Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
A skill your agent uses when planning an R&R response letter for the Journal of Financial Intermediation (JFI) — single-blind review where referees know you, often a small number of expert reports…
Install Jfi Rebuttal
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-rebuttal -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-rebuttal --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-Financial-Intermediation-Skills/skills/jfi-rebuttal .claude/skills/jfi-rebuttal && 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 "jfi-rebuttal" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-rebuttal into .claude/skills/jfi-rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-rebuttal", 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-Financial-Intermediation-Skills/skills/jfi-rebuttalType 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 jfi-rebuttal -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-rebuttal --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-Financial-Intermediation-Skills/skills/jfi-rebuttal .agents/skills/jfi-rebuttal && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jfi-rebuttal" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-rebuttal into .agents/skills/jfi-rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-rebuttal", 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 jfi-rebuttal -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-rebuttal --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-Financial-Intermediation-Skills/skills/jfi-rebuttal .cursor/skills/jfi-rebuttal && 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 "jfi-rebuttal" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-rebuttal into .cursor/skills/jfi-rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-rebuttal", 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-Financial-Intermediation-Skills/skills/jfi-rebuttal--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 jfi-rebuttal -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfi-rebuttal --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-Financial-Intermediation-Skills/skills/jfi-rebuttal .gemini/skills/jfi-rebuttal && 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 "jfi-rebuttal" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-rebuttal into .gemini/skills/jfi-rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-rebuttal", 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 jfi-rebuttalInstalls 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 jfi-rebuttal -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-Financial-Intermediation-Skills/skills/jfi-rebuttal .github/skills/jfi-rebuttal && 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 "jfi-rebuttal" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-rebuttal into .github/skills/jfi-rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-rebuttal", 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 jfi-rebuttal -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 jfi-rebuttal --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-Financial-Intermediation-Skills/skills/jfi-rebuttal .opencode/skills/jfi-rebuttal && 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 "jfi-rebuttal" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-Intermediation-Skills/skills/jfi-rebuttal into .opencode/skills/jfi-rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfi-rebuttal", 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
jfi-rebuttal- GitHub stars
- 1.2k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 590 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when planning an R&R response letter for the Journal of Financial Intermediation (JFI) — single-blind review where referees know you, often a small number of expert reports…
- Works in 4 steps: Cover note to the Managing Editor —… → Point-by-point replies — quote each… → Summary-of-changes table — comment →… → …
- Planning an R&R response letter for the Journal of Financial Intermediation (JFI) — single-blind review where referees know you
- SKILL.md covers When to trigger, JFI-specific posture (verified…, Response-letter structure and Empirical vs. theory rebuttals, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jfi Rebuttal is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when planning an R&R response letter for the Journal of Financial Intermediation (JFI) — single-blind review where referees know you, often a small number of expert reports, a narrow appeal path, and pushback centered on the intermediation channel. It structures the response; it does not fabricate results.
Its SKILL.md is about 1.2k 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 Research & Science, covering Peer review. 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
- Planning an R&R response letter for the Journal of Financial Intermediation (JFI) — single-blind review where referees know you
- Often a small number of expert reports
- A narrow appeal path
- Pushback centered on the intermediation channel
Example prompts
- “/jfi-rebuttal”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Cover note to the Managing Editor — summarize the 2–4 substantive changes and how the paper is now
- Point-by-point replies — quote each referee comment, then respond
- Summary-of-changes table — comment → change → location.
- Clean revised manuscript plus a tracked-changes copy.
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
Jfi Rebuttal loads about 1.2k tokens when it runs. Until then it costs about 81 tokens; SKILL.md has 590 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). 590 words, ~1,235 tokens.
Download SKILL.mdSave it as
.claude/skills/jfi-rebuttal/SKILL.md (or your agent's skills folder).- name
- jfi-rebuttal
- description
- Use when planning an R&R response letter for the Journal of Financial Intermediation (JFI) — single-blind review where referees know you, often a small number of expert reports, a narrow appeal path, and pushback centered on the intermediation channel. It structures the response; it does not fabricate results.
R&R Rebuttal Strategy (jfi-rebuttal)
When to trigger
- You received an R&R or a reject-with-encouragement and must reply to referees and the Managing Editor
- War-gaming likely objections before submitting (pre-mortem)
JFI-specific posture (verified 2026-06-20; re-confirm on the official page)
- Review is single-anonymized (single-blind) — referees know who you are, so tone matters and gratuitous self-defense reads poorly.
- A paper may rest on a minimum of one expert reviewer, so a single decisive report can shape the outcome; treat each point as potentially pivotal.
- A formal appeal may be possible under Elsevier's appeal policy, but only one appeal per submission is considered and the appeal decision is final. The response letter is still your main instrument; make it count rather than relying on later escalation.
- The reviewer is a banking / financial-intermediation specialist — answer in the field's terms (identification of the intermediary mechanism, sample/bank-panel construction, robustness), not generic prose.
Response-letter structure
- Cover note to the Managing Editor — summarize the 2–4 substantive changes and how the paper is now stronger; keep it short.
- Point-by-point replies — quote each referee comment, then respond:
- Agree + did it: state the change and the new exhibit/section/line number.
- Agree in part: scope the change; explain the boundary.
- Respectfully disagree: give evidence (a robustness table, a derivation, a citation), never just assertion.
- Summary-of-changes table — comment → change → location.
- Clean revised manuscript plus a tracked-changes copy.
Empirical vs. theory rebuttals
- Empirical (bank/loan-panel): answer endogeneity/selection challenges with a sharper design, a placebo, an alternative sample, or a clustering/inference fix — not hand-waving (see jfi-identification-strategy, jfi-data-analysis).
- Theory: address generality and assumption objections by stating which results survive a relaxed assumption, adding a proposition or a numerical example, or clarifying the proof step questioned.
Pushback patterns a JFI referee runs, and the credible fix
| Referee line | What it really asks | The JFI-credible fix |
|---|---|---|
| "Demand, not supply" | Does the effect survive within-firm absorption? | Report the firm×time-FE estimate; reconcile the gap with OLS as sorting |
| "The mechanism could be X, not intermediation" | Separate the channels | Heterogeneity by bank capital, relationship intensity, or borrower switchability |
| "One country, one register" | External validity | Frame the register as a laboratory; cite cross-register replications; hedge the claim's scope |
| "The model is a knife-edge case" | Generality | Add a proposition stating which results survive relaxed assumptions, and which do not |
| "Magnitudes look implausible" | Economic size | Convert to aggregate credit terms; benchmark against the lending-channel literature's range |
Show full SKILL.md (197 more words)Show less
A worked reply on the supply–demand point (illustrative)
"The referee asks whether borrower demand drives Table 4. We now estimate the specification with firm×time fixed effects on the multi-bank subsample (new Table 5): the coefficient falls from −3.0 to −2.1 (s.e. 0.6) but remains significant, and new Section 5.2 shows single-bank firms exhibit the same exposure gradient in real outcomes. We interpret the one-third attenuation as borrower–bank sorting, now discussed on p. 14." Quote, evidence, exact location — no rhetoric, no re-litigation of the question. Because the appeal path is narrow, prioritize the one or two comments that decide the paper's fate (usually the identification challenge) and give them new exhibits, not the longest prose. When a referee proposes an intermediation interpretation you had not considered, test it rather than dismissing it — at this venue, an added heterogeneity cut often converts a skeptic into an advocate.
Anti-patterns
- A defensive tone toward a referee who knows your identity
- Promising changes without making them, or burying them where the referee cannot find them
- Treating a single referee's point as ignorable — it may be decisive
- Banking on a later appeal instead of making the revised manuscript and response decisive
Output format
【Editor note】2–4 line summary of substantive changes
【Replies】per comment: agree-did / agree-part / disagree-with-evidence
【Changes table】comment → change → location
【Files】clean + tracked-changes manuscript staged© 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-Financial-Intermediation-Skills/skills/jfi-rebuttal of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jfi Rebuttal 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 |
|---|---|---|---|---|---|---|
| Jfi Rebuttal this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Peer Reviewspacering-net/codeg | 3.9k | 17 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Scholar Evaluationspacering-net/codeg | 3.9k | 11 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence | |
| Academic Paper ReviewerImbad0202/academic-research-skills | 51k | — | ~11k | Automated safety check: Pass | Custom licence | |
| Peer ReviewK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.1k | Automated safety check: Notes | MIT |
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Peer Review
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Categories
Questions about Jfi Rebuttal
What does Jfi Rebuttal do?
A skill your agent uses when planning an R&R response letter for the Journal of Financial Intermediation (JFI) — single-blind review where referees know you, often a small number of expert reports…. Jfi Rebuttal is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when planning an R&R response letter for the Journal of Financial Intermediation (JFI) — single-blind review where referees know you, often a small number of expert reports, a narrow appeal path, and pushback centered on the intermediation channel.
When should I use Jfi Rebuttal?
Jfi Rebuttal fits situations like: planning an R&R response letter for the Journal of Financial Intermediation (JFI) — single-blind review where referees know you; often a small number of expert reports; A narrow appeal path; pushback centered on the intermediation channel.
How do I install Jfi Rebuttal in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-rebuttal -a claude-code`. Or copy the skill folder (Journal-of-Financial-Intermediation-Skills/skills/jfi-rebuttal in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jfi-rebuttal in your project. Claude Code loads it when a task matches its description.
How do I install Jfi Rebuttal in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfi-rebuttal -a codex`. Or copy the skill folder (Journal-of-Financial-Intermediation-Skills/skills/jfi-rebuttal in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jfi-rebuttal in your project. Codex loads it when a task matches its description.
Can I use Jfi Rebuttal 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 jfi-rebuttal -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jfi-rebuttal, .gemini/skills/jfi-rebuttal, .github/skills/jfi-rebuttal and .opencode/skills/jfi-rebuttal in your project.
What does Jfi Rebuttal need to run?
SKILL.md names no scripts, command-line tools or credentials: Jfi Rebuttal is instructions for the agent only.
Does Jfi Rebuttal 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 Jfi Rebuttal 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 Jfi Rebuttal use?
Jfi Rebuttal 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 Jfi Rebuttal use?
About 1.2k tokens (SKILL.md is roughly 4.9k 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 Jfi Rebuttal?
Skills that share tags, products or a category with Jfi Rebuttal: Peer Review (spacering-net/codeg, 3.9k stars), Scholar Evaluation (spacering-net/codeg, 3.9k stars), Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars) and Academic Paper Reviewer (Imbad0202/academic-research-skills, 51k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jfi Rebuttal?
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.