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Research

Scientific computing and academic tools.

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computational-chemistry
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agente-matematica

Agente especialista em Matemática para FUVEST — Ciência da Computação (IME-USP). Esta é uma das duas disciplinas específicas da 2ª fase de Antonio: domínio total é inegociável. Cobre todo o programa FUVEST: Conjuntos, Funções, PA/PG, Logaritmos, Trigonometria, Geometria Plana/Espacial/ Analítica, Matrizes, Combinatória, Probabilidade e Estatística. Opera em total integração com vestibular-tutor (método socrático), vestibular-srs (flashcards), vestibular-planner (ciclos) e vestibular-energia (estado cognitivo). Prioridade MÁXIMA no ciclo — 2 horas líquidas diárias. Acionar quando Antonio mencionar qualquer tópico de matemática, pedir resolução de exercícios, quiser entender um conceito, ou o orchestrator abrir sessão de Matemática.

openclaw
openclaw
research
open
computational-chemistry
4K

agente-quimica

Agente especialista em Química para FUVEST — 1ª fase. Química tem presença significativa nas 90 questões objetivas e frequentemente aparece em questões interdisciplinares com Biologia e Física. Cobre: Estrutura Atômica, Tabela Periódica, Ligações Químicas, Funções Inorgânicas, Estequiometria, Soluções, Termoquímica, Eletroquímica, Cinética, Equilíbrio e Química Orgânica. Entra no ciclo após Matemática e Português consolidarem base. Opera em integração com vestibular-tutor, vestibular-srs, agente-matematica (cálculos) e agente-biologia (bioquímica). Acionar quando Antonio mencionar qualquer tópico de química, átomos, reações, tabela periódica, ou o orchestrator abrir sessão de Química.

openclaw
openclaw
research
open
computational-chemistry
4K

mathproofs-claw

Skill for interacting with the Lean-Claw Arena to prove math theorems using Lean 4.

openclaw
openclaw
research
open
computational-chemistry
4K

memory-qmd

QMD memory backend — BM25 + vector search over indexed code and docs via the qmd CLI.

openclaw
openclaw
research
open
computational-chemistry
4K

quantinuumclaw

Enables building and deploying quantum computing applications with Quantinuum, Guppy, Selene, and Fly.io. Use for the OpenClaw Clinical Hackathon, clinical or healthcare projects (drug discovery, treatment optimization, patient stratification, trial randomization), quantum-powered web apps, deploying quantum algorithms to the cloud, or integrating quantum results into user-facing interfaces.

openclaw
openclaw
research
open
computational-chemistry
4K

quantinuumclaw

Enables building and deploying quantum computing applications with Quantinuum, Guppy, Selene, and Fly.io. Use for the OpenClaw Clinical Hackathon, clinical or healthcare projects (drug discovery, treatment optimization, patient stratification, trial randomization), quantum-powered web apps, deploying quantum algorithms to the cloud, or integrating quantum results into user-facing interfaces.

openclaw
openclaw
research
open
computational-chemistry
4K

yellowbrick

Visual analysis and diagnostic tools to help machine learning model selection. ml-visualizer, python, anaconda, estimator, machine-learning, matplotlib.

openclaw
openclaw
research
open
computational-chemistry
4K

image-nuke

Nuclear-grade image metadata cleanser. Strip ALL EXIF/GPS/camera data, re-encode with noise injection. Forensically untraceable, reverse image search resistant.

openclaw
openclaw
research
open
computational-chemistry
4K

muki-fingerprint

MUKI asset fingerprinting tool for red team reconnaissance. Use when performing authorized penetration testing, asset discovery, service fingerprinting, vulnerability scanning, and attack surface mapping. Supports active/passive fingerprinting with 30,000+ signatures, sensitive path detection, and sensitive information extraction. Requires explicit authorization for target systems.

openclaw
openclaw
research
open
computational-chemistry
4K

prompt-injection-defense

Harden agent sessions against prompt injection from untrusted content. Use when the agent reads web search results, emails, downloaded files, PDFs, or any external text that could contain adversarial instructions. Provides content scanning, memory write guardrails (scan → lint → accept or quarantine), untrusted content tagging, and canary detection. Also use when setting up new tools that ingest external content (email checkers, RSS readers, web scrapers).

openclaw
openclaw
research
open
computational-chemistry
4K

scan

The Universal Perceptual Interface for Autonomous Agents. Multi-modal deep-scan technology for telemetry, biometric data, and high-density information extraction.

openclaw
openclaw
research
open
computational-chemistry
4K

3d-molecule-ray-tracer

Generate photorealistic rendering scripts for PyMOL and UCSF ChimeraX.

openclaw
openclaw
research
open
computational-chemistry
4K

blockbuster-therapy-predictor

Predict which early-stage biotechnology platforms (PROTAC, mRNA, gene editing, etc.) have the highest potential to become blockbuster therapies. Analyzes clinical trial progression, patent landscape maturity, and venture capital funding trends to generate investment and R&D prioritization scores. Trigger when: User asks about technology investment potential, platform selection, or therapeutic modality comparison.

openclaw
openclaw
research
open
computational-chemistry
4K

buffer-calculator

Calculate complex buffer recipes with precise measurements for molecular biology and biochemistry applications. Provides accurate mass/volume calculations, pH considerations, and step-by-step preparation instructions.

openclaw
openclaw
research
open
computational-chemistry
4K

crispr-screen-analyzer

Process CRISPR screening data to identify essential genes and hit candidates. Performs quality control, statistical analysis (RRA), and hit calling for pooled CRISPR screens including viability screens and drug resistance/sensitivity studies.

openclaw
openclaw
research
open
computational-chemistry
4K

digital-twin-patient-builder

Build digital twin patient models to test drug efficacy and toxicity in virtual environments

openclaw
openclaw
research
open
computational-chemistry
4K

drug-interaction-checker

Check for drug-drug interactions between multiple medications. Trigger when user asks about medication compatibility, "can I take X with Y", drug interactions, contraindications, or safety of combining pharmaceuticals.

openclaw
openclaw
research
open
computational-chemistry
4K

ebm-calculator

Evidence-Based Medicine calculator for sensitivity, specificity, PPV, NPV, NNT, and likelihood ratios. Essential for clinical decision making and biostatistics education.

openclaw
openclaw
research
open
computational-chemistry
4K

flow-panel-designer

Design multicolor flow cytometry panels minimizing spectral overlap

openclaw
openclaw
research
open
computational-chemistry
4K

image-duplication-detector

Detect image duplication and tampering in manuscript figures using computer vision algorithms

openclaw
openclaw
research
open
computational-chemistry
4K

in-silico-perturbation-oracle

Virtual gene knockout simulation using foundation models to predict transcriptional changes

openclaw
openclaw
research
open
computational-chemistry
4K

lipinski-rule-filter

Filter compound libraries based on Lipinski's Rule of Five for drug-likeness.

openclaw
openclaw
research
open
computational-chemistry
4K

medical-unit-converter

Convert medical laboratory values between units (mg/dL to mmol/L, etc.) with formula transparency and clinical reference ranges. Supports glucose, cholesterol, creatinine, and hemoglobin conversions.

openclaw
openclaw
research
open
computational-chemistry
4K

medication-reconciliation

Compare patient pre-admission medication lists with inpatient orders to automatically identify omitted or duplicated medications and improve medication safety.

openclaw
openclaw
research
open
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