add franklee16/academic-research-skills --skill qe-topic-selection -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Quantitative-Economics-Skills/skills/qe-topic-selection in franklee16/academic-research-skills) into .agents/skills/qe-topic-selection in your project. Codex loads it when a task matches its description.
Can I use Qe Topic Selection 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 qe-topic-selection -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qe-topic-selection, .gemini/skills/qe-topic-selection, .github/skills/qe-topic-selection and .opencode/skills/qe-topic-selection in your project.
What does Qe Topic Selection need to run?
SKILL.md names no scripts, command-line tools or credentials: Qe Topic Selection is instructions for the agent only.
Does Qe Topic Selection 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 Qe Topic Selection 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 Qe Topic Selection use?
No licence was found for Qe Topic Selection or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Qe Topic Selection use?
About 992 tokens (SKILL.md is roughly 4k 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 Qe Topic Selection?
Skills that share tags, products or a category with Qe Topic Selection: Judge (NeoLabHQ/context-engineering-kit, 1.7k stars), Do And Judge (NeoLabHQ/context-engineering-kit, 1.7k stars), Table Fit (asgeirtj/system_prompts_leaks, 69k stars) and Furniture Fit Check (pascalorg/editor, 25k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Qe Topic Selection?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,616 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.