Agent skill

Spq Data And Transparency

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when preparing the data, materials, and transparency posture for a Social Psychology Quarterly (SPQ) manuscript.

No licenceAuto-check passed

Install Spq Data And Transparency

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

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills spq-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/Social-Psychology-Quarterly-Skills/skills/spq-data-and-transparency .claude/skills/spq-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
spq-data-and-transparency
GitHub stars
223
Used in
1 other repo
Token cost
~1.2k tokens
SKILL.md length
470 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, materials, and transparency posture for a Social Psychology Quarterly (SPQ) manuscript.

  • Works in 4 steps: Encouraged, not required. SPQ encourages… → ASA data-sharing norm. As a regular… → Quantitative materials (if shared).… → …
  • Preparing the data
  • SKILL.md covers When to trigger, What SPQ actually asks (verify…, Confidentiality & ethics and Good-practice checklist (not a…, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Spq Data And Transparency is an agent skill from franklee16/academic-research-skills. Use when preparing the data, materials, and transparency posture for a Social Psychology Quarterly (SPQ) manuscript. SPQ ENCOURAGES sharing data, code, and materials but does NOT require it, and willingness to share has no impact on acceptance; the journal follows the ASA data-sharing norm and Code of Ethics. Covers quantitative and qualitative/interpretive transparency and confidentiality. Prepares the posture; it does not invent requirements.

Its SKILL.md is about 1.2k 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
  • Transparency posture for a Social Psychology Quarterly (SPQ) manuscript

Example prompts

  • “/spq-data-and-transparency”

Workflow steps

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

  1. Encouraged, not required. SPQ encourages open data, code, and materials so others can review and
  2. ASA data-sharing norm. As a regular practice, sociologists share data and documentation as part of
  3. Quantitative materials (if shared). Data, code, and documentation sufficient to regenerate reported
  4. Qualitative / interpretive transparency. You generally cannot share raw fieldnotes or interview

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

Spq Data And Transparency loads about 1.2k tokens when it runs. Until then it costs about 119 tokens; SKILL.md has 470 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~119
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k

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 470 words (~1,182 tokens).

“SPQ's posture is deliberately different from open-data-mandate journals. It encourages researchers to make data, code, and materials available, but this is not a requirement, and willingness to publicly release data and materials has no impact on the likelihood of acceptance…”

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

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Social-Psychology-Quarterly-Skills/skills/spq-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

Spq 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.

Spq Data And Transparency compared with similar skills
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Release PreparationCherryHQ/cherry-studio52k—~4.3kAutomated safety check: PassAGPL-3.0
Investor Materialsaffaan-m/ECC276k3 repos~268Automated safety check: PassMIT
Material Designsickn33/agentic-awesome-skills47k1 repos~2.6kAutomated safety check: PassMIT
Prepare Paperclip PRpaperclipai/paperclip99k—~954Automated safety check: PassMIT

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Questions about Spq Data And Transparency

What does Spq Data And Transparency do?

A skill your agent uses when preparing the data, materials, and transparency posture for a Social Psychology Quarterly (SPQ) manuscript. Spq Data And Transparency is an agent skill from franklee16/academic-research-skills. Use when preparing the data, materials, and transparency posture for a Social Psychology Quarterly (SPQ) manuscript.

When should I use Spq Data And Transparency?

Spq Data And Transparency fits situations like: preparing the data; transparency posture for a Social Psychology Quarterly (SPQ) manuscript.

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

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

How do I install Spq Data And Transparency in Codex?

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

Can I use Spq 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 spq-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/spq-data-and-transparency, .gemini/skills/spq-data-and-transparency, .github/skills/spq-data-and-transparency and .opencode/skills/spq-data-and-transparency in your project.

What does Spq Data And Transparency need to run?

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

Does Spq 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 Spq 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 Spq Data And Transparency use?

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

How many tokens does Spq Data And Transparency use?

About 1.2k tokens (SKILL.md is roughly 4.7k 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 Spq Data And Transparency?

Skills that share tags, products or a category with Spq Data And Transparency: Audit Preparation (sickn33/agentic-awesome-skills, 47k stars), Release Preparation (CherryHQ/cherry-studio, 52k stars), Investor Materials (affaan-m/ECC, 276k stars) and Material Design (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Spq 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.