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Agent skill
Jet Contribution Framing
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when framing the contribution of a Journal of Economic Theory (JET) paper so its theoretical advance is unmistakable — lead with the theorem, state why the result matters for…
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Install Jet Contribution Framing
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jet-contribution-framing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jet-contribution-framing --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/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing .claude/skills/jet-contribution-framing && 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 "jet-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing into .claude/skills/jet-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jet-contribution-framing", 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/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Theory-Skills/skills/jet-contribution-framingType 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 brycewang-stanford/Awesome-Journal-Skills --skill jet-contribution-framing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jet-contribution-framing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing .agents/skills/jet-contribution-framing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jet-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing into .agents/skills/jet-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jet-contribution-framing", 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 brycewang-stanford/Awesome-Journal-Skills --skill jet-contribution-framing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jet-contribution-framing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing .cursor/skills/jet-contribution-framing && 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 "jet-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing into .cursor/skills/jet-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jet-contribution-framing", 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/brycewang-stanford/Awesome-Journal-Skills.git --path Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing--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 brycewang-stanford/Awesome-Journal-Skills --skill jet-contribution-framing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jet-contribution-framing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing .gemini/skills/jet-contribution-framing && 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 "jet-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing into .gemini/skills/jet-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jet-contribution-framing", 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 brycewang-stanford/Awesome-Journal-Skills jet-contribution-framingInstalls 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 brycewang-stanford/Awesome-Journal-Skills --skill jet-contribution-framing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing .github/skills/jet-contribution-framing && 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 "jet-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing into .github/skills/jet-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jet-contribution-framing", 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 brycewang-stanford/Awesome-Journal-Skills --skill jet-contribution-framing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jet-contribution-framing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing .opencode/skills/jet-contribution-framing && 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 "jet-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing into .opencode/skills/jet-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jet-contribution-framing", 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
jet-contribution-framing- GitHub stars
- 1.2k
- Token cost
- ~1.4k tokens
- SKILL.md length
- 674 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when framing the contribution of a Journal of Economic Theory (JET) paper so its theoretical advance is unmistakable — lead with the theorem, state why the result matters for…
- Works in 5 steps: The question, theoretically posed. What… → The result, stated as a theorem. One… → Why it matters. Which prior result it… → …
- Framing the contribution of a Journal of Economic Theory (JET) paper so its theoretical advance is unmistakable — lead with the theorem
- SKILL.md covers When to trigger, What JET rewards, The framing template and Right-sizing the claim, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jet Contribution Framing is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when framing the contribution of a Journal of Economic Theory (JET) paper so its theoretical advance is unmistakable — lead with the theorem, state why the result matters for the relevant theory, and right-size the claim to exactly what the proof delivers. For JET's theory-first bar; it does not overclaim.
Its SKILL.md is about 1.4k 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: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的… The licence is MIT.
When your agent uses it
- Framing the contribution of a Journal of Economic Theory (JET) paper so its theoretical advance is unmistakable — lead with the theorem
- State why the result matters for the relevant theory
- Right-size the claim to exactly what the proof delivers
Example prompts
- “/jet-contribution-framing”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- The question, theoretically posed. What property of mechanisms / equilibria / preferences /
- The result, stated as a theorem. One sentence the abstract can carry: "We characterize / prove
- Why it matters. Which prior result it weakens an assumption of, generalizes, or overturns — the
- What it does not claim. Name the scope (finite types, specific domain) so referees do not read
- Subfield signal. State the area (mechanism design, decision theory, matching, …) so routing
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. 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
Jet Contribution Framing loads about 1.4k tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 674 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
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 674 words, ~1,405 tokens.
Download SKILL.mdSave it as
.claude/skills/jet-contribution-framing/SKILL.md (or your agent's skills folder).- name
- jet-contribution-framing
- description
- Use when framing the contribution of a Journal of Economic Theory (JET) paper so its theoretical advance is unmistakable — lead with the theorem, state why the result matters for the relevant theory, and right-size the claim to exactly what the proof delivers. For JET's theory-first bar; it does not overclaim.
Contribution Framing (jet-contribution-framing)
When to trigger
- Writing the abstract and introduction of a JET theory paper
- A desk editor must see the theoretical contribution within the first page
- You need to make sure the claim does not exceed the proof
What JET rewards
JET accepts a paper because it is a rigorous, original theoretical contribution. Framing must put the theorem first and make its significance legible to the matching editor and two expert referees. A JET introduction is not a story arc around data — it is a precise statement of what is now known that was not before.
The framing template
- The question, theoretically posed. What property of mechanisms / equilibria / preferences / markets is at stake?
- The result, stated as a theorem. One sentence the abstract can carry: "We characterize / prove that / show existence of ...". Because abstract references must be written in full, cite at most one or two anchor results there.
- Why it matters. Which prior result it weakens an assumption of, generalizes, or overturns — the delta from jet-literature-positioning.
- What it does not claim. Name the scope (finite types, specific domain) so referees do not read in a stronger claim than the proof supports.
- Subfield signal. State the area (mechanism design, decision theory, matching, …) so routing reaches the right editor.
Right-sizing the claim
- Distinguish characterization vs. existence vs. comparative statics — claim only the one(s) you proved.
- Avoid "general" / "robust" / "essentially" unless the theorem literally says so.
- If a result holds only under an extra condition, say it in the abstract, not a footnote.
Referee-proof contribution sentence
Before finalizing, rewrite the main contribution in this syntax:
Under [assumptions], we prove [result type] for [environment], which [weakens/generalizes/constructs]
[closest theorem] by [precise delta].Every bracket should map to a theorem statement or a cited frontier result. If a bracket is rhetorical rather than formal, the framing is ahead of the proof.
Result-type framing matrix
Different JET result types demand different lead verbs and carry different overclaiming risks:
| Result type | Lead verb in abstract | What the intro must promise | Typical framing risk |
|---|---|---|---|
| Characterization | "We characterize ..." | the full set of mechanisms/preferences/equilibria satisfying the property | writing "if and only if" when only sufficiency is proved |
| Existence | "We prove existence of ..." | the conditions plus the route (fixed point, constructive, lattice) | implying uniqueness or computability the proof never delivers |
| Uniqueness / comparative statics | "We show the equilibrium is unique / monotone in ..." | the order structure doing the work | asserting comparative statics outside the proved parameter region |
| Impossibility | "No mechanism satisfying A1–A3 can ..." | the exact axiom set, with tightness examples per axiom | letting readers infer a stronger informal reading than the axioms support |
| Counterexample paper | "We construct an example showing ..." | why the example overturns a folk presumption | underselling — a decisive counterexample is a JET contribution in its own right |
Show full SKILL.md (226 more words)Show less
Worked vignette: framing a mechanism-design result
Hypothetical paper: with two maxmin bidders holding a finite set of priors, the revenue-maximizing auction is a posted price. The framing pass:
- Question, theoretically posed: how does bidder ambiguity reshape optimal selling?
- Theorem sentence: "Under Assumptions 1–3 (maxmin bidders, finite prior set, independent values), we characterize the seller-optimal mechanism and show it is a posted price."
- Why it matters: it overturns the exclusion-at-the-margin logic of the Bayesian optimal auction once the common-prior assumption is dropped.
- Scope guardrail: two bidders, finite prior sets; does NOT claim the result for smooth-ambiguity preferences — say so in the abstract.
- Subfield signal: mechanism design and decision theory under ambiguity — name both, since JET routes by editor field.
Calibration: how accepted JET introductions tend to run
- Introductions commonly run a few pages: the motivating economic question opens, an informal statement of the main theorem appears early, then positioning and a roadmap. Patterns vary by subfield — calibrate against recent JET issues in your area, and confirm against the journal's current author guidelines for any formal length rules.
- The abstract stays formal and short; the introduction carries the intuition.
Anti-patterns
- An empirical-style narrative intro that buries the theorem
- Overclaiming generality the proof does not reach
- An abstract with a sweeping claim and a much narrower theorem in §3
- Selling motivation while leaving the actual statement vague
Output format
【One-line theorem】<abstract sentence>
【Why it matters】weakens/generalizes/overturns <closest result>
【Scope guardrail】holds under <conditions>; does NOT claim <X>
【Subfield】<routing area>
【Next】jet-writing-style (polish) / jet-submission© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jet 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Jet Contribution Framing this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Contributemindfold-ai/Trellis | 15k | — | ~2.7k | Automated safety check: Pass | AGPL-3.0 | |
| Contributesuperset-sh/superset | 15k | — | ~624 | Automated safety check: Pass | Custom licence | |
| Journal Of Economic Theoryfranklee16/academic-research-skills | 223 | 1 repos | ~1.5k | Automated safety check: Pass | None | |
| Contributingkortix-ai/suna | 20k | — | ~3k | Automated safety check: Warn | Custom licence | |
| Frame Titlethedaviddias/Front-End-Checklist | 74k | — | ~438 | Automated safety check: Pass | MIT |
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Questions about Jet Contribution Framing
What does Jet Contribution Framing do?
A skill your agent uses when framing the contribution of a Journal of Economic Theory (JET) paper so its theoretical advance is unmistakable — lead with the theorem, state why the result matters for…. Jet Contribution Framing is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when framing the contribution of a Journal of Economic Theory (JET) paper so its theoretical advance is unmistakable — lead with the theorem, state why the result matters for the relevant theory, and right-size the claim to exactly what the proof delivers.
When should I use Jet Contribution Framing?
Jet Contribution Framing fits situations like: framing the contribution of a Journal of Economic Theory (JET) paper so its theoretical advance is unmistakable — lead with the theorem; state why the result matters for the relevant theory; right-size the claim to exactly what the proof delivers.
How do I install Jet Contribution Framing in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jet-contribution-framing -a claude-code`. Or copy the skill folder (Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jet-contribution-framing in your project. Claude Code loads it when a task matches its description.
How do I install Jet Contribution Framing in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jet-contribution-framing -a codex`. Or copy the skill folder (Journal-of-Economic-Theory-Skills/skills/jet-contribution-framing in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jet-contribution-framing in your project. Codex loads it when a task matches its description.
Can I use Jet 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 brycewang-stanford/Awesome-Journal-Skills --skill jet-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/jet-contribution-framing, .gemini/skills/jet-contribution-framing, .github/skills/jet-contribution-framing and .opencode/skills/jet-contribution-framing in your project.
What does Jet Contribution Framing need to run?
SKILL.md names no scripts, command-line tools or credentials: Jet Contribution Framing is instructions for the agent only.
Does Jet 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 Jet 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 Jet Contribution Framing use?
Jet Contribution Framing is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Jet Contribution Framing use?
About 1.4k tokens (SKILL.md is roughly 5.6k 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 Jet Contribution Framing?
Skills that share tags, products or a category with Jet Contribution Framing: Contribute (mindfold-ai/Trellis, 15k stars), Contribute (superset-sh/superset, 15k stars), Journal Of Economic Theory (franklee16/academic-research-skills, 223 stars) and Contributing (kortix-ai/suna, 20k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jet Contribution Framing?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.