GitHub
research
Guide for conducting thorough and synthesized research, focusing on verification, multi-source analysis, and RAG patterns.
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Databases AI Skills
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GitHub
latex-thesis
Build LaTeX thesis, sync figures from outputs/plots/, analyze experiment results, manage BibTeX bibliography. Use when working with thesis chapters, interpreting ML results, adding citations, or updating figure...
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GitHub
tag-article
Analyze archive article content and apply relevant tags from the canonical tag list
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GitHub
librarian
Provides expertise in bibliographic data, book classification, citation formats, reading history management, and library science principles for organising and managing book collections.
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GitHub
master-planner-researcher-prp
Master planner + deep researcher. Use when you need to turn a request into a research-backed, implementation-ready plan (PRP) using Tavily (web), Context7 (official docs), and Sequential Thinking (structured re...
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GitHub
perplexity-search
A skill for performing web searches, research, and reasoning using the Perplexity API. Handles real-time web information retrieval, deep research analysis, and advanced reasoning tasks. Use when the user asks f...
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GitHub
evidence-based-responses
Guide for writing and responding to code review comments with evidence-based claims. Use when writing PR review comments, responding to reviewer feedback, or engaging in technical discussions where claims shoul...
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GitHub
perform-research
Guidelines for safe, modern, and OOP-compliant research and search operations.
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GitHub
research
Deep research within a specified domain. Use when the user wants to search a website comprehensively, gather information from multiple pages on a domain, or compile research from a specific site.
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GitHub
talk-dig
Analyze academic talk posters to discover and summarize the speaker's relevant papers. Extracts speaker info and topic from poster images, searches for their papers online, and provides comprehensive summaries.
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GitHub
describe-article
Analyze archive article content and generate a subtitle and description
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GitHub
scientific-literature-search
Query authoritative scientific databases (PubMed, Semantic Scholar) for medical literature. Use when user asks about research on conditions, mechanisms, treatments, or when investigate-root-cause needs scientif...
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GitHub
sci-paper-assistant
Automatically generate SCI research papers from project code implementation and problem-solving processes
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GitHub
context-engineering
Advanced 2026 context curation patterns (Nvidia Eureka, Context Hygiene, RLMF) for autonomous agents.
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GitHub
master-planner-researcher-prp
Master planner + deep researcher. Use when you need to turn a request into a research-backed, implementation-ready plan (PRP) using Tavily (web), Context7 (official docs), and Sequential Thinking (structured re...
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GitHub
project-referee
Critiques ML conference papers with reviewer-style feedback. Use when users want to anticipate reviewer concerns, identify weaknesses, check claim-evidence gaps, or find missing citations.
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GitHub
audit-paper
Rigorously audit scientific papers from arXiv or PDF. Runs 5-agent pipeline with adversarial review, mathematical verification, and code execution. Use when asked to review, audit, or analyze an academic paper.
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GitHub
second-opinion
This skill queries GPT-5.2 Pro and Gemini 3 Pro in parallel to get alternative perspectives on Claude's outputs. It extracts context automatically from conversation history, sends the same task to both models c...
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GitHub
narrow-effect-dependencies
minimizes effect re-runs
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GitHub
compound-plugin-analyzer
Analyze Every Compound Engineering plugin and compare to our plugin for improvement suggestions
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GitHub
force-matching
UK police force identification via JavaScript pattern matching. ALWAYS use this before AI classification (see Guardrail G-005).
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GitHub
neuroimaging-qc
Evidence-based QC decision-making for neuroimaging data. Interpret QC metrics from any pipeline (fMRIPrep, MRIQC, FreeSurfer, MNE-Python, Homer3, custom outputs) to make justified inclusion/exclusion decisions....
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GitHub
data-analysis
Data analysis workflows and patterns for processing, analyzing, and visualizing data using Python data science libraries.
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GitHub
dynamic-imports-for-heavy-components
directly affects TTI and LCP
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