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networktheoryappliedresearchinstitute

Anthropology

by NetworkTheoryAppliedResearchInstitute · GitHub ↗ · v0.1.1
cross-platform ⚠ suspicious
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/install anthropology
Description
Comprehensive AI skill for teaching and discussing cultural, biological, archaeological, and linguistic anthropology with rich ethnographic content and pedag...
README (SKILL.md)

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

Usage Guidance
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.
Capability Analysis
Type: OpenClaw Skill Name: anthropology Version: 0.1.1 The provided files consist of metadata (`_meta.json`) and a detailed description of an 'Anthropology Instructor' skill (`SKILL.md`). The `SKILL.md` file outlines the knowledge base, teaching approach, and usage of the skill, all focused on educational content. There is no evidence of malicious intent, such as data exfiltration, unauthorized execution, persistence mechanisms, or prompt injection attempts designed to make the AI agent perform actions outside its stated educational purpose. The content is purely informational and descriptive.
Capability Assessment
⚠ 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.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install anthropology
  3. After installation, invoke the skill by name or use /anthropology
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.1
- Added a summary line in the front matter describing the skill’s scope and content. - No changes were made to core content or teaching frameworks.
v0.1.0
Initial release: Comprehensive anthropology instructor skill covering all four subfields. - Access to a 580,000-token knowledge base drawn from 152 curated markdown files. - Includes topics in cultural, biological, archaeological, and linguistic anthropology with global coverage and major theoretical frameworks. - Employs narrative-driven teaching, Socratic questioning, and ethnographic storytelling. - Designed for conversational learning—explains anthropological concepts, gives examples, and answers related questions. - Content is structured in phases, from foundational methods to advanced regional, topical, and interdisciplinary themes.
Metadata
Slug anthropology
Version 0.1.1
License —
All-time Installs 1
Active Installs 1
Total Versions 2
Frequently Asked Questions

What is Anthropology?

Comprehensive AI skill for teaching and discussing cultural, biological, archaeological, and linguistic anthropology with rich ethnographic content and pedag... It is an AI Agent Skill for Claude Code / OpenClaw, with 2114 downloads so far.

How do I install Anthropology?

Run "/install anthropology" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Anthropology free?

Yes, Anthropology is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Anthropology support?

Anthropology is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Anthropology?

It is built and maintained by NetworkTheoryAppliedResearchInstitute (@networktheoryappliedresearchinstitute); the current version is v0.1.1.

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