Avoid AI Writing
conorbronsdon/avoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms").
Agent skill
Jim Contribution Framing
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when articulating what a Journal of International Marketing (JIM) manuscript contributes — converting results into theory advances for international marketing and decisions…
Install Jim Contribution Framing
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jim-contribution-framing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jim-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-International-Marketing-Skills/skills/jim-contribution-framing .claude/skills/jim-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 "jim-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-International-Marketing-Skills/skills/jim-contribution-framing into .claude/skills/jim-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jim-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-International-Marketing-Skills/skills/jim-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 jim-contribution-framing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jim-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-International-Marketing-Skills/skills/jim-contribution-framing .agents/skills/jim-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 "jim-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-International-Marketing-Skills/skills/jim-contribution-framing into .agents/skills/jim-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jim-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 jim-contribution-framing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jim-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-International-Marketing-Skills/skills/jim-contribution-framing .cursor/skills/jim-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 "jim-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-International-Marketing-Skills/skills/jim-contribution-framing into .cursor/skills/jim-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jim-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-International-Marketing-Skills/skills/jim-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 jim-contribution-framing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jim-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-International-Marketing-Skills/skills/jim-contribution-framing .gemini/skills/jim-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 "jim-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-International-Marketing-Skills/skills/jim-contribution-framing into .gemini/skills/jim-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jim-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 jim-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 jim-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-International-Marketing-Skills/skills/jim-contribution-framing .github/skills/jim-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 "jim-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-International-Marketing-Skills/skills/jim-contribution-framing into .github/skills/jim-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jim-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 jim-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 jim-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-International-Marketing-Skills/skills/jim-contribution-framing .opencode/skills/jim-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 "jim-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-International-Marketing-Skills/skills/jim-contribution-framing into .opencode/skills/jim-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jim-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
jim-contribution-framing- GitHub stars
- 1.2k
- Token cost
- ~1.5k tokens
- SKILL.md length
- 718 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when articulating what a Journal of International Marketing (JIM) manuscript contributes — converting results into theory advances for international marketing and decisions…
- Works in 2 steps: Theory bar: the international dimension… → Managerial bar: a decision rule for…
- Defending against the context extension verdict
- SKILL.md covers When to trigger, JIM's double gate, Write the contribution ledger… and Phrase the country conditions…, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jim Contribution Framing is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when articulating what a Journal of International Marketing (JIM) manuscript contributes — converting results into theory advances for international marketing and decisions for border-crossing managers, and defending against the "context extension" verdict. It frames the payoff; jim-writing-style polishes the prose.
Its SKILL.md is about 1.5k 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 Writing & Content, covering Brand voice and tone. 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
- Defending against the context extension verdict
- Tasks that involve Brand voice and tone
Example prompts
- “context extension”
- “/jim-contribution-framing”
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Theory bar: the international dimension must have changed the theory. After your study, what do we now understand about the mechanism that…
- Managerial bar: a decision rule for firms operating across borders. JIM's founding mission (and the criterion behind its Cavusgil Award)…
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
Jim Contribution Framing loads about 1.5k tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 718 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). 718 words, ~1,503 tokens.
Download SKILL.mdSave it as
.claude/skills/jim-contribution-framing/SKILL.md (or your agent's skills folder).- name
- jim-contribution-framing
- description
- Use when articulating what a Journal of International Marketing (JIM) manuscript contributes — converting results into theory advances for international marketing and decisions for border-crossing managers, and defending against the "context extension" verdict. It frames the payoff; jim-writing-style polishes the prose.
Contribution Framing (jim-contribution-framing)
When to trigger
- The findings are solid but the contribution paragraphs read as a results summary
- Someone on the team describes the paper as "X, but international"
- The implications section advises managers to "consider cultural differences"
- An Insight-format submission (<4,000 words) must justify itself on one finding
JIM's double gate
A JIM contribution has to clear two bars at once, and the first is the journal's signature:
- Theory bar: the international dimension must have changed the theory. After your study, what do we now understand about the mechanism that a purely domestic research program could never have revealed? Acceptable shapes: a boundary condition that redraws where a "universal" mechanism holds; a reconciliation of conflicting country-specific findings via a theorized moderator; a construct or mechanism that only exists across borders (globalness perceptions, psychic distance, export capabilities). If the honest answer is "the theory survived intact in more countries," you have a robustness note, not a JIM contribution — return to
jim-theory-development. - Managerial bar: a decision rule for firms operating across borders. JIM's founding mission (and the criterion behind its Cavusgil Award) is advancing international marketing practice. The implication must name the decision — enter or wait, standardize or adapt, which appeal in which market profile, how to allocate across subsidiaries — and attach the magnitude and the country conditions under which it holds.
Write the contribution ledger before the discussion section
| Finding | What it changes in theory | Whose decision it changes | Under which country conditions |
|---|---|---|---|
| (each headline result) | the stream + the specific revision | CMO / export manager / brand manager / platform seller | dimension profile, not country names |
Rows with an empty theory cell are results, not contributions; rows with an empty decision cell are academic trivia by JIM's standards. Two or three complete rows beat six padded ones.
Phrase the country conditions as profiles, not passports
The generalization engine of a JIM paper is the dimension, not the sampled countries. Frame implications as "in markets with weak contract institutions and high collectivism…" rather than "in Vietnam…" — this converts a two-country study into guidance for the dozens of unsampled markets that share the profile, and it is the honest scope of what the design identified. State the boundary of the license too: which profiles the data cannot speak to.
Show full SKILL.md (341 more words)Show less
Defenses against the standard verdicts
- "Context extension." Show the theory-revision cell of the ledger: name the prediction that failed, the boundary that moved, or the inconsistency that resolved. If reviewers can delete the theory section without losing the results, the framing has not done this.
- "Managerial implications are generic." Ban sentences convertible to any paper ("managers should be aware of culture"). Each implication needs an actor, an action, a magnitude, and a condition.
- "Why should domestic-marketing scholars care?" One paragraph exporting the insight back: what the cross-national evidence reveals about the mechanism everywhere (e.g., the domestic effect was a special case of a broader institutional contingency).
- "The finding is obvious." Show the counterfactual prediction a reasonable scholar would have made from the domestic canon — and that your data reject it.
Insight papers
JIM's short format (under 4,000 words, all inclusive; expedited review — re-check current terms on the AMA guidelines page) trades depth for one sharp, decision-relevant finding. The framing discipline tightens: a single ledger row, stated in the first paragraph, with the managerial decision rule as the headline and theory positioned in two paragraphs at most. Do not compress a rejected full paper into the format; the genre is different, not smaller.
Checklist
- Ledger complete: every claimed contribution has theory cell + decision cell + condition cell
- The international dimension demonstrably changed the theory (not just the sample)
- Implications phrased as dimension profiles with named actors, actions, magnitudes
- Scope boundary stated: which market profiles the design cannot license
- The "export back to domestic theory" paragraph drafted
- Contribution claims match what the invariance evidence licenses (no mean-difference claims without scalar support)
- Insight submissions carry exactly one ledger row, stated up front
Anti-patterns
- "We extend X to the international context" as the lead contribution sentence
- Managerial implications that name no actor, no action, no number, and no condition
- Generalizing from two sampled countries to "global markets" without dimension-profile framing
- Contribution inflation: five bullets restating one finding
- Claiming a cross-national theory contribution the invariance results quietly revoked
- Advice managers already follow, presented as news
Output format
【Theory advance】the mechanism revision only cross-border evidence could reveal
【Ledger】N complete rows (finding → theory → decision → condition)
【Managerial rule】actor + action + magnitude + market profile
【Scope】profiles licensed / profiles excluded
【Export back】one-line implication for domestic marketing theory
【Format】full paper / Insight (<4,000 words)
【Next skill】jim-tables-figures© 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-International-Marketing-Skills/skills/jim-contribution-framing of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jim 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 |
|---|---|---|---|---|---|---|
| Jim Contribution Framing this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Avoid AI Writingconorbronsdon/avoid-ai-writing | 4.9k | 3 repos | ~8.1k | Automated safety check: Pass | MIT | |
| BrandOhh-889/skyroc | 795 | 13 repos | ~733 | Automated safety check: Pass | MIT | |
| Khazix WeChat Article WriterKKKKhazix/khazix-skills | 21k | 1 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Writing Guidelinesvercel-labs/agent-skills | 32k | 7 repos | ~309 | Automated safety check: Pass | None | |
| Unslop AI Writing Cleanuptheclaymethod/unslop | 518 | — | ~1.7k | Automated safety check: Pass | MIT |
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Questions about Jim Contribution Framing
What does Jim Contribution Framing do?
A skill your agent uses when articulating what a Journal of International Marketing (JIM) manuscript contributes — converting results into theory advances for international marketing and decisions…. Jim Contribution Framing is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when articulating what a Journal of International Marketing (JIM) manuscript contributes — converting results into theory advances for international marketing and decisions for border-crossing managers, and defending against the "context extension" verdict.
When should I use Jim Contribution Framing?
Jim Contribution Framing fits situations like: defending against the context extension verdict; tasks that involve Brand voice and tone.
How do I install Jim Contribution Framing in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jim-contribution-framing -a claude-code`. Or copy the skill folder (Journal-of-International-Marketing-Skills/skills/jim-contribution-framing in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jim-contribution-framing in your project. Claude Code loads it when a task matches its description.
How do I install Jim Contribution Framing in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jim-contribution-framing -a codex`. Or copy the skill folder (Journal-of-International-Marketing-Skills/skills/jim-contribution-framing in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jim-contribution-framing in your project. Codex loads it when a task matches its description.
Can I use Jim 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 jim-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/jim-contribution-framing, .gemini/skills/jim-contribution-framing, .github/skills/jim-contribution-framing and .opencode/skills/jim-contribution-framing in your project.
What does Jim Contribution Framing need to run?
SKILL.md names no scripts, command-line tools or credentials: Jim Contribution Framing is instructions for the agent only.
Does Jim 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 Jim 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 Jim Contribution Framing use?
Jim 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 Jim Contribution Framing use?
About 1.5k tokens (SKILL.md is roughly 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 Jim Contribution Framing?
Skills that share tags, products or a category with Jim Contribution Framing: Avoid AI Writing (conorbronsdon/avoid-ai-writing, 4.9k stars), Brand (Ohh-889/skyroc, 795 stars), Khazix WeChat Article Writer (KKKKhazix/khazix-skills, 21k stars) and Writing Guidelines (vercel-labs/agent-skills, 32k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jim 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.