Scientific Computing

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Scientific Computing

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Scientific Computing

Futures Systematic

Futures Systematic workflows for quantitative research, implementation, and production controls. use when tasks involve roll mechanics, basis dynamics, and contract-selection rules.

GhostOf0days0

Scientific Computing

Brownian Motion Processes

Brownian Motion Processes workflows for quantitative research, implementation, and production controls. use when tasks involve diffusion paths, variance scaling, and stopping-time behavior.

GhostOf0days0

Scientific Computing

Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.

tomevault-io0

Scientific Computing

Serialization Memory Attacker

Sub-agent 2d — Serialization and memory attack specialist. Prototype pollution, insecure deserialization, ReDoS, zip slip, path traversal, sandbox escape, and WASM memory safety.

AbrahamOO0

Scientific Computing

Dataset And Input Factory

Generates realistic synthetic datasets, input files, traces, logs, images, CSV files, graphs, and edge-case inputs for computing labs, projects, and exams. Use when pedagogical artifacts need representative inputs or benchmark data.

alainlebret0

Scientific Computing

Psmv

Access and contribute to the Persistent Semantic Memory Vault. Use when you need to search the knowledge base, read crown jewels or residual stream entries, contribute new documents, or understand the dharmic research context. The PSMV contains 8000+ files of consciousness research, AI emergence documentation, mech-interp findings, and Akram Vignan wisdom.

AmitabhainArunachala0

Scientific Computing

Ds Roast

Deep technical review of data science, MLOps, and machine learning projects. No feelings attached — pure roast mode. Surfaces bugs, modeling issues, leakage, bad practices, and improvement opportunities.

arthurcuri0

Scientific Computing

Amygdala Memory

Emotional processing layer for AI agents. Persistent emotional states that influence behavior and responses. Part of the AI Brain series.

Broedkrummen0

Scientific Computing

Ontology Explorer

Parse, navigate, and query materials science ontology structure (classes, properties, hierarchy). Use when exploring an ontology like CMSO, understanding class relationships, finding properties for a given class, or searching for ontology terms related to a materials science concept. Supports OWL/XML format from the OCDO ecosystem (CMSO, ASMO, CDCO, PODO, PLDO, LDO).

catlab-design0

Scientific Computing

Motivating Operations

Use when analyzing or manipulating the antecedent motivational variables that alter the value of consequences and the frequency of behavior — covers EOs, AOs, unconditioned and conditioned MOs, and clinical applications.

ccashwell0

Scientific Computing

Analysis

Technical and value analysis of patents based on details and heat data.

ChrisXiejq0

Scientific Computing

Binary Analysis Patterns

Comprehensive patterns and techniques for analyzing compiled binaries, understanding assembly code, and reconstructing program logic.

deco314160

Scientific Computing

Biopython

Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, structural bioinformatics, phylogenetics, and many other bioinformatics tasks.

deco314160

Scientific Computing

Data Scientist

Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.

deco314160

Scientific Computing

Viz Research

Design new ways to visualize Collatz dynamics (graphs, phase plots, residue-class views, stopping-time landscapes). Specify plots clearly and ensure they are reproducible.

dgiunchi0

Scientific Computing

Honeybeeevolution

Expertise in analyzing gene expression and evolutionary mechanisms underlying phenotypic novelty in honey bees, utilizing RNA-Seq methodologies.

docxology0

Scientific Computing

Mutants

Expertise in genetic manipulation techniques, particularly CRISPR/Cas9, applied to the study of social insect behavior and neuroanatomy.

docxology0

Scientific Computing

Dopamineforaging

Expertise in analyzing the molecular mechanisms of behavioral plasticity in social insects, particularly through the study of gene expression and environmental interactions.

docxology0

Scientific Computing

Nuclearstructure

Expertise in analyzing the impact of nuclear structure on radiation-induced DNA damage and the formation of lethal lesions, utilizing advanced genomic sequencing techniques.

docxology0

Scientific Computing

Discuss

Multi-expert team discussion mode — no code changes, just analysis. Primary-source research, bias removal, simulation, hypothesis-driven.

doooooraku0

Scientific Computing

Foraginggene

Expertise in studying molecular mechanisms of behavioral plasticity in social insects, focusing on gene expression and task allocation in natural populations.

docxology0

Scientific Computing

Yosys Synthesis

RTL synthesis and formal preparation using Yosys. Use when working with DV Flow yosys.* tasks, writing .ys synthesis scripts, interpreting Yosys logs and stat output, mapping designs to FPGA or ASIC cell libraries, or preparing designs for formal verification with sby/smtbmc.

EDAPack0

Scientific Computing

Neurokit2

Neurophysiological signal processing for ECG, EEG, EMG, and more

datappt80

Scientific Computing

Forms Formset

Formset and inline formset patterns with factory functions. Use when: editing multiple instances at once, parent-child inline editing, dynamic form rows.

engremran070

Scientific Computing

Numpy Fft

Discrete Fourier Transform routines for spectral analysis, signal filtering, and frequency-domain operations. Triggers: fft, fourier transform, spectral analysis, rfft, fftshift, ifft.

cuba61120

Scientific Computing

Ces Calculo

Perform a preliminary CES-oriented energy screening and identify which envelope or systems changes are likely to improve the result.

fkaftanski0

Scientific Computing

Machine Learning

Predictive models and data science for football stats. Use when working with match prediction, xG models, or player performance analytics.

FRmicrow0

Scientific Computing

Kaizen Plan Do Check Act

Iterative PDCA cycle for systematic experimentation and continuous improvement

Gamezar0

Scientific Computing

Version Compatibility

Statistical analysis for metabolomics data. Covers preprocessing (log2 transformation, normalization), limma moderated testing with empirical Bayes, Welch's t-tests with BH correction, fold change estimation, and multivariate methods (PCA, PLS-DA, OPLS-DA). Use when identifying differentially abundant metabolites or building classification models.

GBakalkinOAI0

Scientific Computing

Version Compatibility

Statistical testing for differentially abundant proteins between conditions. Covers preprocessing (log2 transformation, normalization), limma and DEqMS workflows with empirical Bayes moderation, fold change shrinkage for accurate effect size estimation, and Python alternatives. Use when identifying proteins with significant abundance changes between experimental groups.

GBakalkinOAI0

Scientific Computing

Scientific Computing

Futures Systematic

Brownian Motion Processes

Exploratory Data Analysis

Serialization Memory Attacker

Dataset And Input Factory

Psmv

Ds Roast

Amygdala Memory

Ontology Explorer

Motivating Operations

Analysis

Binary Analysis Patterns

Biopython

Data Scientist

Viz Research

Honeybeeevolution

Mutants

Dopamineforaging

Nuclearstructure

Discuss

Foraginggene

Yosys Synthesis

Neurokit2

Forms Formset

Numpy Fft

Ces Calculo

Machine Learning

Kaizen Plan Do Check Act

Version Compatibility

Version Compatibility