Agent skill

Amanthro Research Design

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

A skill your agent uses when defending the research design of an American Anthropologist (AA) manuscript — fieldwork and participant observation, interview and archival design for…

MITAuto-check passed

Install Amanthro Research Design

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amanthro-research-design -a claude-code

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

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills amanthro-research-design --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/American-Anthropologist-Skills/skills/amanthro-research-design .claude/skills/amanthro-research-design && 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/

Paste into Claude Code

Install the "amanthro-research-design" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/American-Anthropologist-Skills/skills/amanthro-research-design into .claude/skills/amanthro-research-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amanthro-research-design", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/American-Anthropologist-Skills/skills/amanthro-research-design

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amanthro-research-design -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills amanthro-research-design --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/American-Anthropologist-Skills/skills/amanthro-research-design .agents/skills/amanthro-research-design && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "amanthro-research-design" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/American-Anthropologist-Skills/skills/amanthro-research-design into .agents/skills/amanthro-research-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amanthro-research-design", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amanthro-research-design -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills amanthro-research-design --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/American-Anthropologist-Skills/skills/amanthro-research-design .cursor/skills/amanthro-research-design && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "amanthro-research-design" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/American-Anthropologist-Skills/skills/amanthro-research-design into .cursor/skills/amanthro-research-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amanthro-research-design", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path American-Anthropologist-Skills/skills/amanthro-research-design

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amanthro-research-design -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills amanthro-research-design --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/American-Anthropologist-Skills/skills/amanthro-research-design .gemini/skills/amanthro-research-design && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "amanthro-research-design" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/American-Anthropologist-Skills/skills/amanthro-research-design into .gemini/skills/amanthro-research-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amanthro-research-design", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills amanthro-research-design

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amanthro-research-design -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/American-Anthropologist-Skills/skills/amanthro-research-design .github/skills/amanthro-research-design && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "amanthro-research-design" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/American-Anthropologist-Skills/skills/amanthro-research-design into .github/skills/amanthro-research-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amanthro-research-design", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amanthro-research-design -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install brycewang-stanford/Awesome-Journal-Skills amanthro-research-design --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/American-Anthropologist-Skills/skills/amanthro-research-design .opencode/skills/amanthro-research-design && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "amanthro-research-design" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/American-Anthropologist-Skills/skills/amanthro-research-design into .opencode/skills/amanthro-research-design/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amanthro-research-design", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: amanthro-research-design
GitHub stars: 1.2k
Token cost: ~1.2k tokens
SKILL.md length: 453 words
Files: 1
Skills in repo: 2,387
Repo updated: Sep 27, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

A skill your agent uses when defending the research design of an American Anthropologist (AA) manuscript — fieldwork and participant observation, interview and archival design for…

Defending the research design of an American Anthropologist (AA) manuscript — fieldwork and participant observation
SKILL.md covers When to trigger, Ethnographic / qualitative…, Archival / material analysis and Biological / physical…, plus 5 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
Interview and archival design for ethnographic/qualitative work

What it does

Amanthro Research Design is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when defending the research design of an American Anthropologist (AA) manuscript — fieldwork and participant observation, interview and archival design for ethnographic/qualitative work, material/contextual analysis for archaeology, and appropriate lab/quantitative design for biological anthropology. AA judges each mode on its own terms with reflexivity. Strengthens the design; it does not write code or run fieldwork.

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: 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

Defending the research design of an American Anthropologist (AA) manuscript — fieldwork and participant observation
Interview and archival design for ethnographic/qualitative work
Material/contextual analysis for archaeology
Appropriate lab/quantitative design for biological anthropology

Example prompts

“/amanthro-research-design”

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

Amanthro Research Design loads about 1.2k tokens when it runs. Until then it costs about 113 tokens; SKILL.md has 453 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~113
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

The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 453 words, ~1,186 tokens.

Download SKILL.mdSave it as .claude/skills/amanthro-research-design/SKILL.md (or your agent's skills folder).

name: amanthro-research-design
description: Use when defending the research design of an American Anthropologist (AA) manuscript — fieldwork and participant observation, interview and archival design for ethnographic/qualitative work, material/contextual analysis for archaeology, and appropriate lab/quantitative design for biological anthropology. AA judges each mode on its own terms with reflexivity. Strengthens the design; it does not write code or run fieldwork.

Research Design (amanthro-research-design)

AA accepts many methodologies but is demanding about each. The design must credibly connect the argument (amanthro-theory-building) to evidence — and at AA, ethnographic and qualitative inference is first-class, not a soft substitute for statistics. This skill is mode-aware: pick the section that matches your work and defend it against the strongest alternative reading, reflexively and ethically.

When to trigger

Specifying fieldwork, sampling of sites/interlocutors, archive or material selection, or lab design
A reviewer questioned your evidence, generalization, confound, or interpretive leap
Planning consent, anonymization, and community accountability into the design
Justifying why your evidence adjudicates the rival reading from amanthro-literature-positioning

Ethnographic / qualitative (first-class at AA)

Fieldwork design. State the site(s), duration, language(s) of work, and your access — and how each shaped what was observable. Participant observation is a method with a logic, not just "being there"; say what kinds of evidence it generates.
Sampling of cases/interlocutors justified by design logic (typical, deviant, contrastive, theoretically driven), not convenience. Say what the case is a case of.
Triangulation & disconfirmation. Corroborate across observation, interviews, documents, and material; state what evidence would have disconfirmed the reading (the qualitative analogue of a falsification test).
Reflexivity. Your positionality is part of the design's validity — name how it bears on access and interpretation (see amanthro-theory-building).

Archival / material analysis

Justify the archive or assemblage selected, its silences and biases, and how you read against the grain. For archaeology: provenience, sampling, dating logic, comparative frames, and taphonomic caveats.

Biological / physical anthropology (quantitative/lab)

State the estimand or comparison, sampling frame, measurement protocol, and replication.
Report power/sample adequacy; pre-register where appropriate; address batch/lab effects, ancestry vs. social-race conflation, and ethical sourcing of skeletal/genetic/biological samples (see amanthro-transparency-and-data for repatriation and consent).

Show full SKILL.md (171 more words)Show less

Multimodal / participatory design

If image/sound/film is evidence, design capture and consent for media from the start; participatory and collaborative designs name how community partners shaped questions and authority over outputs.

The adjudication test (AA-specific)

For the single strongest rival reading, write one sentence: "If the rival account were right rather than mine, the evidence would look like ___; instead it looks like ___." If you cannot, the design does not yet identify the contribution — regardless of how rich the material is.

Anti-patterns

"Being there" treated as self-justifying — participant observation without a stated evidentiary logic
Convenience site/interlocutor selection dressed up as theory-driven
Causal or generalizing language an ethnographic design cannot support (and vice versa: dismissing qualitative evidence as merely anecdotal)
Biological "race" treated as a natural kind; ancestry conflated with social race
Consent, anonymization, or heritage obligations left out of the design (see amanthro-transparency-and-data)
A design that cannot distinguish your reading from the leading alternative

Output format

【Mode】ethnographic / archival-material / biological-quant / multimodal-participatory
【Evidence base】sites/interlocutors/assemblage/sample + how selected
【Key assumption(s)】and how each is defended (incl. reflexivity)
【Rival ruled out】the adjudication sentence
【Disconfirmation】what would have shown you wrong
【Ethics designed in】consent / anonymization / accountability flagged? [Y/N]
【Next】amanthro-data-analysis

Supplementary resources

../../resources/external_tools.md — CAQDAS, archival tools, and lab/quant packages by subfield
../../resources/official-source-map.md — AA scope and ethics/transparency notes

Files

Just SKILL.md in American-Anthropologist-Skills/skills/amanthro-research-design of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Amanthro Research Design 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.

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Questions about Amanthro Research Design

What does Amanthro Research Design do?

A skill your agent uses when defending the research design of an American Anthropologist (AA) manuscript — fieldwork and participant observation, interview and archival design for…. Amanthro Research Design is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when defending the research design of an American Anthropologist (AA) manuscript — fieldwork and participant observation, interview and archival design for ethnographic/qualitative work, material/contextual analysis for archaeology, and appropriate lab/quantitative design for biological anthropology.

When should I use Amanthro Research Design?

Amanthro Research Design fits situations like: defending the research design of an American Anthropologist (AA) manuscript — fieldwork and participant observation; interview and archival design for ethnographic/qualitative work; material/contextual analysis for archaeology; appropriate lab/quantitative design for biological anthropology.

How do I install Amanthro Research Design in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amanthro-research-design -a claude-code`. Or copy the skill folder (American-Anthropologist-Skills/skills/amanthro-research-design in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/amanthro-research-design in your project. Claude Code loads it when a task matches its description.

How do I install Amanthro Research Design in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amanthro-research-design -a codex`. Or copy the skill folder (American-Anthropologist-Skills/skills/amanthro-research-design in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/amanthro-research-design in your project. Codex loads it when a task matches its description.

Can I use Amanthro Research Design 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 amanthro-research-design -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/amanthro-research-design, .gemini/skills/amanthro-research-design, .github/skills/amanthro-research-design and .opencode/skills/amanthro-research-design in your project.

What does Amanthro Research Design need to run?

SKILL.md names no scripts, command-line tools or credentials: Amanthro Research Design is instructions for the agent only.

Does Amanthro Research Design 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 Amanthro Research Design 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 Amanthro Research Design use?

Amanthro Research Design 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 Amanthro Research Design 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 Amanthro Research Design?

Skills that share tags, products or a category with Amanthro Research Design: Securing Azure With Microsoft Defender (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Implementing Azure Defender For Cloud (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Configuring Windows Defender Advanced Settings (mukul975/Anthropic-Cybersecurity-Skills, 34k stars) and Defending LLMs With Guardrails (mukul975/Anthropic-Cybersecurity-Skills, 34k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Amanthro Research Design?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 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.

Install Amanthro Research Design

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Research Design (amanthro-research-design)

When to trigger

Ethnographic / qualitative (first-class at AA)

Archival / material analysis

Biological / physical anthropology (quantitative/lab)

Multimodal / participatory design

The adjudication test (AA-specific)

Anti-patterns

Output format

Supplementary resources

Files

Compare with similar skills

Similar skills

More from brycewang-stanford/Awesome-Journal-Skills

Questions about Amanthro Research Design