Agent skill

Bjps Transparency And Data

by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when preparing the replication / transparency materials for a British Journal of Political Science (BJPS) manuscript.

MITAuto-check passedDatabases

Install Bjps Transparency And Data

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill bjps-transparency-and-data -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills bjps-transparency-and-data --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/British-Journal-of-Political-Science-Skills/skills/bjps-transparency-and-data .claude/skills/bjps-transparency-and-data && 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
bjps-transparency-and-data
GitHub stars
1.2k
Token cost
~1.1k tokens
SKILL.md length
457 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when preparing the replication / transparency materials for a British Journal of Political Science (BJPS) manuscript.

  • Works in 4 steps: Deposit to the BJPolS Dataverse.… → No withholding. You may not withhold… → Quantitative materials. Data, code, and… → …
  • Preparing the replication / transparency materials for a British Journal of Political Science (BJPS) manuscript
  • SKILL.md covers When to trigger, What BJPS requires (verify…, When data cannot be shared… and Build-as-you-go checklist, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Bjps Transparency And Data is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when preparing the replication / transparency materials for a British Journal of Political Science (BJPS) manuscript. BJPS is a DA-RT signatory and requires authors to deposit replication data and code in the BJPolS Dataverse (Harvard Dataverse) at acceptance, with restricted-access exemptions. Covers quantitative and qualitative transparency. Prepares the package; it does not waive requirements.

Its SKILL.md is about 1.1k 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.

When your agent uses it

  • Preparing the replication / transparency materials for a British Journal of Political Science (BJPS) manuscript
  • Tasks that involve Database administration

Example prompts

  • “/bjps-transparency-and-data”

Workflow steps

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

  1. Deposit to the BJPolS Dataverse. Replication data and code are uploaded to the **BJPolS
  2. No withholding. You may not withhold information used to produce an analysis in the paper.
  3. Quantitative materials. Data, code, and documentation sufficient to regenerate every reported
  4. Qualitative materials. Share the materials and evidence used to support the claims (e.g.,

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

Bjps Transparency And Data loads about 1.1k tokens when it runs. Until then it costs about 108 tokens; SKILL.md has 457 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~108
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

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). 457 words, ~1,135 tokens.

Download SKILL.mdSave it as .claude/skills/bjps-transparency-and-data/SKILL.md (or your agent's skills folder).
name
bjps-transparency-and-data
description
Use when preparing the replication / transparency materials for a British Journal of Political Science (BJPS) manuscript. BJPS is a DA-RT signatory and requires authors to deposit replication data and code in the BJPolS Dataverse (Harvard Dataverse) at acceptance, with restricted-access exemptions. Covers quantitative and qualitative transparency. Prepares the package; it does not waive requirements.

Transparency & Replication Data (bjps-transparency-and-data)

BJPS is a signatory of the Data Access and Research Transparency (DA-RT) statement: authors "are not allowed to withhold information used to perform an analysis featured in a BJPolS piece." At acceptance, replication data and code are deposited in the BJPolS Dataverse on Harvard Dataverse, which issues a citable DOI for the data. Build the package as you go so acceptance does not stall.

When to trigger

  • Building the replication / transparency package
  • A manuscript reached acceptance and you must deposit materials
  • Data cannot be fully shared (privacy, ethics, legal/provider restrictions) and you need the restricted-access exemption path
  • A Comment that re-analyzes a published result (materials expectations are central)

What BJPS requires (verify current wording on the policy page)

  1. Deposit to the BJPolS Dataverse. Replication data and code are uploaded to the BJPolS Dataverse on Harvard Dataverse, the journal's dedicated collection with permanent identifiers; you receive citation information including a DOI for the data. Not a personal website or generic cloud link.
  2. No withholding. You may not withhold information used to produce an analysis in the paper. Treat the deposit as enabling independent replication, not as a formality.
  3. Quantitative materials. Data, code, and documentation sufficient to regenerate every reported result. Master script + README + pinned versions + seeds.
  4. Qualitative materials. Share the materials and evidence used to support the claims (e.g., evidence tables, annotated sources, interview protocols), with access controls where needed (the Qualitative Data Repository, QDR, supports controlled access).
Show full SKILL.md (212 more words)Show less

When data cannot be shared (restricted-access exemption)

  • Explain why the relevant data are not available — BJPS allows exemptions for restricted-access source data (ethical/privacy concerns or provider/legal restrictions).
  • Provide README instructions on exactly how others can obtain the data (access process, application, provider contact).
  • Where possible, provide synthetic data resembling the unavailable data so the code can be run.
  • Questions about the replication policy can be directed to the BJPolS editorial staff (待核实 current contact on the live policy page).

Build-as-you-go checklist

  • One master script regenerates every table and figure from raw/constructed data
  • README documents data provenance, construction steps, and how to reproduce each exhibit
  • Seeds set and reported for every stochastic step
  • Software/package versions pinned (renv.lock / requirements.txt / recorded installs)
  • Exhibit numbers in the manuscript match the package output exactly
  • Restricted data: exemption note + access instructions + synthetic data where feasible
  • Preregistration / pre-analysis plan linked (anonymized) where applicable

Anti-patterns

  • Treating the deposit as a post-acceptance afterthought
  • Depositing code that does not actually reproduce the printed tables/figures
  • A personal URL instead of the BJPolS Dataverse
  • Claiming data are restricted without giving an access path or synthetic substitute
  • Undocumented, un-seeded, unpinned code that "works on my machine"

Output format

【Repository】BJPolS Dataverse (Harvard) — package staged? [Y/N]
【Reproduces tables/figures?】master script verified locally? [Y/N]
【Documentation】README + provenance + seeds + pinned versions? [Y/N]
【Restricted data?】exemption note + access path + synthetic data?
【Qualitative transparency】evidence/sources documented? [Y/N/NA]
【Next】bjps-review-process

Supplementary resources

© 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 British-Journal-of-Political-Science-Skills/skills/bjps-transparency-and-data of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

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Bjps Transparency And Data compared with similar skills
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Categories

Questions about Bjps Transparency And Data

What does Bjps Transparency And Data do?

A skill your agent uses when preparing the replication / transparency materials for a British Journal of Political Science (BJPS) manuscript. Bjps Transparency And Data is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when preparing the replication / transparency materials for a British Journal of Political Science (BJPS) manuscript.

When should I use Bjps Transparency And Data?

Bjps Transparency And Data fits situations like: preparing the replication / transparency materials for a British Journal of Political Science (BJPS) manuscript; tasks that involve Database administration.

How do I install Bjps Transparency And Data in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill bjps-transparency-and-data -a claude-code`. Or copy the skill folder (British-Journal-of-Political-Science-Skills/skills/bjps-transparency-and-data in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/bjps-transparency-and-data in your project. Claude Code loads it when a task matches its description.

How do I install Bjps Transparency And Data in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill bjps-transparency-and-data -a codex`. Or copy the skill folder (British-Journal-of-Political-Science-Skills/skills/bjps-transparency-and-data in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/bjps-transparency-and-data in your project. Codex loads it when a task matches its description.

Can I use Bjps Transparency And Data 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 bjps-transparency-and-data -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bjps-transparency-and-data, .gemini/skills/bjps-transparency-and-data, .github/skills/bjps-transparency-and-data and .opencode/skills/bjps-transparency-and-data in your project.

What does Bjps Transparency And Data need to run?

SKILL.md names no scripts, command-line tools or credentials: Bjps Transparency And Data is instructions for the agent only.

Does Bjps Transparency And Data 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 Bjps Transparency And Data 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 Bjps Transparency And Data use?

Bjps Transparency And Data 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 Bjps Transparency And Data use?

About 1.1k tokens (SKILL.md is roughly 4.5k 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 Bjps Transparency And Data?

Skills that share tags, products or a category with Bjps Transparency And Data: Hybrid Cloud Outboxes (getsentry/sentry, 46k stars), Replicate Video Ad (Jingyi-Wu-Richael/replicate-video-ad, 108 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.

Who maintains Bjps Transparency And Data?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,228 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.