Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when designing tables and figures for a Comparative Political Studies (CPS) manuscript so each exhibit is self-contained, comparative-legible, and SAGE-ready.
Install Cps Tables Figures
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cps-tables-figures -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills cps-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/Comparative-Political-Studies-Skills/skills/cps-tables-figures .claude/skills/cps-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 "cps-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Comparative-Political-Studies-Skills/skills/cps-tables-figures into .claude/skills/cps-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cps-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/Comparative-Political-Studies-Skills/skills/cps-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 cps-tables-figures -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills cps-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/Comparative-Political-Studies-Skills/skills/cps-tables-figures .agents/skills/cps-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 "cps-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Comparative-Political-Studies-Skills/skills/cps-tables-figures into .agents/skills/cps-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cps-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 cps-tables-figures -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills cps-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/Comparative-Political-Studies-Skills/skills/cps-tables-figures .cursor/skills/cps-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 "cps-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Comparative-Political-Studies-Skills/skills/cps-tables-figures into .cursor/skills/cps-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cps-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 Comparative-Political-Studies-Skills/skills/cps-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 cps-tables-figures -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills cps-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/Comparative-Political-Studies-Skills/skills/cps-tables-figures .gemini/skills/cps-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 "cps-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Comparative-Political-Studies-Skills/skills/cps-tables-figures into .gemini/skills/cps-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cps-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 cps-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 cps-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/Comparative-Political-Studies-Skills/skills/cps-tables-figures .github/skills/cps-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 "cps-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Comparative-Political-Studies-Skills/skills/cps-tables-figures into .github/skills/cps-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cps-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 cps-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 cps-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/Comparative-Political-Studies-Skills/skills/cps-tables-figures .opencode/skills/cps-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 "cps-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Comparative-Political-Studies-Skills/skills/cps-tables-figures into .opencode/skills/cps-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cps-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.
Facts
- Skill name
cps-tables-figures- GitHub stars
- 1.2k
- Token cost
- ~1.3k tokens
- SKILL.md length
- 580 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when designing tables and figures for a Comparative Political Studies (CPS) manuscript so each exhibit is self-contained, comparative-legible, and SAGE-ready.
- Works in 4 steps: One main figure that is the finding. For… → A clean main results table with the… → A comparative descriptive exhibit… → …
- Designing tables and figures for a Comparative Political Studies (CPS) manuscript so each exhibit is self-contained
- SKILL.md covers When to trigger, Exhibit priorities (in order), Make every exhibit… and Comparative-specific exhibit…, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Cps Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when designing tables and figures for a Comparative Political Studies (CPS) manuscript so each exhibit is self-contained, comparative-legible, and SAGE-ready. Improves the exhibits; it does not run the analysis or set the data policy.
Its SKILL.md is about 1.3k 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.
When your agent uses it
- Designing tables and figures for a Comparative Political Studies (CPS) manuscript so each exhibit is self-contained
- Comparative-legible
Example prompts
- “/cps-tables-figures”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- One main figure that is the finding. For most CPS papers this is a coefficient/forest plot, an
- A clean main results table with the headline specification and the key robustness columns only;
- A comparative descriptive exhibit showing the cross-case or over-time variation the design
- A balance / first-stage / pre-trends exhibit appropriate to the design.
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
Cps Tables Figures loads about 1.3k tokens when it runs. Until then it costs about 64 tokens; SKILL.md has 580 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). 580 words, ~1,329 tokens.
Download SKILL.mdSave it as
.claude/skills/cps-tables-figures/SKILL.md (or your agent's skills folder).- name
- cps-tables-figures
- description
- Use when designing tables and figures for a Comparative Political Studies (CPS) manuscript so each exhibit is self-contained, comparative-legible, and SAGE-ready. Improves the exhibits; it does not run the analysis or set the data policy.
Tables & Figures (cps-tables-figures)
CPS exhibits must carry the comparative argument on their own. A reviewer should grasp the cross-case or over-time story from the figure and its caption without hunting through the text. Because references, tables, and figures do not count toward the CPS word limit, exhibits are where you spend space — but only if each one earns its place.
When to trigger
- Building or revising the main-text tables and figures
- A reviewer found exhibits unreadable, over-stuffed, or not self-contained
- Deciding which exhibits belong in the paper vs. the supplementary/online appendix
- Preparing figures for SAGE production (color, resolution, grayscale legibility)
Exhibit priorities (in order)
- One main figure that is the finding. For most CPS papers this is a coefficient/forest plot, an event-study plot around a reform, an RD plot, or a marginal-effects/predicted-probability plot — not a wall of regression coefficients.
- A clean main results table with the headline specification and the key robustness columns only; push the full grid to the appendix.
- A comparative descriptive exhibit showing the cross-case or over-time variation the design exploits (so the reader sees the leverage).
- A balance / first-stage / pre-trends exhibit appropriate to the design.
Make every exhibit self-contained
- Title + caption state what is shown, the unit, the sample, and the comparison — readable alone.
- Notes give: estimator, fixed effects, clustering level, N (units and observations), and what the error bars are (CI level). For comparative panels, state the countries and the period.
- Units and scales labelled in substantive terms (percentage points, predicted probability), not raw coefficients a reader must decode.
- Effect sizes visible. Show magnitudes and uncertainty, not just significance asterisks.
Comparative-specific exhibit craft
- When comparing countries/regions, order and group them so the pattern is visible (by region, regime type, or the key covariate) rather than alphabetically.
- Use small multiples to show the same relationship across cases rather than one overplotted panel.
- Maps only when geography is the point; otherwise a sorted dot plot communicates better.
SAGE production notes (verify current specs)
- Colorblind-safe palettes; figures must remain legible in grayscale for print.
- Vector output (PDF/EPS) where possible; supply high-resolution raster otherwise.
- Match exhibit numbering in the manuscript exactly to the deposited replication output.
Show full SKILL.md (219 more words)Show less
Execution bridge (StatsPAI / Stata MCP)
Generate exhibits from the fitted result, not by retyping numbers (the usual source of
body-vs-supplement drift). Full map: execution-with-mcp. CPS is comparative politics — cross-national and sub-national designs; emphasize identification and clustered / multiway inference.
- Tables:
etable(multi-model columns) ordid_summary_to_latexstraight from theresult_id. - Figures:
plot_from_result/enhanced_event_study_plot/event_study_table— axis units and the SE/clustering note baked in. - Every note names the estimator + clustering and states the effect size in interpretable units.
See a full fitted-result → exhibit chain in the JF execution walkthrough.
Checklist
- One main figure conveys the finding without the text
- Every exhibit's notes give estimator, FE, clustering, N, and CI level
- Effect sizes and uncertainty are visible, not just stars
- Cross-case exhibits are ordered/grouped to reveal the comparative pattern
- Color choices survive grayscale; figures are vector or high-res
- Heavy tables moved to the appendix; each is referenced in the text
- Exhibit numbers match the replication output exactly
Anti-patterns
- A 40-coefficient table where one forest plot would carry the result
- Captions that require the text to interpret; missing N, clustering, or CI level
- Countries ordered alphabetically so the comparative pattern is invisible
- Significance-star tables with no effect magnitudes
- Figures that collapse to mush in grayscale; low-resolution raster images
Output format
【Main figure】what it shows + why it is the finding
【Main table】headline spec + which robustness columns; rest → appendix
【Comparative descriptive】the exhibit showing cross-case/over-time leverage
【Self-contained?】captions/notes give estimator, FE, clustering, N, CI [Y/N]
【Production】grayscale-safe + vector/high-res [Y/N]
【Next】cps-writing-styleSupplementary resources
../../resources/code/— table/figure generation scripts to adapt../../resources/external_tools.md— coefplot / ggplot / marginaleffects and mapping packages
© 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 Comparative-Political-Studies-Skills/skills/cps-tables-figures of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Cps 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 |
|---|---|---|---|---|---|---|
| Cps Tables Figures this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.3k | 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 |
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GitHub Deep Research
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.
Nature Paper Card
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.
Content Research Writer
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.
Last30days
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Research what people actually say about any topic in the last 30 days.
Peer Review
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Structured manuscript/grant review with checklist-based evaluation.
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Questions about Cps Tables Figures
What does Cps Tables Figures do?
A skill your agent uses when designing tables and figures for a Comparative Political Studies (CPS) manuscript so each exhibit is self-contained, comparative-legible, and SAGE-ready. Cps Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when designing tables and figures for a Comparative Political Studies (CPS) manuscript so each exhibit is self-contained, comparative-legible, and SAGE-ready.
When should I use Cps Tables Figures?
Cps Tables Figures fits situations like: designing tables and figures for a Comparative Political Studies (CPS) manuscript so each exhibit is self-contained; comparative-legible.
How do I install Cps Tables Figures in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cps-tables-figures -a claude-code`. Or copy the skill folder (Comparative-Political-Studies-Skills/skills/cps-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/cps-tables-figures in your project. Claude Code loads it when a task matches its description.
How do I install Cps Tables Figures in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cps-tables-figures -a codex`. Or copy the skill folder (Comparative-Political-Studies-Skills/skills/cps-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/cps-tables-figures in your project. Codex loads it when a task matches its description.
Can I use Cps Tables Figures 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 cps-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/cps-tables-figures, .gemini/skills/cps-tables-figures, .github/skills/cps-tables-figures and .opencode/skills/cps-tables-figures in your project.
What does Cps Tables Figures need to run?
SKILL.md names no scripts, command-line tools or credentials: Cps Tables Figures is instructions for the agent only.
Does Cps Tables Figures 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 Cps Tables Figures 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 Cps Tables Figures use?
Cps 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.
How many tokens does Cps Tables Figures use?
About 1.3k tokens (SKILL.md is roughly 5.3k 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 Cps Tables Figures?
Skills that share tags, products or a category with Cps 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.
Who maintains Cps Tables Figures?
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.