Agent skill

Geb Contribution Framing

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when the "what does this advance in game theory?" sentence is missing or muddy for a Games and Economic Behavior (GEB) manuscript.

No licenceAuto-check passed

Install Geb Contribution Framing

skills CLI
$ npx skills add franklee16/academic-research-skills --skill geb-contribution-framing -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills geb-contribution-framing --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-contribution-framing .claude/skills/geb-contribution-framing && 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-contribution-framing
GitHub stars
223
Used in
1 other repo
Token cost
~782 tokens
SKILL.md length
359 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when the "what does this advance in game theory?" sentence is missing or muddy for a Games and Economic Behavior (GEB) manuscript.

  • Works in 5 steps: Headline claim — the one sentence above,… → Why it was open — the obstacle that left… → The key idea — the one move… → …
  • The what does this advance in game theory? sentence is missing
  • SKILL.md covers When to trigger, Why framing decides the desk…, The GEB contribution sentence and Structure the claim cascade, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Geb Contribution Framing is an agent skill from franklee16/academic-research-skills. Use when the "what does this advance in game theory?" sentence is missing or muddy for a Games and Economic Behavior (GEB) manuscript. Forges the single-sentence contribution and the introduction's claim structure so the Editor in Charge sees the advance immediately.

Its SKILL.md is about 780 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

  • The what does this advance in game theory? sentence is missing
  • Muddy for a Games and Economic Behavior (GEB) manuscript

Example prompts

  • “what does this advance in game theory?”
  • “/geb-contribution-framing”

Workflow steps

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

  1. Headline claim — the one sentence above, early in the intro.
  2. Why it was open — the obstacle that left this unresolved.
  3. The key idea — the one move (construction, technique, design, experiment) that cracks it.
  4. Scope of the advance — how general; what it does and does not cover.
  5. Implications — for theory, for mechanism design, or for applications (CS/EC, biology, behavior).

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 Contribution Framing loads about 782 tokens when it runs. Until then it costs about 73 tokens; SKILL.md has 359 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~73
When it runs · the whole SKILL.md, loaded when a task matches
~782

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 359 words (~782 tokens).

“At GEB the chief editor routes each paper to one of seven Editors as the Editor in Charge, who can desk-reject before any referee sees it — about one-third of submissions are desk-rejected. That Editor is a game theorist reading…”

— opening of SKILL.md by franklee16
name
geb-contribution-framing

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Games-and-Economic-Behavior-Skills/skills/geb-contribution-framing 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 Contribution Framing 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 Contribution Framing compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Geb Contribution Framing this skillfranklee16/academic-research-skills2231 repos~782Automated safety check: PassNone
Jet Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Jms Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.2kAutomated safety check: PassMIT
Jim Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.5kAutomated safety check: PassMIT
Respol Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Red Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT

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Questions about Geb Contribution Framing

What does Geb Contribution Framing do?

A skill your agent uses when the "what does this advance in game theory?" sentence is missing or muddy for a Games and Economic Behavior (GEB) manuscript. Geb Contribution Framing is an agent skill from franklee16/academic-research-skills." sentence is missing or muddy for a Games and Economic Behavior (GEB) manuscript.

When should I use Geb Contribution Framing?

Geb Contribution Framing fits situations like: the what does this advance in game theory? sentence is missing; muddy for a Games and Economic Behavior (GEB) manuscript.

How do I install Geb Contribution Framing in Claude Code?

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

How do I install Geb Contribution Framing in Codex?

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

Can I use Geb Contribution Framing 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-contribution-framing -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-contribution-framing, .gemini/skills/geb-contribution-framing, .github/skills/geb-contribution-framing and .opencode/skills/geb-contribution-framing in your project.

What does Geb Contribution Framing need to run?

SKILL.md names no scripts, command-line tools or credentials: Geb Contribution Framing is instructions for the agent only.

Does Geb Contribution Framing 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 Contribution Framing 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 Contribution Framing use?

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

How many tokens does Geb Contribution Framing use?

About 782 tokens (SKILL.md is roughly 3.1k 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 Contribution Framing?

Skills that share tags, products or a category with Geb Contribution Framing: Jet Contribution Framing (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Jms Contribution Framing (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Jim Contribution Framing (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Respol Contribution Framing (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Geb Contribution Framing?

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.