Jcr Data Analysis
franklee16/academic-research-skills
A skill your agent uses when running and reporting the evidence for a Journal of Consumer Research (JCR) manuscript — process evidence (mediation/moderation) for behavioral experiments, or…
A skill your agent uses when building the exhibits for a Journal of Consumer Psychology (JCP) manuscript — condition-means tables, mediation/moderation path figures, interaction plots, and…
Install Jcp Tables Figures
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jcp-tables-figures -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jcp-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-Consumer-Psychology-Skills/skills/jcp-tables-figures .claude/skills/jcp-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 "jcp-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Consumer-Psychology-Skills/skills/jcp-tables-figures into .claude/skills/jcp-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jcp-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-Consumer-Psychology-Skills/skills/jcp-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 jcp-tables-figures -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jcp-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-Consumer-Psychology-Skills/skills/jcp-tables-figures .agents/skills/jcp-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 "jcp-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Consumer-Psychology-Skills/skills/jcp-tables-figures into .agents/skills/jcp-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jcp-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 jcp-tables-figures -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jcp-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-Consumer-Psychology-Skills/skills/jcp-tables-figures .cursor/skills/jcp-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 "jcp-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Consumer-Psychology-Skills/skills/jcp-tables-figures into .cursor/skills/jcp-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jcp-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-Consumer-Psychology-Skills/skills/jcp-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 jcp-tables-figures -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jcp-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-Consumer-Psychology-Skills/skills/jcp-tables-figures .gemini/skills/jcp-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 "jcp-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Consumer-Psychology-Skills/skills/jcp-tables-figures into .gemini/skills/jcp-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jcp-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 jcp-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 jcp-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-Consumer-Psychology-Skills/skills/jcp-tables-figures .github/skills/jcp-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 "jcp-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Consumer-Psychology-Skills/skills/jcp-tables-figures into .github/skills/jcp-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jcp-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 jcp-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 jcp-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-Consumer-Psychology-Skills/skills/jcp-tables-figures .opencode/skills/jcp-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 "jcp-tables-figures" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Consumer-Psychology-Skills/skills/jcp-tables-figures into .opencode/skills/jcp-tables-figures/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jcp-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
jcp-tables-figures- GitHub stars
- 1.2k
- Token cost
- ~1.3k tokens
- SKILL.md length
- 596 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when building the exhibits for a Journal of Consumer Psychology (JCP) manuscript — condition-means tables, mediation/moderation path figures, interaction plots, and…
- Building the exhibits for a Journal of Consumer Psychology (JCP) manuscript — condition-means tables
- SKILL.md covers When to trigger, Exhibits at JCP must make the…, What each exhibit type should… and Reporting conventions (APA +…, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Mediation/moderation path figures
What it does
Jcp Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building the exhibits for a Journal of Consumer Psychology (JCP) manuscript — condition-means tables, mediation/moderation path figures, interaction plots, and APA-formatted statistical reporting that makes the process visible. Builds the exhibits; it does not run the analysis (jcp-data-analysis).
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 Data & Analytics, covering Dispute resolution, Marketing psychology and Data analysis. 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
- Building the exhibits for a Journal of Consumer Psychology (JCP) manuscript — condition-means tables
- Mediation/moderation path figures
- Interaction plots
- APA-formatted statistical reporting that makes the process visible
Example prompts
- “/jcp-tables-figures”
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
Jcp Tables Figures loads about 1.3k tokens when it runs. Until then it costs about 82 tokens; SKILL.md has 596 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). 596 words, ~1,315 tokens.
Download SKILL.mdSave it as
.claude/skills/jcp-tables-figures/SKILL.md (or your agent's skills folder).- name
- jcp-tables-figures
- description
- Use when building the exhibits for a Journal of Consumer Psychology (JCP) manuscript — condition-means tables, mediation/moderation path figures, interaction plots, and APA-formatted statistical reporting that makes the process visible. Builds the exhibits; it does not run the analysis (jcp-data-analysis).
Tables & Figures (jcp-tables-figures)
When to trigger
- Your means tables show stars but not the effect sizes/CIs a reviewer needs
- A mediation result is buried in prose instead of shown as a path diagram
- An interaction is described but there is no plot of the simple effects
- Tables/figures do not follow APA format and the copyeditor will bounce them
- Exhibits across studies are inconsistent, so the multi-study chain is hard to follow
Exhibits at JCP must make the process legible
In a JCP paper the exhibits exist to let a reader see the mechanism, not just the effect. A condition-means table that shows cells without the contrast that tests the hypothesis wastes space; a mediation figure that shows the indirect path with its coefficient and CI earns its place. Build exhibits in APA Style (7th edition; 检索于 2026-06；以官网为准) — table titles and notes, figure captions, decimals and statistics formatted per APA — because JCP formats manuscripts to APA and non-conforming exhibits create friction at every stage.
What each exhibit type should carry
| Exhibit | Must show | Common failure |
|---|---|---|
| Condition means | M, SD (or SE), n per cell; the focal contrast | a sea of numbers with no highlighted comparison |
| Mediation path figure | a→b paths with coefficients, the indirect effect + bootstrap CI | only c/c′ shown; CI omitted |
| Moderation / interaction plot | the interaction with probed simple effects (spotlight values) | bar chart with no simple-effect annotation |
| Moderated mediation | conditional indirect effects by moderator level + index | a single mediation figure that hides the moderation |
| Multi-study summary | a study-by-study row: design, N, key result, effect size | inconsistent metrics across studies |
A path diagram for the focal study and an interaction plot for the key moderation are usually the two highest-value figures; they carry the process argument visually.
Reporting conventions (APA + rigor era)
- Report effect sizes and CIs in tables, not asterisks alone; readers must judge magnitude.
- Keep decimal places consistent and follow APA for statistics (e.g., italic test letters, leading zeros per APA convention).
- Note Ns before and after exclusions in the table or its note.
- Each exhibit must be interpretable standalone — title, note defining abbreviations, and units.
- Do not duplicate the same result in a table and a figure; pick the form that shows the mechanism best.
Show full SKILL.md (228 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-appendix drift). Full map: execution-with-mcp. JCP is experimental consumer psychology; randomization inference, mediation done right (mediate, not naive controlling-away), and family-wise corrections matter most.
- 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
- Every table/figure earns its place by making the effect or process clearer than prose would
- Mediation shown as a path figure with coefficients and the bootstrap CI
- Interaction shown with probed simple effects (spotlight/floodlight annotated)
- Effect sizes and CIs present; not asterisk-only
- APA formatting for tables, figures, notes, and statistics
- Ns (before/after exclusions) reported; abbreviations defined in notes
- Metrics consistent across the multi-study exhibits so the chain reads cleanly
Anti-patterns
- Asterisk theater: stars instead of effect sizes and CIs
- Buried mediation: the indirect effect described in text with no figure and no CI
- Naked interaction: an interaction plot with no simple-effect probing shown
- Decorative figures: a chart that repeats a table and adds nothing about the mechanism
- Non-APA exhibits: formatting that the JCP copyeditor will return
- Inconsistent multi-study tables: different metrics per study, hiding convergence
Output format
【Key exhibits】which table(s)/figure(s) carry the effect and the process
【Mediation figure】paths + coefficients + bootstrap CI shown? [Y/N]
【Interaction plot】simple effects probed/annotated? [Y/N]
【Reporting】effect sizes + CIs (not asterisk-only)? APA format? [Y/N]
【Multi-study table】consistent metrics across studies? [Y/N]
【Next skill】jcp-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-Consumer-Psychology-Skills/skills/jcp-tables-figures of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jcp 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 |
|---|---|---|---|---|---|---|
| Jcp Tables Figures this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Jcr Data Analysisfranklee16/academic-research-skills | 223 | 1 repos | ~1.2k | Automated safety check: Pass | None | |
| Meridian MMM Model Buildinggoogle/meridian | 1.6k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | |
| Scenario Experiment AnalysisDrchronx/ai-agent-research-starter-kit | 139 | — | ~1.1k | Automated safety check: Pass | Custom licence | |
| Scenario Experiment Benchmark MiningDrchronx/ai-agent-research-starter-kit | 139 | — | ~1.1k | Automated safety check: Pass | Custom licence | |
| 13 Data Analysis Globalminhnv0807/ai-business-skills | 609 | — | ~4k | Automated safety check: Pass | MIT |
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Related
Questions about Jcp Tables Figures
What does Jcp Tables Figures do?
A skill your agent uses when building the exhibits for a Journal of Consumer Psychology (JCP) manuscript — condition-means tables, mediation/moderation path figures, interaction plots, and…. Jcp Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building the exhibits for a Journal of Consumer Psychology (JCP) manuscript — condition-means tables, mediation/moderation path figures, interaction plots, and APA-formatted statistical reporting that makes the process visible.
When should I use Jcp Tables Figures?
Jcp Tables Figures fits situations like: building the exhibits for a Journal of Consumer Psychology (JCP) manuscript — condition-means tables; mediation/moderation path figures; interaction plots; APA-formatted statistical reporting that makes the process visible.
How do I install Jcp Tables Figures in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jcp-tables-figures -a claude-code`. Or copy the skill folder (Journal-of-Consumer-Psychology-Skills/skills/jcp-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jcp-tables-figures in your project. Claude Code loads it when a task matches its description.
How do I install Jcp Tables Figures in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jcp-tables-figures -a codex`. Or copy the skill folder (Journal-of-Consumer-Psychology-Skills/skills/jcp-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jcp-tables-figures in your project. Codex loads it when a task matches its description.
Can I use Jcp 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 jcp-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/jcp-tables-figures, .gemini/skills/jcp-tables-figures, .github/skills/jcp-tables-figures and .opencode/skills/jcp-tables-figures in your project.
What does Jcp Tables Figures need to run?
SKILL.md names no scripts, command-line tools or credentials: Jcp Tables Figures is instructions for the agent only.
Does Jcp 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 Jcp 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 Jcp Tables Figures use?
Jcp 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 Jcp 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 Jcp Tables Figures?
Skills that share tags, products or a category with Jcp Tables Figures: Jcr Data Analysis (franklee16/academic-research-skills, 223 stars), Meridian MMM Model Building (google/meridian, 1.6k stars), Scenario Experiment Analysis (Drchronx/ai-agent-research-starter-kit, 139 stars) and Scenario Experiment Benchmark Mining (Drchronx/ai-agent-research-starter-kit, 139 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jcp 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.