Scientific Critical Thinking
weapp-tailwindcss/weapp-tailwindcss
Evaluate research rigor. An agent skill from weapp-tailwindcss/weapp-tailwindcss.
A skill your agent uses when designing studies for a Psychological Science manuscript so they meet the journal's standards for power, sample-size justification, preregistration, and confound control.
Install Psci Study Design
$ npx skills add franklee16/academic-research-skills --skill psci-study-design -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills psci-study-design --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/Psychological-Science-Skills/skills/psci-study-design .claude/skills/psci-study-design && 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 "psci-study-design" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Psychological-Science-Skills/skills/psci-study-design into .claude/skills/psci-study-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "psci-study-design", 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/Psychological-Science-Skills/skills/psci-study-designType 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 psci-study-design -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills psci-study-design --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/Psychological-Science-Skills/skills/psci-study-design .agents/skills/psci-study-design && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "psci-study-design" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Psychological-Science-Skills/skills/psci-study-design into .agents/skills/psci-study-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "psci-study-design", 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 psci-study-design -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills psci-study-design --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/Psychological-Science-Skills/skills/psci-study-design .cursor/skills/psci-study-design && 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 "psci-study-design" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Psychological-Science-Skills/skills/psci-study-design into .cursor/skills/psci-study-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "psci-study-design", 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/Psychological-Science-Skills/skills/psci-study-design--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 psci-study-design -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills psci-study-design --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/Psychological-Science-Skills/skills/psci-study-design .gemini/skills/psci-study-design && 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 "psci-study-design" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Psychological-Science-Skills/skills/psci-study-design into .gemini/skills/psci-study-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "psci-study-design", 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 psci-study-designInstalls 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 psci-study-design -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/Psychological-Science-Skills/skills/psci-study-design .github/skills/psci-study-design && 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 "psci-study-design" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Psychological-Science-Skills/skills/psci-study-design into .github/skills/psci-study-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "psci-study-design", 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 psci-study-design -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 psci-study-design --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/Psychological-Science-Skills/skills/psci-study-design .opencode/skills/psci-study-design && 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 "psci-study-design" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Psychological-Science-Skills/skills/psci-study-design into .opencode/skills/psci-study-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "psci-study-design", 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
psci-study-design- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~857 tokens
- SKILL.md length
- 324 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when designing studies for a Psychological Science manuscript so they meet the journal's standards for power, sample-size justification, preregistration, and confound control.
- Works in 5 steps: Sample-size justification. Provide an… → Preregister the confirmatory core.… → Control researcher degrees of freedom.… → …
- Designing studies for a Psychological Science manuscript so they meet the journals standards for power
- SKILL.md covers When to trigger, Design standards, Registered Reports (strongest… and Anti-patterns, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Psci Study Design is an agent skill from franklee16/academic-research-skills. Use when designing studies for a Psychological Science manuscript so they meet the journal's standards for power, sample-size justification, preregistration, and confound control. Strengthens the design and pre-analysis plan; it does not write code.
Its SKILL.md is about 860 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 Research & Science, covering Experimental design. 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
- Designing studies for a Psychological Science manuscript so they meet the journals standards for power
- Sample-size justification
- Preregistration
- Confound control
Example prompts
- “/psci-study-design”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Sample-size justification. Provide an explicit basis for N — a power analysis for the
- Preregister the confirmatory core. Specify hypotheses, design, conditions, measures, exclusion
- Control researcher degrees of freedom. Decide in advance: conditions, the full set of measures,
- Confounds and validity. Address random assignment, manipulation/attention checks, order
- Multi-study logic. If using several studies, say what each adds (generalization, mechanism,
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
Psci Study Design loads about 857 tokens when it runs. Until then it costs about 67 tokens; SKILL.md has 324 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 324 words (~857 tokens).
“Psychological Science expects studies that are adequately powered, transparently planned, and robust to researcher degrees of freedom. Authors must justify sample size (a formal power analysis where appropriate). This skill hardens the design before data collection.”
- name
- psci-study-design
Files
Just SKILL.md in Awesome-Journal-Skills-main/Psychological-Science-Skills/skills/psci-study-design 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
Psci Study Design 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 |
|---|---|---|---|---|---|---|
| Psci Study Design this skillfranklee16/academic-research-skills | 223 | 1 repos | ~857 | Automated safety check: Pass | None | |
| Scientific Critical Thinkingweapp-tailwindcss/weapp-tailwindcss | 1.9k | 22 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Benchmark Paper TemplateHKUSTDial/Supervisor-Skills | 8.7k | — | ~2.8k | Automated safety check: Pass | CC-BY-4.0 | |
| Claim-Driven Experiment PlannerzjYao36/Auto-Research-Refine | 128 | 6 repos | ~2.3k | Automated safety check: Notes | None | |
| Research Refine PipelinezjYao36/Auto-Research-Refine | 128 | 5 repos | ~1.4k | Automated safety check: Notes | None | |
| Metabolic Study Planneraiming-lab/AutoResearchClaw | 15k | — | ~1.9k | Automated safety check: Pass | MIT |
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Claim-Driven Experiment Planner
zjYao36/Auto-Research-Refine
Turns a refined research proposal into a claim-to-evidence-to-run-order roadmap instead of a sprawling benchmark wishlist.
Research Refine Pipeline
zjYao36/Auto-Research-Refine
Chains research-refine and experiment-plan to turn a vague research direction into a focused proposal and a claim-driven experiment roadmap.
Metabolic Study Planner
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Turns a broad metabolic modelling topic into a concrete, paper-shaped plan with organism, model, perturbations, metrics and figures before any FBA code is written.
Analytical Method Validation Planner
K-Dense-AI/scientific-agent-skills
Plans, runs, and documents analytical method validation, verification, or transfer studies under ICH Q2(R2)/Q14, USP, ICH M10, CLSI EP, or ISO/IEC 17025.
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Related
Categories
Questions about Psci Study Design
What does Psci Study Design do?
A skill your agent uses when designing studies for a Psychological Science manuscript so they meet the journal's standards for power, sample-size justification, preregistration, and confound control. Psci Study Design is an agent skill from franklee16/academic-research-skills. Use when designing studies for a Psychological Science manuscript so they meet the journal's standards for power, sample-size justification, preregistration, and confound control.
When should I use Psci Study Design?
Psci Study Design fits situations like: designing studies for a Psychological Science manuscript so they meet the journals standards for power; sample-size justification; preregistration; confound control.
How do I install Psci Study Design in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill psci-study-design -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Psychological-Science-Skills/skills/psci-study-design in franklee16/academic-research-skills) into .claude/skills/psci-study-design in your project. Claude Code loads it when a task matches its description.
How do I install Psci Study Design in Codex?
Run `npx skills add franklee16/academic-research-skills --skill psci-study-design -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Psychological-Science-Skills/skills/psci-study-design in franklee16/academic-research-skills) into .agents/skills/psci-study-design in your project. Codex loads it when a task matches its description.
Can I use Psci Study Design 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 psci-study-design -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/psci-study-design, .gemini/skills/psci-study-design, .github/skills/psci-study-design and .opencode/skills/psci-study-design in your project.
What does Psci Study Design need to run?
SKILL.md names no scripts, command-line tools or credentials: Psci Study Design is instructions for the agent only.
Does Psci Study Design 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 Psci Study Design 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 Psci Study Design use?
No licence was found for Psci Study Design or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Psci Study Design use?
About 857 tokens (SKILL.md is roughly 3.4k 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 Psci Study Design?
Skills that share tags, products or a category with Psci Study Design: Scientific Critical Thinking (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars), Benchmark Paper Template (HKUSTDial/Supervisor-Skills, 8.7k stars), Claim-Driven Experiment Planner (zjYao36/Auto-Research-Refine, 128 stars) and Research Refine Pipeline (zjYao36/Auto-Research-Refine, 128 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Psci Study Design?
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.