Hybrid Cloud Outboxes
getsentry/sentry
Guide for creating and maintaining outbox-based eventually consistent operations in Sentry.
A skill your agent uses when deciding what belongs in the online appendix vs.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jmcb-internet-appendix -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jmcb-internet-appendix --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-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix .claude/skills/jmcb-internet-appendix && 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 "jmcb-internet-appendix" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix into .claude/skills/jmcb-internet-appendix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jmcb-internet-appendix", 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-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendixType 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 jmcb-internet-appendix -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jmcb-internet-appendix --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-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix .agents/skills/jmcb-internet-appendix && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jmcb-internet-appendix" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix into .agents/skills/jmcb-internet-appendix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jmcb-internet-appendix", 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 jmcb-internet-appendix -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jmcb-internet-appendix --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-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix .cursor/skills/jmcb-internet-appendix && 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 "jmcb-internet-appendix" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix into .cursor/skills/jmcb-internet-appendix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jmcb-internet-appendix", 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-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix--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 jmcb-internet-appendix -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jmcb-internet-appendix --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-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix .gemini/skills/jmcb-internet-appendix && 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 "jmcb-internet-appendix" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix into .gemini/skills/jmcb-internet-appendix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jmcb-internet-appendix", 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 jmcb-internet-appendixInstalls 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 jmcb-internet-appendix -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-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix .github/skills/jmcb-internet-appendix && 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 "jmcb-internet-appendix" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix into .github/skills/jmcb-internet-appendix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jmcb-internet-appendix", 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 jmcb-internet-appendix -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 jmcb-internet-appendix --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-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix .opencode/skills/jmcb-internet-appendix && 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 "jmcb-internet-appendix" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Money-Credit-and-Banking-Skills/skills/jmcb-internet-appendix into .opencode/skills/jmcb-internet-appendix/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jmcb-internet-appendix", 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.
jmcb-internet-appendixA 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. 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.
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
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.
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.
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.
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 965 words, ~1,846 tokens.
.claude/skills/jmcb-internet-appendix/SKILL.md (or your agent's skills folder).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.
| Material | Main text | Online 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 handling | brief note | ✓ full |
| Additional sample splits and heterogeneity cuts | key cut | ✓ rest |
| Estimation diagnostics (convergence, multi-start, Monte Carlo recovery) | one line | ✓ |
A well-organized appendix earns goodwill; a sprawling one frustrates the referee who has to mine it.
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.
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.
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.
【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
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
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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Jmcb Internet Appendix this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Hybrid Cloud Outboxesgetsentry/sentry | 46k | — | ~4.8k | Automated safety check: Pass | Custom licence | |
| Replicate Video AdJingyi-Wu-Richael/replicate-video-ad | 107 | 1 repos | ~1.6k | Automated safety check: Pass | None | |
| Sea Orm 2FlyinPancake/yoink | 112 | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | |
| Pixel Perfect ReplicationYu-369/VibeCurb | 979 | — | ~8.7k | Automated safety check: Pass | MIT | |
| Horse Database PoolingHashLoad/horse | 1.4k | — | ~1.4k | Automated safety check: Pass | MIT |
getsentry/sentry
Guide for creating and maintaining outbox-based eventually consistent operations in Sentry.
Jingyi-Wu-Richael/replicate-video-ad
Analyze a reference video frame by frame and turn its visual grammar, story beats, dialogue, product reveal, proof sequence, and conversion structure into a production-ready ecommerce story-ad…
FlyinPancake/yoink
Expert guidance for SeaORM 2.0, Rust's async ORM with strongly-typed columns, nested ActiveModels, Entity Loader API, and entity-first workflow.
Yu-369/VibeCurb
Image-to-code replication pipeline. An agent skill from Yu-369/VibeCurb.
HashLoad/horse
Guide for setting up thread-safe database connection pooling (FireDAC / UniDAC) in multithreaded Horse applications.
redis/agent-skills
Redis Cluster and replication guidance covering hash tags for multi-key operations, avoiding CROSSSLOT errors, and reading from replicas to scale read-heavy workloads.
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
Categories
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.
Jmcb Internet Appendix fits situations like: deciding what belongs in the online appendix vs; tasks that involve Database administration.
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.
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.
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.
SKILL.md names no scripts, command-line tools or credentials: Jmcb Internet Appendix is instructions for the agent only.
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.
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.
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.
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.
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.
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.