Agent skill

Gcb Reporting And Data Policy

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when preparing the data availability statement and the data/code archive for a Global Change Biology (GCB) manuscript.

No licenceAuto-check passed

Install Gcb Reporting And Data Policy

skills CLI
$ npx skills add franklee16/academic-research-skills --skill gcb-reporting-and-data-policy -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills gcb-reporting-and-data-policy --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/Global-Change-Biology-Skills/skills/gcb-reporting-and-data-policy .claude/skills/gcb-reporting-and-data-policy && 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
gcb-reporting-and-data-policy
GitHub stars
223
Used in
1 other repo
Token cost
~993 tokens
SKILL.md length
404 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 availability statement and the data/code archive for a Global Change Biology (GCB) manuscript.

  • Works in 5 steps: Archive data with a DOI. Deposit primary… → Archive code with a DOI. Code, software,… → Data availability statement. State… → …
  • Preparing the data availability statement and the data/code archive for a Global Change Biology (GCB) manuscript
  • SKILL.md covers When to trigger, What GCB requires (verify…, When data cannot be fully 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

Gcb Reporting And Data Policy is an agent skill from franklee16/academic-research-skills. Use when preparing the data availability statement and the data/code archive for a Global Change Biology (GCB) manuscript. GCB requires data and code to be archived in a public repository with a persistent DOI as a condition of publication, and "available on request" is not accepted. Prepares the deposit; it does not waive requirements.

Its SKILL.md is about 990 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

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 availability statement and the data/code archive for a Global Change Biology (GCB) manuscript

Example prompts

  • “available on request”
  • “/gcb-reporting-and-data-policy”

Workflow steps

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

  1. Archive data with a DOI. Deposit primary and secondary data in a public, DOI-minting repository
  2. Archive code with a DOI. Code, software, and documentation supporting the results go to an
  3. Data availability statement. State exactly where the data and code live and how to access them;
  4. Reviewer access. Make data accessible to peer reviewers on request during evaluation.
  5. Reporting completeness. Report sample sizes, replication, units, methods, and software versions

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

Gcb Reporting And Data Policy loads about 993 tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 404 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~92
When it runs · the whole SKILL.md, loaded when a task matches
~993

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 404 words (~993 tokens).

“GCB treats open data and code as a condition of publication, not a courtesy. Primary and secondary data supporting the results must be archived in a publicly accessible repository with a persistent identifier (DOI), code/software likewise (e.g., Zenodo), and the…”

— opening of SKILL.md by franklee16
name
gcb-reporting-and-data-policy

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Global-Change-Biology-Skills/skills/gcb-reporting-and-data-policy 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

Gcb Reporting And Data Policy 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.

Gcb Reporting And Data Policy compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Gcb Reporting And Data Policy this skillfranklee16/academic-research-skills2231 repos~993Automated safety check: PassNone
Reportmicrosoft/data-formulator18k—~1.5kAutomated safety check: PassMIT
Implementing Policy As Code With Open Policy Agentmukul975/Anthropic-Cybersecurity-Skills34k—~2.6kAutomated safety check: NotesApache-2.0
Reportalirezarezvani/claude-skills28k1 repos~727Automated safety check: PassMIT
Conbio Reporting And Data Policybrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Bugcrowd Reportingsickn33/agentic-awesome-skills47k1 repos~5.9kAutomated safety check: PassMIT

Similar skills

  • Report

    microsoft/data-formulator

    Official

    Turn an exploration (threads, findings, charts) into a single Markdown report — note, blog post, executive summary, KPI dashboard, slide brief, or multi-section analytical report, with embedded…

    18k GitHub stars~1.5k tokensUpdated 3 days ago
    Writing & ContentAuto-check passed
  • Implementing Policy As Code With Open Policy Agent

    mukul975/Anthropic-Cybersecurity-Skills

    Implements policy-as-code enforcement with Open Policy Agent (OPA) and Gatekeeper for Kubernetes and CI/CD pipelines, covering writing Rego policies, deploying OPA Gatekeeper as a Kubernetes…

    34k GitHub stars~2.6k tokensUpdated 1 mo ago
    DevOps & CloudAuto-check: notes
  • Report

    alirezarezvani/claude-skills

    Generate test report. An agent skill from alirezarezvani/claude-skills.

    28k GitHub starsUsed in 1 repo~727 tokens
    Testing & QAAuto-check passed
  • Conbio Reporting And Data Policy

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when preparing the data-availability statement and the data/code archive for a Conservation Biology manuscript.

    1.2k GitHub stars~1.4k tokensUpdated 13 days ago
    Product & Project ManagementAuto-check passed
  • Bugcrowd Reporting

    sickn33/agentic-awesome-skills

    Bugcrowd-specific reporting tactics complementing report-writing

    47k GitHub starsUsed in 1 repo~5.9k tokens
    SecurityAuto-check passed
  • Reports

    garrytan/gbrain

    Save and load timestamped reports. An agent skill from garrytan/gbrain.

    31k GitHub stars~1.6k tokensUpdated yesterday
    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 Gcb Reporting And Data Policy

What does Gcb Reporting And Data Policy do?

A skill your agent uses when preparing the data availability statement and the data/code archive for a Global Change Biology (GCB) manuscript. Gcb Reporting And Data Policy is an agent skill from franklee16/academic-research-skills. Use when preparing the data availability statement and the data/code archive for a Global Change Biology (GCB) manuscript.

When should I use Gcb Reporting And Data Policy?

Gcb Reporting And Data Policy fits situations like: preparing the data availability statement and the data/code archive for a Global Change Biology (GCB) manuscript.

How do I install Gcb Reporting And Data Policy in Claude Code?

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

How do I install Gcb Reporting And Data Policy in Codex?

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

Can I use Gcb Reporting And Data Policy 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 gcb-reporting-and-data-policy -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gcb-reporting-and-data-policy, .gemini/skills/gcb-reporting-and-data-policy, .github/skills/gcb-reporting-and-data-policy and .opencode/skills/gcb-reporting-and-data-policy in your project.

What does Gcb Reporting And Data Policy need to run?

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

Does Gcb Reporting And Data Policy 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 Gcb Reporting And Data Policy 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 Gcb Reporting And Data Policy use?

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

How many tokens does Gcb Reporting And Data Policy use?

About 993 tokens (SKILL.md is roughly 4k 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 Gcb Reporting And Data Policy?

Skills that share tags, products or a category with Gcb Reporting And Data Policy: Report (microsoft/data-formulator, 18k stars), Implementing Policy As Code With Open Policy Agent (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Report (alirezarezvani/claude-skills, 28k stars) and Conbio Reporting And Data Policy (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Gcb Reporting And Data Policy?

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.