Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when building or revising the exhibits of a Journal of International Money and Finance (JIMF) manuscript so the international result is legible and respects Elsevier/finance…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jimf-tables-figures -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jimf-tables-figures --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-Money-and-Finance-Skills/skills/jimf-tables-figures .claude/skills/jimf-tables-figures && 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 "jimf-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-International-Money-and-Finance-Skills/skills/jimf-tables-figures into .claude/skills/jimf-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jimf-tables-figures", 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-Money-and-Finance-Skills/skills/jimf-tables-figuresType 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 jimf-tables-figures -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jimf-tables-figures --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-Money-and-Finance-Skills/skills/jimf-tables-figures .agents/skills/jimf-tables-figures && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jimf-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-International-Money-and-Finance-Skills/skills/jimf-tables-figures into .agents/skills/jimf-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jimf-tables-figures", 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 jimf-tables-figures -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jimf-tables-figures --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-Money-and-Finance-Skills/skills/jimf-tables-figures .cursor/skills/jimf-tables-figures && 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 "jimf-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-International-Money-and-Finance-Skills/skills/jimf-tables-figures into .cursor/skills/jimf-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jimf-tables-figures", 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-Money-and-Finance-Skills/skills/jimf-tables-figures--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 jimf-tables-figures -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jimf-tables-figures --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-Money-and-Finance-Skills/skills/jimf-tables-figures .gemini/skills/jimf-tables-figures && 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 "jimf-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-International-Money-and-Finance-Skills/skills/jimf-tables-figures into .gemini/skills/jimf-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jimf-tables-figures", 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 jimf-tables-figuresInstalls 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 jimf-tables-figures -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-Money-and-Finance-Skills/skills/jimf-tables-figures .github/skills/jimf-tables-figures && 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 "jimf-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-International-Money-and-Finance-Skills/skills/jimf-tables-figures into .github/skills/jimf-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jimf-tables-figures", 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 jimf-tables-figures -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 jimf-tables-figures --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-Money-and-Finance-Skills/skills/jimf-tables-figures .opencode/skills/jimf-tables-figures && 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 "jimf-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-International-Money-and-Finance-Skills/skills/jimf-tables-figures into .opencode/skills/jimf-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jimf-tables-figures", 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.
jimf-tables-figuresA skill your agent uses when building or revising the exhibits of a Journal of International Money and Finance (JIMF) manuscript so the international result is legible and respects Elsevier/finance…
Jimf Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building or revising the exhibits of a Journal of International Money and Finance (JIMF) manuscript so the international result is legible and respects Elsevier/finance presentation norms. Formats exhibits; it does not establish the result (jimf-identification / jimf-robustness) or write the prose.
Its SKILL.md is about 2.4k 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. 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.
6 steps, taken from the first numbered list in SKILL.md.
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.
Jimf Tables Figures loads about 2.4k tokens when it runs. Until then it costs about 82 tokens; SKILL.md has 1,168 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). 1,168 words, ~2,351 tokens.
.claude/skills/jimf-tables-figures/SKILL.md (or your agent's skills folder).JIMF is an empirical finance/macro journal, so the headline international effect should be findable in seconds and the picture of the identification should appear before the reader reaches the table. Finance house style (unlike the Econometric Society journals) permits significance stars but requires standard errors in parentheses and self-contained notes. The distinctive JIMF exhibits are the cross-country panel regression table, the high-frequency event-study / impulse-response figure, and the country-heterogeneity display.
| Exhibit | What it must show | Common failure |
|---|---|---|
| Main panel-regression table | headline coefficient, SE in parentheses, FE indicated (country/time), N, R², dep-var | 12 columns; FE structure unclear; no dep-var mean |
| Event-study / surprise figure | response over the window, CIs, the announcement at t=0, pre-window flat | no CIs; ambiguous window; overlapping events |
| Impulse response / local projection | horizon on x-axis, CI bands, units stated (bp, %) | no bands; units unstated; truncated horizon |
| Country heterogeneity | by-country or by-region coefficients (forest plot / map / scatter vs. exposure) | a pooled coefficient hiding huge dispersion |
| Pass-through table | pass-through by horizon and by invoicing/currency margin | aggregate-only; horizon collapsed |
| Robustness display | point-estimate stability across checks (coefficient plot / spec curve) | a starred wall with no through-line |
Generate exhibits from the fitted result, not by retyping numbers. Full map:
execution-with-mcp. JIMF is international macro-finance; cross-country panels + asset pricing — identification plus factor/Newey-West inference.
etable (multi-model) or did_summary_to_latex straight from the result_id.plot_from_result / enhanced_event_study_plot / event_study_table —
axis units and the SE/clustering note baked in.See a full fitted-result → exhibit chain in the JF execution walkthrough.
This skill formats and arranges; it does not establish the estimate. If the headline coefficient is still moving, fix that in jimf-identification and jimf-robustness before polishing the exhibit — a beautifully typeset table of an unstable number is wasted effort. The right sequence is: settle identification, stabilize the estimate across robustness checks, then promote the preferred specification to the headline table and build the identification figure around it. Exhibits are the last empirical step before writing, not a substitute for the analysis.
A draft's Table 5 sweeps every control combination across 14 columns, and the spillover coefficient sits in column 11 with only t-stats. The JIMF fix: promote the preferred specification to a two-panel Table 2 — Panel A the baseline (coefficient 0.42, s.e. 0.13 in parentheses, Country FE Yes, Time FE Yes, N, two-way clustered), Panel B with openness interaction — and move the sweep to the online appendix. Add Figure 1, the local-projection impulse response of EM bond spreads to the cleaned US surprise with 90% bands over a 20-day horizon, and Figure 2, a forest plot of the by-country coefficients against capital-account openness. The international effect is now visible before the table.
Several JIMF exhibits have near-canonical forms; matching them signals fluency. A high-frequency event study plots the cumulative response across a tight window with the announcement at t=0 and CI bands, and states whether the window is intraday or daily. A local-projection impulse response puts horizon on the x-axis, the response (in stated units) on the y-axis, and shaded confidence bands, with the shock normalized (per 25bp, per 1 s.d.). A country-heterogeneity forest plot shows each country/region coefficient with its CI, ordered by an interpretable covariate (openness, EM vs. AE), so dispersion and its correlate are visible at once. A pass-through table reports the cumulative coefficient at several horizons, ideally split by invoicing-currency margin. Use these forms unless you have a reason not to.
【Journal】Journal of International Money and Finance
【Skill】jimf-tables-figures
【Headline exhibit】one table carrying the estimate + FE rows + SE? [Y/N]
【FE / clustering visible】country/time FE rows + clustering in note? [Y/N]
【Identification figure】event-study / IRF / LP with CI bands + marked t=0? [Y/N]
【Heterogeneity shown】forest plot / scatter vs. exposure / map? [Y/N]
【Units / scaling】per 1% / 1 s.d. / 25bp stated? [Y/N]
【Next skill】jimf-internet-appendix© 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-International-Money-and-Finance-Skills/skills/jimf-tables-figures of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Jimf Tables Figures 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 |
|---|---|---|---|---|---|---|
| Jimf Tables Figures this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~2.4k | Automated safety check: Pass | MIT | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Last30daysmvanhorn/last30days-skill | 64k | — | ~7.9k | Automated safety check: Notes | MIT |
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
brycewang-stanford/Awesome-Journal-Skills
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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 building or revising the exhibits of a Journal of International Money and Finance (JIMF) manuscript so the international result is legible and respects Elsevier/finance…. Jimf Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building or revising the exhibits of a Journal of International Money and Finance (JIMF) manuscript so the international result is legible and respects Elsevier/finance presentation norms.
Jimf Tables Figures fits situations like: research & Science work in your project.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jimf-tables-figures -a claude-code`. Or copy the skill folder (Journal-of-International-Money-and-Finance-Skills/skills/jimf-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jimf-tables-figures in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jimf-tables-figures -a codex`. Or copy the skill folder (Journal-of-International-Money-and-Finance-Skills/skills/jimf-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jimf-tables-figures 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 jimf-tables-figures -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jimf-tables-figures, .gemini/skills/jimf-tables-figures, .github/skills/jimf-tables-figures and .opencode/skills/jimf-tables-figures in your project.
SKILL.md names no scripts, command-line tools or credentials: Jimf Tables Figures 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.
Jimf Tables Figures is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.4k tokens (SKILL.md is roughly 9.4k 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 Jimf Tables Figures: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k 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 1,231 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.