Agent skill

Psychbull Inclusion And Coding

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when defining eligibility criteria and coding studies for a Psychological Bulletin review or meta-analysis — inclusion/exclusion rules, a codebook, double-coding, and…

No licenceAuto-check passed

Install Psychbull Inclusion And Coding

skills CLI
$ npx skills add franklee16/academic-research-skills --skill psychbull-inclusion-and-coding -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install franklee16/academic-research-skills psychbull-inclusion-and-coding --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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-inclusion-and-coding .claude/skills/psychbull-inclusion-and-coding && rm -rf skills-src

Use ~/.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/

Facts

Skill name
psychbull-inclusion-and-coding
GitHub stars
223
Used in
1 other repo
Token cost
~887 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 defining eligibility criteria and coding studies for a Psychological Bulletin review or meta-analysis — inclusion/exclusion rules, a codebook, double-coding, and…

  • Works in 3 steps: A written codebook with explicit… → Double-code all (or a substantial,… → Capture what you need for the effect…
  • Defining eligibility criteria and coding studies for a Psychological Bulletin review
  • SKILL.md covers When to trigger, Eligibility criteria, Codebook & double-coding and Inter-rater reliability, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Psychbull Inclusion And Coding is an agent skill from franklee16/academic-research-skills. Use when defining eligibility criteria and coding studies for a Psychological Bulletin review or meta-analysis — inclusion/exclusion rules, a codebook, double-coding, and inter-rater reliability. Governs how studies enter and are coded; effect-size modeling lives in psychbull-meta-analysis-methods.

Its SKILL.md is about 890 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

  • Defining eligibility criteria and coding studies for a Psychological Bulletin review
  • Meta-analysis — inclusion/exclusion rules
  • Inter-rater reliability

Example prompts

  • “/psychbull-inclusion-and-coding”

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. A written codebook with explicit decision rules for every variable: study descriptors, design,
  2. Double-code all (or a substantial, documented subset of) studies; resolve disagreements by
  3. Capture what you need for the effect size, including the direction of effects and any

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 Inclusion And Coding loads about 887 tokens when it runs. Until then it costs about 83 tokens; SKILL.md has 339 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~83
When it runs · the whole SKILL.md, loaded when a task matches
~887

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 (~887 tokens).

“The credibility of a synthesis rests on transparent, pre-specified eligibility and reliable coding. Decisions about which studies are in — and how their features are coded — must be reproducible and made by at least two trained coders with documented…”

— opening of SKILL.md by franklee16
name
psychbull-inclusion-and-coding

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Psychological-Bulletin-Skills/skills/psychbull-inclusion-and-coding 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 Inclusion And Coding 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.

Psychbull Inclusion And Coding compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Psychbull Inclusion And Coding this skillfranklee16/academic-research-skills2231 repos~887Automated safety check: PassNone
Marketing Psychologynexu-io/open-design100k—~317Automated safety check: PassApache-2.0
Inclusion Criteria Genaipoch/medical-research-skills1.9k—~3.3kAutomated safety check: PassMIT
Inclusion Exclusion Criteria Builderaipoch/medical-research-skills1.9k—~4.2kAutomated safety check: PassMIT
Study Plananthropics/claude-for-legal9.6k3 repos~3.5kAutomated safety check: PassApache-2.0
Inclusive Languagethedaviddias/Front-End-Checklist74k—~520Automated safety check: PassMIT

Similar skills

  • Marketing Psychology

    nexu-io/open-design

    Apply psychological principles and behavioral science to copy and design.

    100k GitHub stars~317 tokensUpdated yesterday
    Marketing & SEOAuto-check passed
  • Inclusion Criteria Gen

    aipoch/medical-research-skills

    Generate and optimize clinical trial subject inclusion/exclusion criteria to balance scientific rigor with recruitment feasibility.

    1.9k GitHub stars~3.3k tokensUpdated 24 days ago
    Research & ScienceAuto-check passed
  • Inclusion Exclusion Criteria Builder

    aipoch/medical-research-skills

    Builds clear, executable, and auditable inclusion and exclusion criteria for biomedical and clinical research protocols.

    1.9k GitHub stars~4.2k tokensUpdated 24 days ago
    Research & ScienceAuto-check passed
  • Study Plan

    anthropics/claude-for-legal

    Official

    Build or update a long-term bar prep (or exam prep) study plan — phases, subjects weighted by weakness, daily session schedule, adaptive to session history in study-plan.yaml.

    9.6k GitHub starsUsed in 3 repos~3.5k tokens
    EducationAuto-check passed
  • Inclusive Language

    thedaviddias/Front-End-Checklist

    A skill your agent uses when reviewing rendered HTML, interactive components, or design-system patterns related to Use inclusive language.

    74k GitHub stars~520 tokensUpdated 5 days ago
    Frontend & DesignAuto-check passed
  • Study Buddy

    LeoYeAI/openclaw-master-skills

    When user asks to study, create flashcards, take a quiz, make notes, revise, set study timer, track study hours, create study plan, explain a topic, test knowledge, do spaced repetition, summarize a…

    2.2k GitHub stars~5.5k tokensUpdated 2 mo ago
    EducationAuto-check passed

More from franklee16/academic-research-skills

All 1,617 skills in this repo
  • Econometric Research Writing

    franklee16/academic-research-skills

    End-to-end econometric analysis and economics/management paper-writing workflow.

    223 GitHub stars~2.4k tokensUpdated 23 days ago
    Auto-check passed
  • Paper Revision

    franklee16/academic-research-skills

    Comprehensive workflow for handling journal Revise and Resubmit (R&R) decisions.

    223 GitHub stars~3.4k tokensUpdated 23 days ago
    Auto-check passed
  • Sci Ssci Polishing

    franklee16/academic-research-skills

    A skill your agent uses when researchers need Chinese academic prose translated into publication-oriented English or English manuscript paragraphs and complete sections polished for SCI, SSCI, or…

    223 GitHub starsUsed in 1 repo~1.5k tokens
    Auto-check passed
  • Research Defense Radar

    franklee16/academic-research-skills

    Assess and monitor an ongoing research project's competitor landscape, novelty risk, and method/data opportunities from a proposal, paper, research question, data or method notes, or a suspected…

    223 GitHub stars~4k tokensUpdated 23 days ago
    Auto-check passed
  • Academic Grant

    franklee16/academic-research-skills

    Generate or fill in academic grant application forms (project statement, education plan, pathway to impact, references) using draft research material.

    223 GitHub stars~2.8k tokensUpdated 23 days ago
    Auto-check: notes
  • Chinese Reference Formatter Skill

    franklee16/academic-research-skills

    A skill your agent uses when a user needs通用中文参考文献、GB/T 7714-style bibliography entries, Chinese academic reference formatting, or BibTeX completion from Chinese or English literature titles…

    223 GitHub stars~1.1k tokensUpdated 23 days ago
    Auto-check passed

Questions about Psychbull Inclusion And Coding

What does Psychbull Inclusion And Coding do?

A skill your agent uses when defining eligibility criteria and coding studies for a Psychological Bulletin review or meta-analysis — inclusion/exclusion rules, a codebook, double-coding, and…. Psychbull Inclusion And Coding is an agent skill from franklee16/academic-research-skills. Use when defining eligibility criteria and coding studies for a Psychological Bulletin review or meta-analysis — inclusion/exclusion rules, a codebook, double-coding, and inter-rater reliability.

When should I use Psychbull Inclusion And Coding?

Psychbull Inclusion And Coding fits situations like: defining eligibility criteria and coding studies for a Psychological Bulletin review; meta-analysis — inclusion/exclusion rules; inter-rater reliability.

How do I install Psychbull Inclusion And Coding in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill psychbull-inclusion-and-coding -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Psychological-Bulletin-Skills/skills/psychbull-inclusion-and-coding in franklee16/academic-research-skills) into .claude/skills/psychbull-inclusion-and-coding in your project. Claude Code loads it when a task matches its description.

How do I install Psychbull Inclusion And Coding in Codex?

Run `npx skills add franklee16/academic-research-skills --skill psychbull-inclusion-and-coding -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Psychological-Bulletin-Skills/skills/psychbull-inclusion-and-coding in franklee16/academic-research-skills) into .agents/skills/psychbull-inclusion-and-coding in your project. Codex loads it when a task matches its description.

Can I use Psychbull Inclusion And Coding 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-inclusion-and-coding -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-inclusion-and-coding, .gemini/skills/psychbull-inclusion-and-coding, .github/skills/psychbull-inclusion-and-coding and .opencode/skills/psychbull-inclusion-and-coding in your project.

What does Psychbull Inclusion And Coding need to run?

SKILL.md names no scripts, command-line tools or credentials: Psychbull Inclusion And Coding is instructions for the agent only.

Does Psychbull Inclusion And Coding 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 Inclusion And Coding 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 Inclusion And Coding use?

No licence was found for Psychbull Inclusion And Coding or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Psychbull Inclusion And Coding use?

About 887 tokens (SKILL.md is roughly 3.5k 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 Psychbull Inclusion And Coding?

Skills that share tags, products or a category with Psychbull Inclusion And Coding: Marketing Psychology (nexu-io/open-design, 100k stars), Inclusion Criteria Gen (aipoch/medical-research-skills, 1.9k stars), Inclusion Exclusion Criteria Builder (aipoch/medical-research-skills, 1.9k stars) and Study Plan (anthropics/claude-for-legal, 9.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Psychbull Inclusion And Coding?

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.