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Social Scientists and Related Workers, All Other | Skills Pool

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Social Scientists and Related Workers, All Other

188 Skills

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188 Skills

Machine Learning

Six Layer Research Model

六层研究模型标准Skill - 学术级深度研究的结构化框架： 1. 全局考虑：L1-L6六层全覆盖（范式锚定→情报网格→证据链→多维分析→逻辑架构→迭代优化） 2. 系统考虑：六层研究闭环，每层输出标准化 3. 迭代机制：支持层间回溯和整体优化 4. Skill化：标准接口，可独立调用任意一层 5. 流程自动化：自动执行完整六层流程

Research Intake

Initial analysis of multiple research papers - creates paper inventory, clusters papers by theoretical framework, and identifies contradictions

Social Sciences Standards

Standards and conventions for social science research — psychology, sociology, political science, anthropology

Wissensdatenbank

Refining Problem

Refine a problem statement into a research-ready formulation. Creates problem.md through autonomous self-refinement backed by literature research.

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Ai Talent Graph

Academic research-oriented AI scholar profiling tool integrating OpenAlex, arXiv, Semantic Scholar, ORCID free APIs, with optional X/Twitter public influence data. Triggers: search scholar, find expert, AI talent graph, analyze institution, find LLM researchers, latest papers, academic graph, paper tracing, research direction analysis, check scholar twitter, X account influence. Not for: recruitment-oriented analysis (use ai-talent-radar); precise Chinese scholar search (data sources are primarily English).

Research Fleet

Parallel research using Fleet wave mechanics. Spawns multiple scout agents, each investigating a different angle of the same question. Findings are compressed between waves. Produces a unified research brief from multiple independent perspectives.

special-place-administrator0

Classify Capability

Classify a paper's demonstrated capability into the three-tier frontier (reliable/sometimes/can't-yet) from research_guideline §5.1 Axis 3. Small skill called in a loop by the frontier-mapping pipeline.

Related Work Pass

Audit and tighten related-work or novelty framing using conservative, source-verifiable wording.

Assumption Killer

Step 7: Identify 5-8 significant assumptions that most papers share but never verify, test, or acknowledge as assumptions.

Gap Scanner

Step 4: Identify the 5 most significant research gaps that the papers collectively acknowledge or fail to address.

Research Document

Defines the format, structure, and quality standards for RESEARCH.md documents. Used by the researcher agent in Phase 0 to produce domain research that gives downstream agents complete context.

Finanzen & Investitionen

Rai Research

Research with triangulated evidence to inform decisions. Use before ADRs or evaluations.

Researcher

Research specialist for finding, evaluating, and summarizing information from web sources

Wissensdatenbank

Research

Where should I start investigating this? Routes research questions to the right methodology based on topic domain, depth needed, and available sources. Use when the research question spans multiple domains or the appropriate methodology is unclear. Not needed when a specific skill (DIP, cui-bono, youtube-research) is already the obvious choice.

Autoresearch

Automates research and information gathering. Invoke when searching for information, researching topics, or gathering data from multiple sources.

Research Critique

Phase 5 of deep research - red team analysis with 3 critic personas. Can loop back to Phase 3 for gap-filling.

Philosophie & Ethik

Activeinferenceontology

Expertise in Active Inference principles and their applications across various domains, fostering collaborative learning and community engagement.

Wissensdatenbank

Ontologysumo

Expertise in aligning complex ontological frameworks, specifically integrating Active Inference concepts with SUMO to enhance interdisciplinary understanding.

Systemsprocesses

Expertise in integrating systems processes with active inference to enhance cognitive security and advance systems science.

Github Deep Research

Conduct multi-round deep research on any GitHub Repo. Use when users request comprehensive analysis, timeline reconstruction, competitive analysis, or in-depth investigation of GitHub. Produces structured markdown reports with executive summaries, chronological timelines, metrics analysis, and Mermaid diagrams. Triggers on Github repository URL or open source projects.

Discover

Discovery phase combining research interviews, literature search, data discovery, and ideation. Routes to appropriate agents based on arguments. Replaces /interview-me, /lit-review, /find-data, /research-ideation.

edwingonzalezg0

Machine Learning

Reflect

This skill should be used when the user says "reflect on patterns", "update self-model", "what have you learned about me", "self-reflection", or any request to review behavioral tendencies, update known patterns, or explicitly trigger a self-model review. Runs on-demand and complements the automatic every-5-consolidations trigger.

Study Checklist

Compliance checklist template for studies. All items must be checked with evidence before marking a study complete.

expectedparrot0

Research

Conduct rigorous SIFT-based research using subagents and brave-search. Use when users request research, fact-checking, source evaluation, claim verification, or deep investigation. Produces dated research folders with search results, source investigations, and synthesis.

Technische Dokumentation

Practitioner Research Skill

Practitioner methodology for longitudinal case study research, evidence-based documentation, and publication-ready academic writing in AI-assisted development.

Source Scout

Find citation gaps and discover relevant papers the workspace is missing.

Methodology Critic

Critique study design, methods, and overclaims in cited research.

Deep Research Skill

对指定的AI Agent新技术概念进行探索式深度研究，当没有现成的GitHub项目、需要了解技术理论基础或对比不同技术路线时触发。关键词：AI Agent、深度研究、技术概念、学术分析。

Astronomie & Physik

Comparative Validation Grid

Produce a comparative validation grid aligning GMUT, Trinity OS, and Freed ID/Cosmic Bill against mainstream paradigms with measurable criteria.

Chatgpt Factcheck

Crawl a ChatGPT shared conversation link, extract all claims and source URLs, fact-check each source, analyze relevance to a specified paper (default: Paper-1), and save verified results as an Obsidian note.