A skill your agent uses when preparing Journal of Human Resources (JHR) tables, figures, online appendix exhibits, reconciliation tables, event-study and first-stage diagnostics, and policy-readable…

MITAuto-check passedBusiness, Finance & HR

Install Jhr Tables Figures

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jhr-tables-figures -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jhr-tables-figures --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-Human-Resources-Skills/skills/jhr-tables-figures .claude/skills/jhr-tables-figures && 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
jhr-tables-figures
GitHub stars
1.2k
Token cost
~1.4k 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 preparing Journal of Human Resources (JHR) tables, figures, online appendix exhibits, reconciliation tables, event-study and first-stage diagnostics, and policy-readable…

  • Works in 5 steps: Sample and balance: proves the… → Main estimate with magnitude: preferred… → Design diagnostic: pre-trend, first… → …
  • Preparing Journal of Human Resources (JHR) tables
  • SKILL.md covers When to trigger, Exhibit plan, Notes must state and Main-text exhibit budget, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jhr Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when preparing Journal of Human Resources (JHR) tables, figures, online appendix exhibits, reconciliation tables, event-study and first-stage diagnostics, and policy-readable empirical displays that fit inside the page limit counting tables and figures.

Its SKILL.md is about 1.4k 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 Business, Finance & HR, covering Accounting and bookkeeping and Recruiting and HR. 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

  • Preparing Journal of Human Resources (JHR) tables
  • Online appendix exhibits
  • Reconciliation tables
  • Event-study and first-stage diagnostics

Example prompts

  • “/jhr-tables-figures”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Sample and balance: proves the population and comparison are understandable.
  2. Main estimate with magnitude: preferred result plus units and confidence interval.
  3. Design diagnostic: pre-trend, first stage, manipulation test, balance, or attrition.
  4. Reconciliation: prior estimate vs. your bridge specification vs. preferred specification.
  5. Policy heterogeneity: only if it maps to a real policy margin, not a fishing cut.

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

Jhr Tables Figures loads about 1.4k tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 580 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~69
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k

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, ~1,413 tokens.

Download SKILL.mdSave it as .claude/skills/jhr-tables-figures/SKILL.md (or your agent's skills folder).
name
jhr-tables-figures
description
Use when preparing Journal of Human Resources (JHR) tables, figures, online appendix exhibits, reconciliation tables, event-study and first-stage diagnostics, and policy-readable empirical displays that fit inside the page limit counting tables and figures.

Tables & Figures (jhr-tables-figures)

When to trigger

  • Results are ready but tables are dense or over the page limit
  • You need reconciliation, robustness, or design diagnostics in exhibit form
  • The Online Appendix needs a clear structure

Exhibit plan

  • Table 1: sample, descriptive statistics, and key balance where relevant.
  • Main table: preferred specification with transparent controls and clustering.
  • Design diagnostic: pre-trends, first stage, manipulation, balance, or event study depending on design.
  • Reconciliation table: compare your estimate to prior estimates and explain the bridge.
  • Appendix: robustness, sensitivity, alternative samples, and extra outcomes.

Notes must state

  • Unit, sample, period, outcome units
  • Fixed effects and controls
  • Clustering level
  • Treatment definition
  • Survey weights or population weights if used
  • Page/appendix location

Main-text exhibit budget

Use the scarce main-text pages for exhibits that change a reader's belief:

  1. Sample and balance: proves the population and comparison are understandable.
  2. Main estimate with magnitude: preferred result plus units and confidence interval.
  3. Design diagnostic: pre-trend, first stage, manipulation test, balance, or attrition.
  4. Reconciliation: prior estimate vs. your bridge specification vs. preferred specification.
  5. Policy heterogeneity: only if it maps to a real policy margin, not a fishing cut.

Everything else belongs in the Online Appendix with clear cross-references.

Appendix map

Organize appendix exhibits by reviewer use, not by the order scripts happen to run:

  • Design validity: balance, pre-trends, manipulation, attrition, first stage, or placebo evidence.
  • Specification sensitivity: alternative controls, bandwidths, estimators, samples, weights, and clustering levels.
  • Reconciliation: bridge specifications that explain differences from prior estimates.
  • Mechanism and heterogeneity: only after the main effect and design validity are clear.
  • Data construction: variable definitions, sample filters, merges, missingness, and coding decisions.

Each appendix table should be referenced from exactly one main-text claim or robustness sentence. Orphaned appendix exhibits create page and credibility costs.

Event-study figure standard

The event-study plot is often the single most scrutinized exhibit in a JHR design paper. Hold it to this bar:

  • Name the estimator in the note (heterogeneity-robust group-time aggregation, interaction-weighted, or imputation — not just "event study").
  • Reference period marked (usually t = -1) and at least four pre-periods shown when the data allow; binned endpoints labeled as bins.
  • 95 percent confidence intervals from SEs clustered at the assignment level, with the cluster count in the note.
  • Y-axis in outcome units, not standardized indices, so the policy reader can judge magnitude directly.
  • If TWFE and robust estimates diverge, plot both series rather than choosing silently.
Show full SKILL.md (181 more words)Show less

First-stage and RD display conventions

  • IV papers: a first-stage table adjacent to the 2SLS table — coefficient, effective F per endogenous regressor, and the reduced form; referees read these three together.
  • RD papers: the binned outcome plot and the density plot are a pair; show the bandwidth on the figure and put manipulation-test results in the note.
  • Lottery papers: a balance exhibit within randomization strata precedes any effect figure.

Worked exhibit ledger

Illustrative ledger for a childcare-subsidy DID paper (titles invented):

text
Fig 1  Rollout map + timing of county adoption          claim: variation exists
Tab 1  Sample means, adopters vs not, pre-period        claim: comparability
Tab 2  ATT on maternal employment, 3 estimators         claim: main effect
Fig 2  Event study, 5 pre / 6 post, CIs, clusters=42    claim: no pre-trends
Tab 3  Bridge to prior state-level estimate             claim: reconciliation
Tab 4  Heterogeneity by single-parent status            claim: policy margin
App A  Sensitivity: windows, controls, clustering       referenced from Tab 2

Seven main exhibits is a sensible ceiling under the page cap; every appendix entry must be cited from one main-text sentence.

Execution bridge (StatsPAI / Stata MCP)

Generate exhibits from the fitted result, not by retyping numbers. Full map: execution-with-mcp. JHR is labor/education economics — program evaluation with selection; DiD/IV/RDD and the selection objection are central.

  • Tables: etable (multi-model) or did_summary_to_latex straight from the result_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 magnitude in interpretable units.

See a full fitted-result → exhibit chain in the JF execution walkthrough.

Output format

text
[Exhibit] main table / diagnostic / reconciliation / appendix
[Claim] ...
[Required note fields] ...
[Page-limit action] keep / move to appendix / compress
[Next step] jhr-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-Human-Resources-Skills/skills/jhr-tables-figures of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Jhr 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.

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Jhr Identification Strategyfranklee16/academic-research-skills2231 repos~393Automated safety check: PassNone
Jhr Literature Positioningfranklee16/academic-research-skills2231 repos~376Automated safety check: PassNone
OdooLeoYeAI/openclaw-master-skills2.2k—~4.9kAutomated safety check: NotesMIT
OdooLeoYeAI/openclaw-master-skills2.2k—~5kAutomated safety check: NotesMIT

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Questions about Jhr Tables Figures

What does Jhr Tables Figures do?

A skill your agent uses when preparing Journal of Human Resources (JHR) tables, figures, online appendix exhibits, reconciliation tables, event-study and first-stage diagnostics, and policy-readable…. Jhr Tables Figures is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when preparing Journal of Human Resources (JHR) tables, figures, online appendix exhibits, reconciliation tables, event-study and first-stage diagnostics, and policy-readable empirical displays that fit inside the page limit counting tables and figures.

When should I use Jhr Tables Figures?

Jhr Tables Figures fits situations like: preparing Journal of Human Resources (JHR) tables; online appendix exhibits; reconciliation tables; event-study and first-stage diagnostics.

How do I install Jhr Tables Figures in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jhr-tables-figures -a claude-code`. Or copy the skill folder (Journal-of-Human-Resources-Skills/skills/jhr-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jhr-tables-figures in your project. Claude Code loads it when a task matches its description.

How do I install Jhr Tables Figures in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jhr-tables-figures -a codex`. Or copy the skill folder (Journal-of-Human-Resources-Skills/skills/jhr-tables-figures in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jhr-tables-figures in your project. Codex loads it when a task matches its description.

Can I use Jhr 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 jhr-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/jhr-tables-figures, .gemini/skills/jhr-tables-figures, .github/skills/jhr-tables-figures and .opencode/skills/jhr-tables-figures in your project.

What does Jhr Tables Figures need to run?

SKILL.md names no scripts, command-line tools or credentials: Jhr Tables Figures is instructions for the agent only.

Does Jhr 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 Jhr 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 Jhr Tables Figures use?

Jhr 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 Jhr Tables Figures use?

About 1.4k tokens (SKILL.md is roughly 5.7k 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 Jhr Tables Figures?

Skills that share tags, products or a category with Jhr Tables Figures: Find Service Providers (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Jhr Identification Strategy (franklee16/academic-research-skills, 223 stars), Jhr Literature Positioning (franklee16/academic-research-skills, 223 stars) and Odoo (LeoYeAI/openclaw-master-skills, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jhr 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.