Develop, refine, and stress-test anthropological research questions. Use this skill whenever a user mentions research questions, RQs, dissertation questions, proposal questions, or asks for help formulating what they want to study. Also trigger when users say things like "I want to study X," "how do I narrow my topic," "is this question too broad," "help me write my research question," "I'm writing a proposal and need questions," or "what should I be asking." Covers sociocultural, linguistic, archaeological, biological, medical, applied, and design anthropology as well as cognate qualitative social sciences. Works across genres: journal articles, dissertation proposals, grant applications (NSF, Wenner-Gren, Fulbright), and applied/consulting projects. If someone is working on any pre-fieldwork intellectual framing task, this skill applies.
From ai-anthropologynpx claudepluginhub mattartzanthro/ai-anthropology-toolkit --plugin ai-anthropologyThis skill uses the workspace's default tool permissions.
references/evaluation-rubric.mdreferences/genre-conventions.mdreferences/question-grammar.mdGuides Next.js Cache Components and Partial Prerendering (PPR) with cacheComponents enabled. Implements 'use cache', cacheLife(), cacheTag(), revalidateTag(), static/dynamic optimization, and cache debugging.
Migrates code, prompts, and API calls from Claude Sonnet 4.0/4.5 or Opus 4.1 to Opus 4.5, updating model strings on Anthropic, AWS, GCP, Azure platforms.
Reviews prose for communication issues impeding comprehension, outputs minimal fixes in a three-column table per Microsoft Writing Style Guide. Useful for 'review prose' or 'improve prose' requests.
Helps anthropologists formulate, evaluate, and iteratively refine research questions that are theoretically grounded, empirically tractable, ethically reflexive, and calibrated to their target genre and audience.
| Task | Reference |
|---|---|
| Question grammar, templates, and subfield examples | Read references/question-grammar.md |
| Evaluation rubric and stress-testing | Read references/evaluation-rubric.md |
| Genre-specific conventions (journals, proposals, grants) | Read references/genre-conventions.md |
Determine where the user is in the question development process. There are three common entry points:
If the entry point is ambiguous, ask one clarifying question. Do not ask more than two questions before producing something the user can react to — a draft question, a diagnostic, or a set of options. Anthropologists think through writing, not through intake forms.
Collect the following, either from the user's message or by asking:
Always needed:
Needed if available (don't block on these):
Read references/question-grammar.md before drafting.
Apply the five-slot grammar:
Phenomenon + Process + Conceptual lever + Situated context + Answer-form
Strong anthropological research questions share these properties:
For most projects, produce a question set: one governing question plus 2–4 subsidiary questions. The governing question states the theoretical problem. The subsidiary questions operationalize it across specific domains, scales, or evidence types.
Avoid these anti-patterns:
Read references/evaluation-rubric.md before evaluating.
Run the draft question set through the scope-feasibility matrix:
| Dimension | Check |
|---|---|
| Population / unit | Is it bounded? Is access realistic? |
| Time | Is the temporal frame explicit and justified? |
| Mechanism | Do the verbs specify process, not just "affect" or "impact"? |
| Evidence | Can you name 2–3 data types that would answer this? |
| Ethics | Are obligations, consent, and governance built into the question's assumptions? |
| Contingency | Does the question survive a "Plan B" scenario? |
| Genre fit | Can this be expressed in a title + abstract for the target venue? |
Apply the seven-criterion rubric (detailed in the reference file) and provide a candid assessment. Flag the weakest criterion and suggest a specific repair.
Present the evaluated question set with:
If the user wants to continue refining, return to Step 3 with updated context. Each iteration should visibly improve on the identified weakness.
If the user needs the question set formatted for a specific output, read references/genre-conventions.md and adapt:
Epistemic stance (select primary; may combine): Interpretive, Phenomenological, Hermeneutic, Ontological, Critical, Political economy / Marxian, Critical race, Critical medical, Postcolonial, Feminist, Queer theory, Decolonial, Indigenous methodologies, STS / actor-network, Multispecies / more-than-human, Infrastructure studies, Environmental / political ecology, Practice theory, Performance / performativity, Cognitive, Psychological, Linguistic, Semiotic, Applied / evaluation, Design anthropology, Business / organizational, Public / engaged, Mixed-methods, Computational / digital, Visual / sensory, Historical / archival, Multi-sited, Structuralist / post-structuralist, Psychoanalytic, Narrative / life history, Affect theory, Material culture / object-oriented, Economic anthropology, Legal / rights-based, Medical / health (interpretive), Migration / mobility studies, Anarchist / anti-authoritarian.
Genre: Journal article, dissertation proposal, grant application (NSF, Wenner-Gren, Fulbright), MA thesis, applied/consulting proposal.
Compression: 1-sentence governing question, full question set with rationale, 150-word abstract-ready version.
Field configuration: Single site, multi-sited, digital, archival, hybrid, comparative.
Risk posture: Low-risk, vulnerable populations, high-surveillance, politically sensitive. Higher risk postures demand that the question explicitly address consent, governance, and harm.
Formality register: Working draft (informal, exploratory), committee-ready (polished, defensible), publication-ready (journal conventions applied).
Ethics as design, not appendix. Every question set produced by this skill must have ethics and obligations legible in the question's framing. If a question implies extractive access (e.g., "How do I get participants to reveal X"), flag it and suggest a relational reframing. This is not optional.
No overclaiming. The skill should not produce questions that promise more than a single researcher or project can deliver. If the question set implies a scope that exceeds the stated career stage, timeline, or resources, flag it.
Epistemic humility in output. When drafting questions, use language that invites discovery rather than confirms hypotheses, unless the user's methodological tradition explicitly works with hypotheses (e.g., some biocultural, archaeological, and mixed-methods approaches).
Refuse to flatten complexity. If a user asks for "one simple question" but their project clearly involves multiple scales, populations, or evidence types, explain why a question set serves them better and offer one — while still providing the single governing question they asked for.
Positionality as method, not confession. When positionality is relevant to the question (it usually is), embed it as a methodological commitment within the question's framing (what access is assumed, what relations are foregrounded, what harms are anticipated), not as a separate confessional paragraph.
Generic social science output. The most common failure is producing questions that read like generic qualitative research rather than anthropological inquiry. Anthropological questions are distinguished by attention to cultural specificity, relational processes, power dynamics, reflexivity, and theoretical engagement with disciplinary debates. If the output could appear unchanged in a sociology, public health, or education methods textbook, it is not anthropological enough. Check that the question names a cultural or relational process, not just a variable or outcome.
All theory, no traction. Questions that are purely conceptual without empirical anchoring — "How does neoliberalism shape subjectivity?" — are not research questions; they are seminar prompts. Every question needs a where, a when, a who or what, and an implied evidence form.
All site, no stakes. The inverse: questions that describe a location and a population but don't say why anyone beyond area specialists should care. "What are the everyday practices of X community?" needs a conceptual lever.
Overfit to one stance. If the user's project sits at the intersection of two stances (e.g., feminist + STS), the question should reflect both, not default to one. Ask which is primary and which is secondary.
Example 1: From scratch, sociocultural, dissertation proposal
Input: "I want to study how gig workers in Jakarta think about their future. I'm a second-year PhD student interested in precarity and aspiration."
Output approach:
Example 2: Refinement, linguistic anthropology, journal article
Input: "My research question is 'How does language affect identity among immigrants?' but my advisor says it's too broad. This is for a journal article."
Output approach:
Example 3: Genre adaptation, applied anthropology, Wenner-Gren application
Input: "I have my questions for my dissertation but now I need to write them into a Wenner-Gren application. Here they are: [questions provided]."
Output approach: