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Synthesize claims across multiple sources to identify consensus, disagreements, and emerging narratives on AI research topics. Use when you have claims from both lab researchers and critics on the same topic an...
Extract structured claims, predictions, hints, and opinions from AI research content. Use when processing tweets, blog posts, substacks, or other content from AI researchers to identify substantive assertions a...
Filter and classify AI research content for relevance, topic, and author category. Use for bulk triage of raw content before detailed claim extraction.
Manage Gemini Deep Research API quotas with rate limiting, exponential backoff, and client-side tracking. Use when handling API quota errors, implementing rate limiting, batch job submission, or when asked abou...
Generate evidence-based documentary reports by searching across Brain memory system, .agents/ artifacts, and GitHub issues. Produces investigative journalism-style analysis with full citation chains.
Research external topics, create comprehensive analysis, determine project applicability, and incorporate learnings into Brain memory system. Transforms knowledge into searchable, actionable project context.
使用Tavily API进行网络搜索，获取实时信息、回答问题或研究主题
Expertise in analytically rigorous document critique and editorial review. Use when a user asks to "critique," "review," "edit," or "check the logic" of reports, articles, or briefs, especially those requiring...
Evaluates and judges PEIL-generated prompts for quality and effectiveness. Use when assessing prompt quality, providing feedback on system prompts, rating prompts against criteria, or improving prompt engineeri...
Navigate index.md files generated by the catalogador tool to identify the minimal set of documents or sections to read. Use this skill when exploring directories that contain index.md files, when attempting to...
Fast, lightweight web search and content extraction via Brave Search (HTML scrape). Use for quick lookups, scoping, or lightweight docs/fact checks; optionally pair with exa-search for deep multi-step research...
Deep web research, structured answers, and content retrieval using Exa. Use for heavy research, multi-step synthesis, or rich structured outputs; optionally pair with brave-search for fast scoping but not requi...
Extract entities and concepts from documents using HAIOS memory system. Use when ingesting new documents, analyzing content structure, or populating the knowledge base.
HAIOS Observation Triage Cycle for processing captured observations. Use when scanning archived work items to triage and act on observations. Guides SCAN->TRIAGE->PROMOTE workflow with dimension validation.
HAIOS Investigation Cycle for structured research and discovery. Use when starting or resuming an investigation. Guides HYPOTHESIZE->EXPLORE->CONCLUDE workflow with phase-specific tooling.
Enforce rigorous academic standards for research and writing, specifically prioritizing Finance, AI, and Quantitative Finance domains. Defines mandatory citation styles, language, and output formats.
Create polished research manuscripts with professional formatting and scholarly precision. Guides the full writing process from outline to submission-ready document.
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews,...
Use this skill for requests related to web research; it provides a structured approach to conducting comprehensive web research
Fetch and summarize authoritative external sources into actionable guidance using MCP helpers. EXCLUSIVE to researcher agent.
Interactive interview for journal entry reflections. Covers all 5 research sub-questions (Workflow, Autorschaft, Iteration, Scheitern, Ästhetik) aligned with the main research question.
Use when planning features and need current API docs, library patterns, or external knowledge - gathers well-sourced, current information from the internet to inform technical decisions
This skill provides specialized tools for searching and retrieving Islamic classical texts from the Turath.io API and local metadata database. Use this skill when researching Islamic literature, finding book re...
This skill should be used when user asks "/review", "검토 보고서", "검토보고", "분석 보고서", "review report", "analysis report", "법률 검토", "규제 검토", "라이선스 검토", or wants to create professional Korea...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.