Robustness
brycewang-stanford/Auto-Empirical-Research-Skills
Checklist of empirical robustness tests for finance/economics papers
A skill your agent uses to design and report robustness for a 《数量经济技术经济研究》 (JQTE) manuscript where the contribution is measurement, a model, or a forecast — focusing on sensitivity to method choice…
No licenceAuto-check passed
Install Jqte Sensitivity
$ npx skills add franklee16/academic-research-skills --skill jqte-sensitivity -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills jqte-sensitivity --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-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity .claude/skills/jqte-sensitivity && 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 "jqte-sensitivity" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity into .claude/skills/jqte-sensitivity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-sensitivity", 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-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivityType 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 jqte-sensitivity -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills jqte-sensitivity --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-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity .agents/skills/jqte-sensitivity && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jqte-sensitivity" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity into .agents/skills/jqte-sensitivity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-sensitivity", 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 jqte-sensitivity -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills jqte-sensitivity --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-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity .cursor/skills/jqte-sensitivity && 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 "jqte-sensitivity" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity into .cursor/skills/jqte-sensitivity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-sensitivity", 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-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity--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 jqte-sensitivity -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills jqte-sensitivity --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-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity .gemini/skills/jqte-sensitivity && 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 "jqte-sensitivity" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity into .gemini/skills/jqte-sensitivity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-sensitivity", 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 jqte-sensitivityInstalls 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 jqte-sensitivity -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-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity .github/skills/jqte-sensitivity && 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 "jqte-sensitivity" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity into .github/skills/jqte-sensitivity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-sensitivity", 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 jqte-sensitivity -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 jqte-sensitivity --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-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity .opencode/skills/jqte-sensitivity && 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 "jqte-sensitivity" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity into .opencode/skills/jqte-sensitivity/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqte-sensitivity", 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
jqte-sensitivity- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~384 tokens
- SKILL.md length
- 68 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses to design and report robustness for a 《数量经济技术经济研究》 (JQTE) manuscript where the contribution is measurement, a model, or a forecast — focusing on sensitivity to method choice…
- Design and report robustness for a 《数量经济技术经济研究》 (JQTE) manuscript where the contribution is measurement
- SKILL.md covers 触发时机, 本刊的稳健性 ≠ 因果刊的稳健性, 四类敏感性（按贡献类型取用） and 报告方式, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- A forecast — focusing on sensitivity to method choice
What it does
Jqte Sensitivity is an agent skill from franklee16/academic-research-skills. Use to design and report robustness for a 《数量经济技术经济研究》 (JQTE) manuscript where the contribution is measurement, a model, or a forecast — focusing on sensitivity to method choice, parameter / specification, data caliber, and sample window, rather than the placebo / parallel-trends battery of a causal paper. Use after the main estimates exist.
Its SKILL.md is about 380 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.
When your agent uses it
- Design and report robustness for a 《数量经济技术经济研究》 (JQTE) manuscript where the contribution is measurement
- A forecast — focusing on sensitivity to method choice
- Parameter / specification
- Rather than the placebo / parallel-trends battery of a causal paper
Example prompts
- “/jqte-sensitivity”
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
Jqte Sensitivity loads about 384 tokens when it runs. Until then it costs about 90 tokens; SKILL.md has 68 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 68 words (~384 tokens).
- name
- jqte-sensitivity
Files
Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity 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
Jqte Sensitivity 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 |
|---|---|---|---|---|---|---|
| Jqte Sensitivity this skillfranklee16/academic-research-skills | 223 | 1 repos | ~384 | Automated safety check: Pass | None | |
| Robustnessbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Sensitive Logging Auditopenai/openai-agents-python | 30k | — | ~1k | Automated safety check: Pass | MIT | |
| Sensitivity Analystbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~4.7k | Automated safety check: Pass | Custom licence | |
| Robustness Tablebrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~650 | Automated safety check: Notes | Custom licence | |
| Robustness Checksbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~1.7k | Automated safety check: Pass | Custom licence |
Similar skills
- Official
Sensitive Logging Audit
openai/openai-agents-python
Audit or fix sensitive-data exposure in Python SDK diagnostics, exceptions, logging, and telemetry.
Sensitivity Analyst
brycewang-stanford/Auto-Empirical-Research-Skills
Sensitivity analysis frameworks and assumption-testing methods
Robustness Table
brycewang-stanford/Auto-Empirical-Research-Skills
Generates robustness check code and formats results as a combined table.
Robustness Checks
brycewang-stanford/Auto-Empirical-Research-Skills
A skill your agent uses when a main specification has produced a result, when preparing a paper appendix, when a reviewer requests robustness, or before declaring any empirical finding final.
Aer Robustness
brycewang-stanford/Auto-Empirical-Research-Skills
A skill your agent uses when the main empirical results exist but the manuscript lacks the robustness, heterogeneity, mechanism, and placebo checks that AER referees will demand.
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Questions about Jqte Sensitivity
What does Jqte Sensitivity do?
A skill your agent uses to design and report robustness for a 《数量经济技术经济研究》 (JQTE) manuscript where the contribution is measurement, a model, or a forecast — focusing on sensitivity to method choice…. Jqte Sensitivity is an agent skill from franklee16/academic-research-skills. Use to design and report robustness for a 《数量经济技术经济研究》 (JQTE) manuscript where the contribution is measurement, a model, or a forecast — focusing on sensitivity to method choice, parameter / specification, data caliber, and sample window, rather than the placebo / parallel-trends battery of a causal paper.
When should I use Jqte Sensitivity?
Jqte Sensitivity fits situations like: design and report robustness for a 《数量经济技术经济研究》 (JQTE) manuscript where the contribution is measurement; A forecast — focusing on sensitivity to method choice; parameter / specification; rather than the placebo / parallel-trends battery of a causal paper.
How do I install Jqte Sensitivity in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill jqte-sensitivity -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity in franklee16/academic-research-skills) into .claude/skills/jqte-sensitivity in your project. Claude Code loads it when a task matches its description.
How do I install Jqte Sensitivity in Codex?
Run `npx skills add franklee16/academic-research-skills --skill jqte-sensitivity -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Quantitative-and-Technological-Economics-Skills/skills/jqte-sensitivity in franklee16/academic-research-skills) into .agents/skills/jqte-sensitivity in your project. Codex loads it when a task matches its description.
Can I use Jqte Sensitivity 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 jqte-sensitivity -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jqte-sensitivity, .gemini/skills/jqte-sensitivity, .github/skills/jqte-sensitivity and .opencode/skills/jqte-sensitivity in your project.
What does Jqte Sensitivity need to run?
SKILL.md names no scripts, command-line tools or credentials: Jqte Sensitivity is instructions for the agent only.
Does Jqte Sensitivity 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 Jqte Sensitivity 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 Jqte Sensitivity use?
No licence was found for Jqte Sensitivity or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jqte Sensitivity use?
About 384 tokens (SKILL.md is roughly 1.5k 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 Jqte Sensitivity?
Skills that share tags, products or a category with Jqte Sensitivity: Robustness (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Sensitive Logging Audit (openai/openai-agents-python, 30k stars), Sensitivity Analyst (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars) and Robustness Table (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jqte Sensitivity?
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.