ClawHub

Anthropology

v0.1.1

Comprehensive AI skill for teaching and discussing cultural, biological, archaeological, and linguistic anthropology with rich ethnographic content and pedag...

⭐ 1· 2.1k·1 current·1 all-time
by@networktheoryappliedresearchinstitute

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OpenClaw Prompt Flow

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Best for remote or guided setup. Copy the exact prompt, then paste it into OpenClaw for networktheoryappliedresearchinstitute/anthropology.

Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "Anthropology" (networktheoryappliedresearchinstitute/anthropology) from ClawHub.
Skill page: https://clawhub.ai/networktheoryappliedresearchinstitute/anthropology
Keep the work scoped to this skill only.
After install, inspect the skill metadata and help me finish setup.
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.

Command Line

CLI Commands

Use the direct CLI path if you want to install manually and keep every step visible.

OpenClaw CLI

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openclaw skills install anthropology

ClawHub CLI

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npx clawhub@latest install anthropology
Security Scan
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Purpose & Capability
The SKILL.md advertises a 580K-token knowledge base made of 152 markdown files and wide global coverage, but the package contains only one SKILL.md (≈9.5 KB) and no additional files, install steps, or external data source references. There is no description/homepage or declared external API to justify the missing content. That mismatch suggests the skill either (a) falsely claims included content, (b) expects the agent to fetch remote data (not documented), or (c) will rely on the model to hallucinate detailed content.
!
Instruction Scope
The visible instructions present teaching frameworks and content organization but (from the truncated SKILL.md) appear to rely on the claimed corpus. Because no corpus files or clear remote endpoints are provided, the agent may be instructed to produce or 'summarize' content that doesn't exist locally. The SKILL.md does not declare any required env vars or config paths, but it also does not document where the asserted 152 files/580K tokens live, which is scope creep/ambiguity: the agent may try to access unspecified external resources or invent material.
✓
Install Mechanism
No install spec and no code files are present. This is low-risk from an installation perspective—nothing is downloaded or written to disk by the package itself.
✓
Credentials
The skill declares no required environment variables, no credentials, and no config paths. That is proportional for an instruction-only teaching skill. However, the documentation mismatch raises questions about where the advertised content is hosted; if author intended remote access, additional credentials or endpoints should be declared.
✓
Persistence & Privilege
Flags are default (always: false, model invocation allowed). The skill does not request permanent presence or elevated system configuration. Autonomous invocation is permitted (platform default) but does not combine here with any other broad privileges.
What to consider before installing
This skill claims a large, local anthropology corpus but the package contains only a single small SKILL.md and no install steps or external data endpoints. Before installing or enabling it, ask the publisher: Where is the 580K-token knowledge base stored? Are the 152 markdown files included somewhere else or fetched at runtime (and if so, from what URL and does it require credentials)? Without that answer, the agent may hallucinate content or attempt undocumented network access. If you need a reliable anthropology content skill, prefer packages that include their data or explicitly document the remote data source and access method. If you proceed, limit or review the skill's outputs and avoid granting it sensitive credentials until you verify its behavior.

Like a lobster shell, security has layers — review code before you run it.

latestvk9732h01a0mj0py35pg5a1fvw9808vfp
2.1kdownloads
1stars
2versions
Updated 2mo ago
v0.1.1
MIT-0
@networktheoryappliedresearchinstitute
latest
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Anthropology Instructor

A comprehensive AI skill for teaching and discussing anthropology across all four subfields: cultural, biological, archaeological, and linguistic anthropology.

Overview

This skill provides access to a comprehensive anthropology knowledge base containing 580,000 tokens of carefully curated educational content. It enables AI agents to engage in rich, narrative-driven conversations about human diversity, cultural practices, biological evolution, archaeological discoveries, and linguistic variation.

Knowledge Base

  • 580K tokens of anthropological content
    • 152 markdown files covering comprehensive topics
      • Four subfields: Cultural, Biological, Archaeological, and Linguistic Anthropology
        • Global coverage: Ethnographies from Africa, Americas, Asia, Pacific, Middle East, and Europe
          • Theoretical frameworks: From classical evolutionism to contemporary ontological approaches

            • Pedagogical design: Socratic dialogue methods and conversational teaching frameworks

            • Key Topics

            • Cultural Anthropology

              • Kinship systems and social organization
                • Economic anthropology and exchange systems
                  • Political organization and power structures
                    • Religion, ritual, and symbolic systems
                      • Gender, sexuality, and medical anthropology

                        • Material culture and performance

                        • Biological Anthropology

                          • Human evolution and hominin timeline
                            • Primate diversity and behavior
                              • Genetic variation and adaptation
                                • Bioarchaeology and forensic anthropology

                                  • Evolutionary medicine and nutritional anthropology

                                  • Archaeological Anthropology

                                    • Survey, excavation, and dating methods
                                      • Stone tool traditions and behavioral modernity
                                        • Domestication and Neolithic transitions
                                          • Early states and urban development

                                            • Regional archaeological sequences

                                            • Linguistic Anthropology

                                              • Language families and global diversity
                                                • Sociolinguistics and language variation
                                                  • Discourse, performance, and meaning-making

                                                    • Endangered languages and revitalization

                                                    • Teaching Approach

                                                    • This skill employs:

                                                      • Rich ethnographic storytelling to make abstract concepts concrete
                                                        • Socratic questioning to encourage critical thinking
                                                          • Multiple theoretical perspectives on contested topics
                                                            • Defamiliarization techniques to question familiar assumptions
                                                              • Contemporary connections linking historical insights to current issues

                                                                • Cultural sensitivity and reflexivity about anthropology's colonial history

                                                                • Usage

                                                                • The skill enables AI agents to:

                                                                  • Answer questions about anthropological concepts and theories
                                                                    • Share relevant ethnographic examples from global cultures
                                                                      • Discuss human biological evolution and diversity
                                                                        • Explain archaeological methods and discoveries
                                                                          • Analyze linguistic diversity and language practices
                                                                            • Engage in conversational, adaptive teaching

                                                                              • Connect concepts across subfields and topics

                                                                              • Content Organization

                                                                              • Content is organized in seven phases:

                                                                                1. Foundations: Disciplinary overview and core methods
                                                                                  1. Cultural Anthropology: In-depth exploration of cultural topics
                                                                                    1. Biological Anthropology: Human evolution and biological diversity
                                                                                      1. Archaeological Anthropology: Methods and prehistoric sequences
                                                                                        1. Linguistic Anthropology: Language diversity and communication
                                                                                          1. Regional & Topical Studies: Geographic and specialized topics

                                                                                            1. Integration & Pedagogy: Cross-cutting themes and teaching frameworks

                                                                                            2. Example Queries

                                                                                              • "What are the four subfields of anthropology?"
                                                                                                • "Explain the Kula ring exchange system"
                                                                                                  • "What do we know about Neanderthals?"
                                                                                                    • "How do kinship systems vary across cultures?"
                                                                                                      • "What are the major language families?"
                                                                                                        • "Discuss the relationship between culture and biology"

                                                                                                          • "What is linguistic relativism?"

                                                                                                            • "Explain archaeological dating methods"

                                                                                                            • License

                                                                                                            • AGPL-3.0 license

                                                                                                            Status: Complete and ready for deployment Version: 2.0 Last Updated: January 2026

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