Agent skill

Geb Replication And Data Policy

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when planning data and code sharing for a Games and Economic Behavior (GEB) manuscript.

No licenceAuto-check passedDatabases

Install Geb Replication And Data Policy

skills CLI
$ npx skills add franklee16/academic-research-skills --skill geb-replication-and-data-policy -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills geb-replication-and-data-policy --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/Games-and-Economic-Behavior-Skills/skills/geb-replication-and-data-policy .claude/skills/geb-replication-and-data-policy && 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
geb-replication-and-data-policy
GitHub stars
223
Used in
1 other repo
Token cost
~883 tokens
SKILL.md length
382 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when planning data and code sharing for a Games and Economic Behavior (GEB) manuscript.

  • Planning data and code sharing for a Games and Economic Behavior (GEB) manuscript
  • SKILL.md covers When to trigger, The GEB data policy —…, What to prepare (voluntarily,… and Anti-patterns, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Tasks that involve Database administration

What it does

Geb Replication And Data Policy is an agent skill from franklee16/academic-research-skills. Use when planning data and code sharing for a Games and Economic Behavior (GEB) manuscript. GEB encourages but does NOT mandate a replication archive — unlike AER/Econometrica/JAE — so this skill helps you share well voluntarily and avoid assuming requirements that do not exist here.

Its SKILL.md is about 880 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 Databases, covering Database administration. 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

  • Planning data and code sharing for a Games and Economic Behavior (GEB) manuscript
  • Tasks that involve Database administration

Example prompts

  • “/geb-replication-and-data-policy”

Requirements

  • Python 3

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

Geb Replication And Data Policy loads about 883 tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 382 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~79
When it runs · the whole SKILL.md, loaded when a task matches
~883

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 382 words (~883 tokens).

“This is a meaningful distinction for a journal that publishes experimental work: GEB does not operate a mandatory data/code replication archive comparable to the AEA journals (AEJ/AER), Econometrica, or the JAE Data Archive. GEB follows Elsevier's "encourages and enables" research-data…”

— opening of SKILL.md by franklee16
name
geb-replication-and-data-policy

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Games-and-Economic-Behavior-Skills/skills/geb-replication-and-data-policy 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

Geb Replication And Data Policy 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.

Geb Replication And Data Policy compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Geb Replication And Data Policy this skillfranklee16/academic-research-skills2231 repos~883Automated safety check: PassNone
Hybrid Cloud Outboxesgetsentry/sentry46k—~4.8kAutomated safety check: PassCustom licence
Replicate Video AdJingyi-Wu-Richael/replicate-video-ad1081 repos~1.6kAutomated safety check: PassNone
Sea Orm 2FlyinPancake/yoink112—~2.9kAutomated safety check: PassApache-2.0
Pixel Perfect ReplicationYu-369/VibeCurb979—~8.7kAutomated safety check: PassMIT
Horse Database PoolingHashLoad/horse1.4k—~1.4kAutomated safety check: PassMIT

Similar skills

  • Hybrid Cloud Outboxes

    getsentry/sentry

    Official

    Guide for creating and maintaining outbox-based eventually consistent operations in Sentry.

    46k GitHub stars~4.8k tokensUpdated today
    DatabasesAuto-check passed
  • Replicate Video Ad

    Jingyi-Wu-Richael/replicate-video-ad

    Analyze a reference video frame by frame and turn its visual grammar, story beats, dialogue, product reveal, proof sequence, and conversion structure into a production-ready ecommerce story-ad…

    108 GitHub starsUsed in 1 repo~1.6k tokens
    DatabasesAuto-check passed
  • Sea Orm 2

    FlyinPancake/yoink

    Expert guidance for SeaORM 2.0, Rust's async ORM with strongly-typed columns, nested ActiveModels, Entity Loader API, and entity-first workflow.

    112 GitHub stars~2.9k tokensUpdated 5 days ago
    DatabasesAuto-check passed
  • Image-to-code replication pipeline. An agent skill from Yu-369/VibeCurb.

    979 GitHub stars~8.7k tokensUpdated 2 mo ago
    DatabasesAuto-check passed
  • Guide for setting up thread-safe database connection pooling (FireDAC / UniDAC) in multithreaded Horse applications.

    1.4k GitHub stars~1.4k tokensUpdated 3 days ago
    DatabasesAuto-check passed
  • Redis Clustering

    redis/agent-skills

    Official

    Redis Cluster and replication guidance covering hash tags for multi-key operations, avoiding CROSSSLOT errors, and reading from replicas to scale read-heavy workloads.

    165 GitHub starsUsed in 1 repo~1k tokens
    DatabasesAuto-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 21 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 21 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 21 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 21 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 21 days ago
    Auto-check passed

Categories

Questions about Geb Replication And Data Policy

What does Geb Replication And Data Policy do?

A skill your agent uses when planning data and code sharing for a Games and Economic Behavior (GEB) manuscript. Geb Replication And Data Policy is an agent skill from franklee16/academic-research-skills. Use when planning data and code sharing for a Games and Economic Behavior (GEB) manuscript.

When should I use Geb Replication And Data Policy?

Geb Replication And Data Policy fits situations like: planning data and code sharing for a Games and Economic Behavior (GEB) manuscript; tasks that involve Database administration.

How do I install Geb Replication And Data Policy in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill geb-replication-and-data-policy -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Games-and-Economic-Behavior-Skills/skills/geb-replication-and-data-policy in franklee16/academic-research-skills) into .claude/skills/geb-replication-and-data-policy in your project. Claude Code loads it when a task matches its description.

How do I install Geb Replication And Data Policy in Codex?

Run `npx skills add franklee16/academic-research-skills --skill geb-replication-and-data-policy -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Games-and-Economic-Behavior-Skills/skills/geb-replication-and-data-policy in franklee16/academic-research-skills) into .agents/skills/geb-replication-and-data-policy in your project. Codex loads it when a task matches its description.

Can I use Geb Replication And Data Policy 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 geb-replication-and-data-policy -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/geb-replication-and-data-policy, .gemini/skills/geb-replication-and-data-policy, .github/skills/geb-replication-and-data-policy and .opencode/skills/geb-replication-and-data-policy in your project.

What does Geb Replication And Data Policy need to run?

SKILL.md names no scripts, command-line tools or credentials: Geb Replication And Data Policy is instructions for the agent only. Our summary lists: Python 3.

Does Geb Replication And Data Policy 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 Geb Replication And Data Policy 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 Geb Replication And Data Policy use?

No licence was found for Geb Replication And Data Policy or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Geb Replication And Data Policy use?

About 883 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 Geb Replication And Data Policy?

Skills that share tags, products or a category with Geb Replication And Data Policy: Hybrid Cloud Outboxes (getsentry/sentry, 46k stars), Replicate Video Ad (Jingyi-Wu-Richael/replicate-video-ad, 108 stars), Sea Orm 2 (FlyinPancake/yoink, 112 stars) and Pixel Perfect Replication (Yu-369/VibeCurb, 979 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Geb Replication And Data Policy?

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.