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.
A skill your agent uses when computing effect sizes and fitting the meta-analytic model for a Psychological Bulletin manuscript — effect-size metrics, random-effects vs.
No licenceAuto-check passed
Install Psychbull Meta Analysis Methods
$ npx skills add franklee16/academic-research-skills --skill psychbull-meta-analysis-methods -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills psychbull-meta-analysis-methods --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-Bulletin-Skills/skills/psychbull-meta-analysis-methods .claude/skills/psychbull-meta-analysis-methods && 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 "psychbull-meta-analysis-methods" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Psychological-Bulletin-Skills/skills/psychbull-meta-analysis-methods into .claude/skills/psychbull-meta-analysis-methods/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "psychbull-meta-analysis-methods", 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-Bulletin-Skills/skills/psychbull-meta-analysis-methodsType 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 psychbull-meta-analysis-methods -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills psychbull-meta-analysis-methods --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-Bulletin-Skills/skills/psychbull-meta-analysis-methods .agents/skills/psychbull-meta-analysis-methods && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "psychbull-meta-analysis-methods" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Psychological-Bulletin-Skills/skills/psychbull-meta-analysis-methods into .agents/skills/psychbull-meta-analysis-methods/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "psychbull-meta-analysis-methods", 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 psychbull-meta-analysis-methods -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills psychbull-meta-analysis-methods --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-Bulletin-Skills/skills/psychbull-meta-analysis-methods .cursor/skills/psychbull-meta-analysis-methods && 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 "psychbull-meta-analysis-methods" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Psychological-Bulletin-Skills/skills/psychbull-meta-analysis-methods into .cursor/skills/psychbull-meta-analysis-methods/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "psychbull-meta-analysis-methods", 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-Bulletin-Skills/skills/psychbull-meta-analysis-methods--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 psychbull-meta-analysis-methods -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills psychbull-meta-analysis-methods --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-Bulletin-Skills/skills/psychbull-meta-analysis-methods .gemini/skills/psychbull-meta-analysis-methods && 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 "psychbull-meta-analysis-methods" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Psychological-Bulletin-Skills/skills/psychbull-meta-analysis-methods into .gemini/skills/psychbull-meta-analysis-methods/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "psychbull-meta-analysis-methods", 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 psychbull-meta-analysis-methodsInstalls 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 psychbull-meta-analysis-methods -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-Bulletin-Skills/skills/psychbull-meta-analysis-methods .github/skills/psychbull-meta-analysis-methods && 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 "psychbull-meta-analysis-methods" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Psychological-Bulletin-Skills/skills/psychbull-meta-analysis-methods into .github/skills/psychbull-meta-analysis-methods/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "psychbull-meta-analysis-methods", 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 psychbull-meta-analysis-methods -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 psychbull-meta-analysis-methods --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-Bulletin-Skills/skills/psychbull-meta-analysis-methods .opencode/skills/psychbull-meta-analysis-methods && 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 "psychbull-meta-analysis-methods" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Psychological-Bulletin-Skills/skills/psychbull-meta-analysis-methods into .opencode/skills/psychbull-meta-analysis-methods/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "psychbull-meta-analysis-methods", 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
psychbull-meta-analysis-methods- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~918 tokens
- SKILL.md length
- 339 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when computing effect sizes and fitting the meta-analytic model for a Psychological Bulletin manuscript — effect-size metrics, random-effects vs.
- Works in 3 steps: Random-effects (or mixed-effects) by… → Dependent effect sizes (multiple per… → Weighting by inverse variance; report…
- Computing effect sizes and fitting the meta-analytic model for a Psychological Bulletin manuscript — effect-size metrics
- SKILL.md covers When to trigger, Effect sizes, Model choice and Heterogeneity, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Psychbull Meta Analysis Methods is an agent skill from franklee16/academic-research-skills. Use when computing effect sizes and fitting the meta-analytic model for a Psychological Bulletin manuscript — effect-size metrics, random-effects vs. fixed-effect choice, dependent effect sizes (RVE / multilevel), and heterogeneity (Q, I², τ², prediction interval). Guides the core synthesis; moderators and bias diagnostics live in psychbull-moderators-and-bias.
Its SKILL.md is about 920 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
- Computing effect sizes and fitting the meta-analytic model for a Psychological Bulletin manuscript — effect-size metrics
- Random-effects vs
Example prompts
- “/psychbull-meta-analysis-methods”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Random-effects (or mixed-effects) by default. Psychological literatures vary across
- Dependent effect sizes (multiple per study/sample) violate independence. Use **robust variance
- Weighting by inverse variance; report the estimator for τ² (e.g., REML).
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
Psychbull Meta Analysis Methods loads about 918 tokens when it runs. Until then it costs about 99 tokens; SKILL.md has 339 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 339 words (~918 tokens).
“This is the quantitative core of a Psychological Bulletin meta-analysis: turning coded study statistics into effect sizes, pooling them under a defensible model, and characterizing heterogeneity honestly. Psychological Bulletin expects MARS-compliant methods. This skill covers estimation; moderators and publication-bias diagnostics…”
- name
- psychbull-meta-analysis-methods
Files
Just SKILL.md in Awesome-Journal-Skills-main/Psychological-Bulletin-Skills/skills/psychbull-meta-analysis-methods 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
Psychbull Meta Analysis Methods 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 |
|---|---|---|---|---|---|---|
| Psychbull Meta Analysis Methods this skillfranklee16/academic-research-skills | 223 | 1 repos | ~918 | Automated safety check: Pass | None | |
| Analytical Method Validation PlannerK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~4.9k | Automated safety check: Notes | MIT | |
| Analytics Trackingalirezarezvani/claude-skills | 28k | 1 repos | ~3.8k | Automated safety check: Pass | MIT | |
| Analyticsgetsentry/sentry | 46k | — | ~2.5k | Automated safety check: Pass | Custom licence | |
| Ito Computeaffaan-m/ECC | 277k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Compute MethodsMuuuun/luxas | 1.2k | — | ~475 | Automated safety check: Pass | MIT |
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Questions about Psychbull Meta Analysis Methods
What does Psychbull Meta Analysis Methods do?
A skill your agent uses when computing effect sizes and fitting the meta-analytic model for a Psychological Bulletin manuscript — effect-size metrics, random-effects vs. Psychbull Meta Analysis Methods is an agent skill from franklee16/academic-research-skills. Use when computing effect sizes and fitting the meta-analytic model for a Psychological Bulletin manuscript — effect-size metrics, random-effects vs.
When should I use Psychbull Meta Analysis Methods?
Psychbull Meta Analysis Methods fits situations like: computing effect sizes and fitting the meta-analytic model for a Psychological Bulletin manuscript — effect-size metrics; random-effects vs.
How do I install Psychbull Meta Analysis Methods in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill psychbull-meta-analysis-methods -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Psychological-Bulletin-Skills/skills/psychbull-meta-analysis-methods in franklee16/academic-research-skills) into .claude/skills/psychbull-meta-analysis-methods in your project. Claude Code loads it when a task matches its description.
How do I install Psychbull Meta Analysis Methods in Codex?
Run `npx skills add franklee16/academic-research-skills --skill psychbull-meta-analysis-methods -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Psychological-Bulletin-Skills/skills/psychbull-meta-analysis-methods in franklee16/academic-research-skills) into .agents/skills/psychbull-meta-analysis-methods in your project. Codex loads it when a task matches its description.
Can I use Psychbull Meta Analysis Methods 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 psychbull-meta-analysis-methods -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/psychbull-meta-analysis-methods, .gemini/skills/psychbull-meta-analysis-methods, .github/skills/psychbull-meta-analysis-methods and .opencode/skills/psychbull-meta-analysis-methods in your project.
What does Psychbull Meta Analysis Methods need to run?
SKILL.md names no scripts, command-line tools or credentials: Psychbull Meta Analysis Methods is instructions for the agent only.
Does Psychbull Meta Analysis Methods 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 Psychbull Meta Analysis Methods 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 Psychbull Meta Analysis Methods use?
No licence was found for Psychbull Meta Analysis Methods or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Psychbull Meta Analysis Methods use?
About 918 tokens (SKILL.md is roughly 3.7k 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 Psychbull Meta Analysis Methods?
Skills that share tags, products or a category with Psychbull Meta Analysis Methods: Analytical Method Validation Planner (K-Dense-AI/scientific-agent-skills, 48k stars), Analytics Tracking (alirezarezvani/claude-skills, 28k stars), Analytics (getsentry/sentry, 46k stars) and Ito Compute (affaan-m/ECC, 277k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Psychbull Meta Analysis Methods?
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.