Agent skill

Jmcb Internet Appendix

by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when deciding what belongs in the online appendix vs.

MITAuto-check passedDatabases

Install Jmcb Internet Appendix

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jmcb-internet-appendix -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jmcb-internet-appendix --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/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Journal-of-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix .claude/skills/jmcb-internet-appendix && 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
jmcb-internet-appendix
GitHub stars
1.2k
Token cost
~1.8k tokens
SKILL.md length
965 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when deciding what belongs in the online appendix vs.

  • Deciding what belongs in the online appendix vs
  • SKILL.md covers When to trigger, The JMCB appendix logic, What goes where and Replication and data path, plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Tasks that involve Database administration

What it does

Jmcb Internet Appendix is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding what belongs in the online appendix vs. the 40-page main text for a Journal of Money, Credit and Banking (JMCB) manuscript, and how to keep the core self-contained. Organizes the supporting layer and the replication path; it does not generate new analysis or prose.

Its SKILL.md is about 1.8k 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: 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

  • Deciding what belongs in the online appendix vs
  • Tasks that involve Database administration

Example prompts

  • “/jmcb-internet-appendix”

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

Jmcb Internet Appendix loads about 1.8k tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 965 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~77
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

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). 965 words, ~1,846 tokens.

Download SKILL.mdSave it as .claude/skills/jmcb-internet-appendix/SKILL.md (or your agent's skills folder).
name
jmcb-internet-appendix
description
Use when deciding what belongs in the online appendix vs. the 40-page main text for a Journal of Money, Credit and Banking (JMCB) manuscript, and how to keep the core self-contained. Organizes the supporting layer and the replication path; it does not generate new analysis or prose.

Online Appendix (jmcb-internet-appendix)

When to trigger

  • The main text is over the recommended 40 pages and material must move out without losing the argument
  • Derivations, extra robustness, or data-construction detail are crowding the core narrative
  • A referee will want to verify a step (a proof, a series construction) that does not belong in the body
  • The replication/data question is unresolved and restricted bank/central-bank data complicate it
  • The appendix has grown into a second paper with no map back to the main claims

The JMCB appendix logic

JMCB explicitly excludes the online appendix from the recommended 40-page limit (检索于 2026-06;以官网为准), which makes the appendix the pressure valve for a tight main text — but the journal's replication heritage means the appendix is also where verifiability lives. The discipline is twofold: the main text must remain self-contained (a reader who never opens the appendix still believes the result), and the appendix must map cleanly back (every appendix table answers a question the main text raised). Material that is load-bearing for the headline belongs in the body; material that supports or verifies belongs in the appendix.

What goes where

MaterialMain textOnline appendix
Headline IRF / table / counterfactual✓
The 3–4 load-bearing robustness checks✓
Model derivations, proofs, full FOCs✓
Full robustness battery (alternative orderings, windows, definitions)summary row✓ full set
Data construction detail, variable crosswalks, M&A handlingbrief note✓ full
Additional sample splits and heterogeneity cutskey cut✓ rest
Estimation diagnostics (convergence, multi-start, Monte Carlo recovery)one line✓

Replication and data path

  • State the data/code plan early. Given JMCB's archive history, referees expect a clear answer on what will be deposited.
  • Restricted data: if bank/central-bank/supervisory data cannot be shared, request a data exemption at submission (检索于 2026-06;以官网为准) and document the access path (RDC, central-bank data room, register) so a replicator could in principle obtain it.
  • What the package can contain: code, constructed-variable definitions, crosswalks, and any non-restricted inputs; state explicitly what is withheld and why.
  • Keep a table-by-table map from each appendix exhibit to the main-text claim it supports.

Structuring the appendix so referees use it

A well-organized appendix earns goodwill; a sprawling one frustrates the referee who has to mine it.

  • Mirror the main-text order. Appendix Section B.3 should support main-text Section 3; a referee checking a claim should find its backup by section number, not by searching.
  • Self-label every exhibit. Each appendix table/figure repeats the shock, units, sample, and specification — a referee opens the appendix out of order and must not have to flip back to decode it.
  • Lead each appendix section with one sentence stating which main-text claim it supports and what threat it addresses.
  • Keep proofs complete but signposted — state the proposition in the body, give the full proof in the appendix, and cross-reference both ways.

The replication question is a JMCB litmus test

Because JMCB's own archive history is part of the field's collective memory about reproducibility, treat the data/code plan as a first-class deliverable, not an afterthought. Decide, before submission, exactly which inputs are public (Call Reports, Y-9C, FRED/ALFRED vintages) and which are restricted, and write the access path for the restricted ones (RDC, central-bank data room, credit register, with the application route). If a step in the construction is non-obvious — a splice across a regime break, an M&A crosswalk, a winsorization rule — it belongs in the appendix in enough detail to rebuild. A referee who can see exactly how to reproduce the public part and exactly how to request the restricted part is far more likely to trust the result.

Show full SKILL.md (383 more words)Show less

Checklist

  • Main text is self-contained: the result holds for a reader who never opens the appendix
  • Every appendix section maps back to a specific main-text question or claim
  • Load-bearing checks stayed in the body; only supporting/verifying material moved out
  • Proofs/derivations and full robustness batteries are in the appendix, summarized in text
  • Data construction, crosswalks, and M&A handling documented in the appendix
  • Replication plan stated; data-exemption request prepared if data are restricted
  • The appendix has not become a second, unrefereed paper

Anti-patterns

  • The main text leaning on an appendix result the reader must fetch to believe the headline
  • An appendix that sprawls with no map back, so referees cannot tell what each table is for
  • Hiding a fragile or failed check in the appendix instead of reporting it in the body
  • Treating the appendix as unlimited and dumping every specification ever run
  • Silence on restricted data — no exemption request, no access path, no statement of what is withheld
  • Putting the proof of a key result only in the appendix, leaving the body non-self-contained

The appendix is not a hiding place

Authors sometimes use the appendix to bury a check that did not go their way. JMCB referees read the appendix precisely to find what the body omits, so a failed or weakened result discovered there reads far worse than one reported honestly in the main text. The rule: if a result qualifies the headline, it belongs in the body with interpretation; the appendix is for material that supports or verifies, never for material that quietly contradicts. Transparency in the body, depth in the appendix.

Worked vignette (illustrative)

A monetary-transmission paper runs 18 robustness specifications and a 12-page model derivation, blowing past the 40-page recommendation. The fix: keep the headline IRF, the heterogeneity-by-capital cut, and the two checks that defuse the shock-contamination and demand objections in the body (under the page cap), and move the full derivation, the other 16 robustness runs, the RSSD merger crosswalk, and the convergence diagnostics to the online appendix — each section opening with one sentence tying it to a main-text claim. The body is now self-contained at ~38 pages, and a referee can verify any step by appendix section number. The data section states which inputs are public and documents the supervisory-panel access path for the restricted one.

Output format

text
【Journal】Journal of Money, Credit and Banking
【Skill】jmcb-internet-appendix
【Self-contained?】main text holds without the appendix? [Y/N]
【Moved to appendix】derivations / full robustness / data construction / extra cuts
【Stayed in body】headline + load-bearing checks
【Appendix→main map】each appendix table tied to a main-text claim? [Y/N]
【Replication plan】code/data deposit; data-exemption + access path if restricted
【Next skill】jmcb-writing-style

© 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-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Jmcb Internet Appendix 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.

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Sea Orm 2FlyinPancake/yoink112—~2.9kAutomated safety check: PassApache-2.0
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Horse Database PoolingHashLoad/horse1.4k—~1.4kAutomated safety check: PassMIT

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Categories

Questions about Jmcb Internet Appendix

What does Jmcb Internet Appendix do?

A skill your agent uses when deciding what belongs in the online appendix vs. Jmcb Internet Appendix is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding what belongs in the online appendix vs.

When should I use Jmcb Internet Appendix?

Jmcb Internet Appendix fits situations like: deciding what belongs in the online appendix vs; tasks that involve Database administration.

How do I install Jmcb Internet Appendix in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jmcb-internet-appendix -a claude-code`. Or copy the skill folder (Journal-of-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jmcb-internet-appendix in your project. Claude Code loads it when a task matches its description.

How do I install Jmcb Internet Appendix in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jmcb-internet-appendix -a codex`. Or copy the skill folder (Journal-of-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jmcb-internet-appendix in your project. Codex loads it when a task matches its description.

Can I use Jmcb Internet Appendix 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 jmcb-internet-appendix -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jmcb-internet-appendix, .gemini/skills/jmcb-internet-appendix, .github/skills/jmcb-internet-appendix and .opencode/skills/jmcb-internet-appendix in your project.

What does Jmcb Internet Appendix need to run?

SKILL.md names no scripts, command-line tools or credentials: Jmcb Internet Appendix is instructions for the agent only.

Does Jmcb Internet Appendix 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 Jmcb Internet Appendix 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 Jmcb Internet Appendix use?

Jmcb Internet Appendix 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 Jmcb Internet Appendix use?

About 1.8k tokens (SKILL.md is roughly 7.4k 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 Jmcb Internet Appendix?

Skills that share tags, products or a category with Jmcb Internet Appendix: Hybrid Cloud Outboxes (getsentry/sentry, 46k stars), Replicate Video Ad (Jingyi-Wu-Richael/replicate-video-ad, 107 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 Jmcb Internet Appendix?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,219 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.