Agent skill · Data & Analytics

amanthro-transparency-and-data

Use when handling research ethics, consent, community accountability, and data/transparency for an American Anthropologist (AA) manuscript — informed consent, anonymization, protection of vulnerable interlocutors, heritage and repatriation obligations, and what (and what NOT) to share. At AA this is an ethics-and-accountability skill grounded in the AAA ethics principles and an ethics of care. Plans the ethics and transparency; it does not grant waivers.

brycew6m878★ · +32/wk · 1 repos on radarProfile →
claude-codeMIT
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amanthro-transparency-and-data --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 5 KB
Bundled scripts: none
Path: American-Anthropologist-Skills/skills/amanthro-transparency-and-data/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 909 · +31 this week
Language: Stata
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Ethics, Consent & Accountability (amanthro-transparency-and-data) At AA, "transparency" is not primarily a reproducibility package — it is **research ethics and accountability**. The AAA's *Principles of Professional Responsibility* (do no harm; obtain informed consent; be open and honest; weigh competing obligations to people, communities, scholarship, and the profession) govern the work, and AA practices an explicit **ethics of care** in its editorial process. The single most important rule: **protecting people can override sharing data.** Design ethics in from the start (run this skill early *and* before submission). ## When to trigger - Planning consent, anonymization, and accountability into a project (do this **early**) - Working with vulnerable, criminalized, Indigenous, or displaced communities - Handling human remains, sacred objects, genetic/biological samples, or cultural heritage - Deciding what materials, transcripts, images, or data can — and cannot — be shared - Preparing the manuscript's ethics statement before submission ## AAA ethics core (anchor every decision here) 1. **Do no harm.** Anticipate harm to interlocutors and communities — reputational, legal, physi

What's inside
Steps it walks through
  1. When to trigger
  2. AAA ethics core (anchor every decision here)
  3. Anonymization & protection of interlocutors
  4. Heritage, repatriation & biological materials
  5. What about data sharing? (open-but-careful)
  6. Anti-patterns
  7. Output format
  8. Supplementary resources
More from Awesome-Journal-Skills
All skills →
About this skill
What does the amanthro-transparency-and-data skill do?

Use when handling research ethics, consent, community accountability, and data/transparency for an American Anthropologist (AA) manuscript — informed consent, anonymization, protection of vulnerable interlocutors, heritage and repatriation obligations, and what (and what NOT) to share. At AA this is an ethics-and-accountability skill grounded in the AAA ethics principles and an ethics of care. Plans the ethics and transparency; it does not grant waivers.

How do I install it?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amanthro-transparency-and-data --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From brycewang-stanford/Awesome-Journal-Skills, a repository with 909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going