Statistical Power
K-Dense-AI/scientific-agent-skills
Calculates sample sizes and statistical power for study planning.
A skill your agent uses when scrutinizing statistical inference for a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript — choosing and justifying the clustering level, handling weak instruments…
No licenceAuto-check passed
Install Ceq Inference
$ npx skills add franklee16/academic-research-skills --skill ceq-inference -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills ceq-inference --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/China-Economic-Quarterly-Skills/skills/ceq-inference .claude/skills/ceq-inference && 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 "ceq-inference" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/China-Economic-Quarterly-Skills/skills/ceq-inference into .claude/skills/ceq-inference/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ceq-inference", 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/China-Economic-Quarterly-Skills/skills/ceq-inferenceType 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 ceq-inference -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills ceq-inference --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/China-Economic-Quarterly-Skills/skills/ceq-inference .agents/skills/ceq-inference && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ceq-inference" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/China-Economic-Quarterly-Skills/skills/ceq-inference into .agents/skills/ceq-inference/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ceq-inference", 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 ceq-inference -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills ceq-inference --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/China-Economic-Quarterly-Skills/skills/ceq-inference .cursor/skills/ceq-inference && 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 "ceq-inference" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/China-Economic-Quarterly-Skills/skills/ceq-inference into .cursor/skills/ceq-inference/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ceq-inference", 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/China-Economic-Quarterly-Skills/skills/ceq-inference--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 ceq-inference -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills ceq-inference --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/China-Economic-Quarterly-Skills/skills/ceq-inference .gemini/skills/ceq-inference && 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 "ceq-inference" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/China-Economic-Quarterly-Skills/skills/ceq-inference into .gemini/skills/ceq-inference/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ceq-inference", 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 ceq-inferenceInstalls 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 ceq-inference -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/China-Economic-Quarterly-Skills/skills/ceq-inference .github/skills/ceq-inference && 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 "ceq-inference" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/China-Economic-Quarterly-Skills/skills/ceq-inference into .github/skills/ceq-inference/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ceq-inference", 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 ceq-inference -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 ceq-inference --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/China-Economic-Quarterly-Skills/skills/ceq-inference .opencode/skills/ceq-inference && 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 "ceq-inference" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/China-Economic-Quarterly-Skills/skills/ceq-inference into .opencode/skills/ceq-inference/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ceq-inference", 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
ceq-inference- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~399 tokens
- SKILL.md length
- 99 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when scrutinizing statistical inference for a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript — choosing and justifying the clustering level, handling weak instruments…
- Works in 4 steps: 聚类层级（要给理由，不是默认） → 弱工具（IV） → 多重假设检验 → …
- Scrutinizing statistical inference for a 《经济学(季刊)》 (China Economic Quarterly
- SKILL.md covers 触发时机, CEQ 视角：推断是技术审稿的主战场, 1. 聚类层级（要给理由，不是默认） and 2. 弱工具（IV）, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Ceq Inference is an agent skill from franklee16/academic-research-skills. Use when scrutinizing statistical inference for a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript — choosing and justifying the clustering level, handling weak instruments with robust inference, correcting for multiple hypothesis testing, and reporting standard errors that survive a technical reviewer. Default robust SEs are rarely enough at CEQ.
Its SKILL.md is about 400 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
- Scrutinizing statistical inference for a 《经济学(季刊)》 (China Economic Quarterly
- CEQ) manuscript — choosing and justifying the clustering level
- Handling weak instruments with robust inference
- Correcting for multiple hypothesis testing
Example prompts
- “/ceq-inference”
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- 聚类层级（要给理由，不是默认）
- 弱工具（IV）
- 多重假设检验
- 标准误与有限样本
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
Ceq Inference loads about 399 tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 99 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 99 words (~399 tokens).
- name
- ceq-inference
Files
Just SKILL.md in Awesome-Journal-Skills-main/China-Economic-Quarterly-Skills/skills/ceq-inference 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
Ceq Inference 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 |
|---|---|---|---|---|---|---|
| Ceq Inference this skillfranklee16/academic-research-skills | 223 | 1 repos | ~399 | Automated safety check: Pass | None | |
| Statistical PowerK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~4.4k | Automated safety check: Notes | MIT | |
| Ito Inferenceaffaan-m/ECC | 276k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Manuscript Statistics AuditYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Statistical Analystalirezarezvani/claude-skills | 28k | — | ~2.5k | Automated safety check: Pass | MIT | |
| Statistical Reportingaiming-lab/AutoResearchClaw | 15k | — | ~756 | Automated safety check: Pass | MIT |
Similar skills
Ito Inference
affaan-m/ECC
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Manuscript Statistics Audit
Yuan1z0825/nature-skills
Audits or rewrites the statistical reporting in a manuscript: experimental units, replication, tests, uncertainty and figure legends, without inventing missing details.
Statistical Analyst
alirezarezvani/claude-skills
Run hypothesis tests, analyze A/B experiment results, calculate sample sizes, and interpret statistical significance with effect sizes.
Statistical Reporting
aiming-lab/AutoResearchClaw
Statistical test selection, assumption checking, and APA-formatted reporting.
- Official
Gke Inference
google/skills
Deploys and optimizes AI/ML inference workloads on GKE, using GPUs, TPUs, and model servers.
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Questions about Ceq Inference
What does Ceq Inference do?
A skill your agent uses when scrutinizing statistical inference for a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript — choosing and justifying the clustering level, handling weak instruments…. Ceq Inference is an agent skill from franklee16/academic-research-skills. Use when scrutinizing statistical inference for a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript — choosing and justifying the clustering level, handling weak instruments with robust inference, correcting for multiple hypothesis testing, and reporting standard errors that survive a technical reviewer.
When should I use Ceq Inference?
Ceq Inference fits situations like: scrutinizing statistical inference for a 《经济学(季刊)》 (China Economic Quarterly; CEQ) manuscript — choosing and justifying the clustering level; handling weak instruments with robust inference; correcting for multiple hypothesis testing.
How do I install Ceq Inference in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill ceq-inference -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/China-Economic-Quarterly-Skills/skills/ceq-inference in franklee16/academic-research-skills) into .claude/skills/ceq-inference in your project. Claude Code loads it when a task matches its description.
How do I install Ceq Inference in Codex?
Run `npx skills add franklee16/academic-research-skills --skill ceq-inference -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/China-Economic-Quarterly-Skills/skills/ceq-inference in franklee16/academic-research-skills) into .agents/skills/ceq-inference in your project. Codex loads it when a task matches its description.
Can I use Ceq Inference 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 ceq-inference -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ceq-inference, .gemini/skills/ceq-inference, .github/skills/ceq-inference and .opencode/skills/ceq-inference in your project.
What does Ceq Inference need to run?
SKILL.md names no scripts, command-line tools or credentials: Ceq Inference is instructions for the agent only.
Does Ceq Inference 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 Ceq Inference 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 Ceq Inference use?
No licence was found for Ceq Inference or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Ceq Inference use?
About 399 tokens (SKILL.md is roughly 1.6k 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 Ceq Inference?
Skills that share tags, products or a category with Ceq Inference: Statistical Power (K-Dense-AI/scientific-agent-skills, 48k stars), Ito Inference (affaan-m/ECC, 276k stars), Manuscript Statistics Audit (Yuan1z0825/nature-skills, 47k stars) and Statistical Analyst (alirezarezvani/claude-skills, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ceq Inference?
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.