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Research

Scientific computing and academic tools.

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academic
2

content-research-writer

Creates high-quality content (blog posts, tweets, newsletters, documentation) that matches the user's writing style and voice. Performs web research to find citations and supporting evidence. Use when user requests blog posts, marketing content, newsletters, tweets, or any written content that should sound authentic and be well-researched.

breverdbidder
breverdbidder
research
open
academic
2

book-reader

Read and search digital books (PDF, EPUB, MOBI, TXT). Use when answering questions about a book, finding quotes or passages, navigating to specific pages or chapters, or extracting information from documents.

TrevorS
TrevorS
research
open
academic
2

grounded-query

Verifies factual claims against source documents. Use when answering questions about meeting content, decisions, project details, or any assertion that should be grounded in data files.

my-entourage
my-entourage
research
open
academic
2

pdf-analysis

Analyze PDF documents including reports, whitepapers, ebooks, and manuals. Use when the user mentions PDF, document, whitepaper, ebook, report file, or wants to analyze a .pdf file.

az9713
az9713
research
open
academic
2

citation-manager

Manage bibliographies, citations, and academic references in multiple formats

eddiebe147
eddiebe147
research
open
scientific-computing
2

exploratory-analysis

Systematic exploratory data analysis process - discover patterns in unfamiliar data, identify meaningful insights, formulate specific questions for deeper investigation

tilmon-engineering
tilmon-engineering
research
open
scientific-computing
2

design-synthesis

Synthesizes research findings into design decisions via codebase investigation. Use when (1) translating research into implementation approaches, (2) selecting between design alternatives, (3) executing after /research or deep-research, or (4) preparing input for /plan phase.

bsamiee
bsamiee
research
open
bioinformatics
2

td-glm

Comprehensive Generalized Linear Model analytics for regression and classification

teradata-labs
teradata-labs
research
open
scientific-computing
2

text-analyst

Computational text analysis for sociology research using R or Python. Guides you through topic models, sentiment analysis, classification, and embeddings with systematic validation. Supports both traditional (LDA, STM) and neural (BERT, BERTopic) methods.

nealcaren
nealcaren
research
open
scientific-computing
2

data-science-tools

Documentation of available data science libraries (scipy, numpy, pandas, sklearn) and best practices for statistical analysis, regression modeling, and organizing analysis scripts. **CRITICAL:** All analysis scripts MUST be placed in reports/{topic}/scripts/, NOT in root scripts/ directory.

mikkelkrogsholm
mikkelkrogsholm
research
open
scientific-computing
2

comprehensive-research

Multi-phase research orchestration for thorough codebase, documentation, and external knowledge investigation. Invoked by /ai-eng/research command. Use when conducting deep analysis, exploring codebases, investigating patterns, or synthesizing findings from multiple sources.

v1truv1us
v1truv1us
research
open
academic
2

drasi-queries

Guide for writing Drasi continuous queries using Cypher. Use this when asked to create, modify, or troubleshoot Drasi queries.

lukemurraynz
lukemurraynz
research
open
academic
2

exa-answer

Generate answers to questions with structured output using AI search and synthesis. Use when you need factual answers with citations from web sources, or when you want to extract specific structured information in response to a query.

benjaminjackson
benjaminjackson
research
open
academic
2

perplexity-tools

Executes Perplexity AI queries via unified Python CLI. Use when conducting web research, asking questions with citations, deep research tasks, reasoning problems, or searching for up-to-date information.

bsamiee
bsamiee
research
open
academic
2

exa-research

Use when the user mentions Exa research OR when the workflow benefits from complex, multi-step research and other exa-ai approaches are not yielding satisfactory results.

benjaminjackson
benjaminjackson
research
open
scientific-computing
2

research

Run structured research experiments for Sunaba creature evolution. Use for creating experiments, investigating problems, making code changes, running training, and tracking progress across physics, morphology, neural, chemistry, and integration work.

arturh85
arturh85
research
open
scientific-computing
2

research

Comprehensive research, analysis, and content extraction system. Multi-source parallel research using available researcher agents. Deep content analysis with extended thinking. Intelligent retrieval for difficult sites. Fabric pattern selection for 242+ specialized prompts. USE WHEN user says 'do research', 'extract wisdom', 'analyze content', 'find information about', or requests web/content research.

multicam
multicam
research
open
academic
2

aesthetic-critic-historian

[Aesthetics] Positions aesthetics within art/design history, identifies what traditions it echoes, and spots clichés, generic trends, and AI-slop patterns to avoid. Outputs Critical Notes as Memo nodes in Brain canvas.

CANTAGESTUDIO
CANTAGESTUDIO
research
open
academic
2

critical-thinking

Analyze arguments, detect biases, evaluate claims, and improve reasoning. Use when asked to fact-check, identify logical fallacies, evaluate arguments, analyze predictions, find root causes, or think adversarially about plans. Triggers include "evaluate this argument", "logical fallacies", "fact check", "analyze the claims", "identify biases", "devil's advocate", "red team this", "root cause".

spitoglou
spitoglou
research
open
academic
2

multi-model-research

Orchestrate multiple frontier LLMs (Claude, GPT-5.1, Gemini 3.0 Pro, Perplexity Sonar, Grok 4.1) for comprehensive research using LLM Council pattern with peer review and synthesis

krishagel
krishagel
research
open
academic
2

rag-systems

Retrieval Augmented Generation systems with vector search, document processing, and hybrid retrieval.

pluginagentmarketplace
pluginagentmarketplace
research
open
academic
2

research-trigger

Natural language wrapper for research command - automatically triggers /research when users ask questions requiring deep research, best practices lookup, or multi-source information gathering

grandinh
grandinh
research
open
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