academic-reviewer
Expert guidance for reviewing academic manuscripts submitted to journals, particularly in political science, economics, and quantitative social sciences. Use when asked to review, critique, or provide feedback...
Discover tools computational chemistry skills, compare source repositories and read the instructions for each workflow.
Expert guidance for reviewing academic manuscripts submitted to journals, particularly in political science, economics, and quantitative social sciences. Use when asked to review, critique, or provide feedback...
strategies for implementing the ReAct (Reason and Act) paradigm. Use this to enable Gemini to use external tools, APIs, and perform multi-step research.
Validates medical claims with external evidence using web search, providing citations for the final report.
View detected patterns from CYNIC observations and anomalies. Use when asked to show patterns, list anomalies, view trends, or see what CYNIC has learned from past judgments.
Search arXiv papers via MCP server. For psychological recovery research, deprogramming, trauma undoing - inverted for AI healing.
Validate genetic variant interpretations against SNPedia and clinical databases. Use when interpreting unknown SNPs, verifying allele orientation, or cross-checking risk assessments.
Executes standardized clinical formulas for trial-specific procedures.
Translates raw clinical monitoring activity into high-impact, professional performance bullet points for annual reviews.
Detects and visualizes geometric intersections in OpenSCAD models using built-in techniques (intersection(), debug modifiers), BOSL2 utilities (debug_this, ghost), and reusable collision check patterns. Use whe...
Evaluate the alignment between perfume descriptions, image generation prompts, and generated images. Use when verifying if AI-generated images accurately capture the essence of perfume descriptions and Old Mast...
Iteration 4 of Multiplicity Cascade - Detects cage boundaries and system limits
Use PubMed & Scholar Gateway to extract PETase (and PET hydrolase) variants and effects from 2024–2025 papers into a standardized table with citations.
Guides quantum matching implementation: state calculations, compatibility formulas, quantum entanglement matching patterns. Use when implementing matching algorithms, compatibility calculations, or quantum stat...
Guidelines for safe, modern, and OOP-compliant research and search operations.
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.
minimizes effect re-runs
Analyze Every Compound Engineering plugin and compare to our plugin for improvement suggestions
UK police force identification via JavaScript pattern matching. ALWAYS use this before AI classification (see Guardrail G-005).
Integrate DeepSeek-R1 GRPO, mHC manifold constraints, geometric scaling, and SO8T quadrality inference into Sunset Pipeline for advanced LLM evolution. Use when implementing cutting-edge mathematical reasoning...
Expert system for evaluating machine learning models. Automates the analysis of Confusion Matrices, PR Curves, and MLflow history comparison to provide objective, data-driven recommendations.
Multi-phase exploration agent for broad research and validation. Discovers subtopics, delegates parallel research, then synthesizes findings with source review.
Deep iterative research using progressive flow psychology (diverge-analyze-converge-execute) with parallel agents, skeptical analysis, and multi-perspective synthesis. Use for thorough topic exploration, decisi...
Specialized research expert for parallel information gathering. Use for focused research tasks with clear objectives and structured output requirements.
AI-powered analysis of public contracts and government spending using OCDS data.
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.