Agent skill

Crim Data And Transparency

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when preparing the data, replication, and transparency materials for a Criminology (ASC / Wiley) manuscript — data-availability statements, reproducibility packages…

No licenceAuto-check passedResearch & Science

Install Crim Data And Transparency

skills CLI
$ npx skills add franklee16/academic-research-skills --skill crim-data-and-transparency -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills crim-data-and-transparency --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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Criminology-Skills/skills/crim-data-and-transparency .claude/skills/crim-data-and-transparency && 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
crim-data-and-transparency
GitHub stars
223
Used in
1 other repo
Token cost
~1.1k tokens
SKILL.md length
411 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when preparing the data, replication, and transparency materials for a Criminology (ASC / Wiley) manuscript — data-availability statements, reproducibility packages…

  • Works in 4 steps: Data-availability statement. State where… → Reproducibility package. Data (or… → Preregistration (prospective work).… → …
  • Preparing the data
  • SKILL.md covers When to trigger, What to prepare (verify…, Restricted criminal-justice… 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

Crim Data And Transparency is an agent skill from franklee16/academic-research-skills. Use when preparing the data, replication, and transparency materials for a Criminology (ASC / Wiley) manuscript — data-availability statements, reproducibility packages, preregistration, and handling restricted criminal-justice data under DUAs. Criminology operates under growing open-science norms (Wiley open-science badges, ICPSR/NACJD archiving). 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 Research & Science, covering Reproducible research. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.

When your agent uses it

  • Preparing the data
  • Transparency materials for a Criminology (ASC / Wiley) manuscript — data-availability statements
  • Reproducibility packages
  • Preregistration

Example prompts

  • “/crim-data-and-transparency”

Workflow steps

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

  1. Data-availability statement. State where data and code live (e.g., ICPSR / NACJD, OSF, a
  2. Reproducibility package. Data (or synthetic/derived substitutes), a master script that
  3. Preregistration (prospective work). Lodge a pre-analysis plan (OSF Registries, AsPredicted) and
  4. Open-science badges. Wiley offers Open Data, Open Materials, and Preregistered badges

What it can do on your machine

Read from SKILL.md and the folder at commit 9a4b2db. 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

Crim Data And Transparency loads about 1.1k tokens when it runs. Until then it costs about 108 tokens; SKILL.md has 411 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

Without a licence we can't republish the file, so here is its outline and opening line. It has 411 words (~1,125 tokens).

“Criminology research increasingly travels with its data and code. Expert reviewers and editors expect that your reported tables and figures could be reproduced, and Wiley supports open-science badges. Much criminal-justice data is restricted, so plan provenance, access, and an exemption…”

— opening of SKILL.md by franklee16
name
crim-data-and-transparency

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Criminology-Skills/skills/crim-data-and-transparency of franklee16/academic-research-skills.

Open the folder on GitHubat commit 9a4b2db

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Crim Data And Transparency 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.

Crim Data And Transparency compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Crim Data And Transparency this skillfranklee16/academic-research-skills2231 repos~1.1kAutomated safety check: PassNone
Peer ReviewK-Dense-AI/claude-scientific-writer2.4k2 repos~3.1kAutomated safety check: NotesMIT
CHARLS Paper Reproduction Guidexjtulyc/MedgeClaw6171 repos~1.8kAutomated safety check: PassNone
Compute Environment Setupaipoch/open-science5.5k—~2.6kAutomated safety check: PassApache-2.0
Figure Styleaipoch/open-science5.5k—~5.1kAutomated safety check: PassApache-2.0
Add Bactopia Toolbactopia/bactopia522—~4.1kAutomated safety check: PassMIT

Similar skills

  • Peer Review

    K-Dense-AI/claude-scientific-writer

    Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.

    2.4k GitHub starsUsed in 2 repos~3.1k tokens
    Research & ScienceAuto-check: notes
  • Guides an agent through reproducing papers built on the CHARLS health and retirement survey, from variable mapping to cognition, depression and isolation scores.

    617 GitHub starsUsed in 1 repo~1.8k tokens
    Research & ScienceAuto-check passed
  • Compute Environment Setup

    aipoch/open-science

    Prepares setup instructions and a named activation file for a user-managed software environment on an Open-Science SSH or Slurm compute host.

    5.5k GitHub stars~2.6k tokensUpdated today
    Research & ScienceAuto-check passed
  • Figure Style

    aipoch/open-science

    Publication-grade correctness and legibility rules for final-deliverable scientific figures, not exploratory plots.

    5.5k GitHub stars~5.1k tokensUpdated today
    Research & ScienceAuto-check passed
  • Add Bactopia Tool

    bactopia/bactopia

    Scaffold a complete Bactopia Tool across all three tiers -- module, subworkflow, and workflow entry point under workflows/bactopia-tools/.

    522 GitHub stars~4.1k tokensUpdated 2 mo ago
    Research & ScienceAuto-check passed
  • Modeling Code and Result Contracts

    yushui2022/MathModel-Skill

    Generates result-evidence contracts, tables and runnable q1 to q3 modeling code scaffolds for a math modeling paper from a model route, a data plan and cleaned data.

    454 GitHub stars~1.4k tokensUpdated 3 days ago
    Research & ScienceAuto-check passed

More from franklee16/academic-research-skills

All 1,617 skills in this repo
  • Econometric Research Writing

    franklee16/academic-research-skills

    End-to-end econometric analysis and economics/management paper-writing workflow.

    223 GitHub stars~2.4k tokensUpdated 22 days ago
    Auto-check passed
  • Paper Revision

    franklee16/academic-research-skills

    Comprehensive workflow for handling journal Revise and Resubmit (R&R) decisions.

    223 GitHub stars~3.4k tokensUpdated 22 days ago
    Auto-check passed
  • Sci Ssci Polishing

    franklee16/academic-research-skills

    A skill your agent uses when researchers need Chinese academic prose translated into publication-oriented English or English manuscript paragraphs and complete sections polished for SCI, SSCI, or…

    223 GitHub starsUsed in 1 repo~1.5k tokens
    Auto-check passed
  • Research Defense Radar

    franklee16/academic-research-skills

    Assess and monitor an ongoing research project's competitor landscape, novelty risk, and method/data opportunities from a proposal, paper, research question, data or method notes, or a suspected…

    223 GitHub stars~4k tokensUpdated 22 days ago
    Auto-check passed
  • Academic Grant

    franklee16/academic-research-skills

    Generate or fill in academic grant application forms (project statement, education plan, pathway to impact, references) using draft research material.

    223 GitHub stars~2.8k tokensUpdated 22 days ago
    Auto-check: notes
  • Chinese Reference Formatter Skill

    franklee16/academic-research-skills

    A skill your agent uses when a user needs通用中文参考文献、GB/T 7714-style bibliography entries, Chinese academic reference formatting, or BibTeX completion from Chinese or English literature titles…

    223 GitHub stars~1.1k tokensUpdated 22 days ago
    Auto-check passed

Questions about Crim Data And Transparency

What does Crim Data And Transparency do?

A skill your agent uses when preparing the data, replication, and transparency materials for a Criminology (ASC / Wiley) manuscript — data-availability statements, reproducibility packages…. Crim Data And Transparency is an agent skill from franklee16/academic-research-skills. Use when preparing the data, replication, and transparency materials for a Criminology (ASC / Wiley) manuscript — data-availability statements, reproducibility packages, preregistration, and handling restricted criminal-justice data under DUAs.

When should I use Crim Data And Transparency?

Crim Data And Transparency fits situations like: preparing the data; transparency materials for a Criminology (ASC / Wiley) manuscript — data-availability statements; reproducibility packages; preregistration.

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

Run `npx skills add franklee16/academic-research-skills --skill crim-data-and-transparency -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Criminology-Skills/skills/crim-data-and-transparency in franklee16/academic-research-skills) into .claude/skills/crim-data-and-transparency in your project. Claude Code loads it when a task matches its description.

How do I install Crim Data And Transparency in Codex?

Run `npx skills add franklee16/academic-research-skills --skill crim-data-and-transparency -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Criminology-Skills/skills/crim-data-and-transparency in franklee16/academic-research-skills) into .agents/skills/crim-data-and-transparency in your project. Codex loads it when a task matches its description.

Can I use Crim Data And Transparency 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 franklee16/academic-research-skills --skill crim-data-and-transparency -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/crim-data-and-transparency, .gemini/skills/crim-data-and-transparency, .github/skills/crim-data-and-transparency and .opencode/skills/crim-data-and-transparency in your project.

What does Crim Data And Transparency need to run?

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

Does Crim Data And Transparency 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 Crim Data And Transparency 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 Crim Data And Transparency use?

No licence was found for Crim Data And Transparency or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Crim Data And Transparency 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 Crim Data And Transparency?

Skills that share tags, products or a category with Crim Data And Transparency: Peer Review (K-Dense-AI/claude-scientific-writer, 2.4k stars), CHARLS Paper Reproduction Guide (xjtulyc/MedgeClaw, 617 stars), Compute Environment Setup (aipoch/open-science, 5.5k stars) and Figure Style (aipoch/open-science, 5.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Crim Data And Transparency?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.

Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.