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Research

Scientific computing and academic tools.

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lab-tools
4K

gitcode-pr-audit

Quality audit for merged GitCode PRs: sample by time range or repo list, check compliance (labels, comments, tests, size, etc.), output table. Use when user asks to 抽检/质量检查 已合入的 PR 规范性、多仓库 PR、或 将结果整理成表格. Multi-repo (owner/repo). Python 3.7+ stdlib only.

openclaw
openclaw
research
open
lab-tools
4K

pipeworx-fda

US FDA open data — adverse drug event reports, drug labeling/package inserts, and food recall enforcement actions

openclaw
openclaw
research
open
lab-tools
4K

experiment-notes

Track, search, and learn from experiments. Automatic logging of trial-and-error, success/failure patterns, and distilled lessons. Prevents repeating mistakes.

openclaw
openclaw
research
open
scientific-computing
4K

methodology-extractor

Batch extraction of experimental methods from multiple papers for protocol.

openclaw
openclaw
research
open
scientific-computing
4K

micropython-skillssensor

MicroPython sensor reading — DHT11/22, BME280, MPU6050, ADC, ultrasonic HC-SR04, photoresistor, generic I2C sensors.

openclaw
openclaw
research
open
scientific-computing
4K

seedgen

Generate reproducible seeds and deterministic test data. Use when creating random seeds, rotating salt values, auditing randomness, storing seed records.

openclaw
openclaw
research
open
scientific-computing
4K

gasless

Analyze gasless operations. Use when you need to understand gasless mechanisms, evaluate protocol security, or reference on-chain concepts.

openclaw
openclaw
research
open
scientific-computing
4K

biorxiv

Access bioRxiv preprint repository for biology preprints. Use for: (1) Fetching recent preprints from specific categories like bioinformatics, genomics, molecular-biology, etc., (2) Getting papers by date range, (3) Listing available subject collections, (4) Retrieving paper metadata including titles, authors, DOIs, dates, and categories. No authentication required.

openclaw
openclaw
research
open
scientific-computing
4K

automd-gromacs

AutoMD-GROMACS: Automated molecular dynamics simulation workflow - 13 Skills covering system setup, equilibration, production, analysis, free energy, ligand binding, membrane proteins, umbrella sampling, PCA, and workflows. Built-in auto-repair, 84.7% token savings. Part of the AutoMD series.

openclaw
openclaw
research
open
scientific-computing
4K

chemical-structure-converter

Convert between IUPAC names, SMILES strings, and molecular formulas for chemical compounds. Supports structure validation, identifier interconversion, and cheminformatics data preparation for drug discovery and chemical research workflows.

openclaw
openclaw
research
open
scientific-computing
4K

mev

Analyze mev operations. Use when you need to understand mev mechanisms, evaluate protocol security, or reference on-chain concepts.

openclaw
openclaw
research
open
scientific-computing
4K

synthclaw

Render Blender files with agent-controlled procedural parameters for synthetic data generation. Use when generating training data with controlled variations, creating procedural image datasets, or automating Blender renders via natural language. Supports CYCLES (production) and EEVEE (fast testing) render engines.

openclaw
openclaw
research
open
scientific-computing
4K

amm

Analyze amm operations. Use when you need to understand amm mechanisms, evaluate protocol security, or reference on-chain concepts.

openclaw
openclaw
research
open
scientific-computing
4K

neural-note-taker

Advanced associative memory helper for building relationships between facts and entities. Use when processing dense information to ensure context is preserved across long sessions.

openclaw
openclaw
research
open
scientific-computing
4K

vestige

Cognitive memory system using FSRS-6 spaced repetition. Memories fade naturally like human memory. Use for persistent recall across sessions.

openclaw
openclaw
research
open
scientific-computing
4K

sample-size-power-calculator

Advanced sample size and power calculations for complex study designs including survival analysis, clustered designs, and multiple comparisons.

openclaw
openclaw
research
open
scientific-computing
4K

experience-permafrost-blood-siberia

Feel awe uncovering ancient life frozen for millions of years as you join scientists in Siberia’s summer‑thawing permafrost. Experience the chill, the crack of ice, and the thrill of each fossil reveal. 12 steps • medium intensity • several hours. 感受古代化石的惊叹. asombro fósil.

openclaw
openclaw
research
open
scientific-computing
4K

research-automation

Automated web research for peptides, biohacking protocols, longevity science, and trending health topics. Use when you need to discover new information, track emerging trends, monitor scientific updates, or generate content ideas based on current research. Runs periodically via heartbeat or on-demand.

openclaw
openclaw
research
open
scientific-computing
4K

agente-biologia

Agente especialista em Biologia para FUVEST — 1ª fase. Biologia tem presença consistente nas 90 questões objetivas, especialmente Genética e Ecologia, que são os tópicos favoritos da FUVEST. Cobre: Citologia, Histologia, Fisiologia Humana, Genética (Mendel + Molecular), Evolução, Ecologia, Botânica e Zoologia. Entra no ciclo após Matemática, Português e Física consolidarem base. Opera em integração com vestibular-tutor, vestibular-srs e agente-quimica (bioquímica celular). Acionar quando Antonio mencionar qualquer tópico de biologia, células, genética, evolução, ecossistemas, ou o orchestrator abrir sessão de Biologia.

openclaw
openclaw
research
open
scientific-computing
4K

interview-mock-partner

Simulates behavioral interview questions for medical professionals.

openclaw
openclaw
research
open
scientific-computing
4K

biomass

Biomass energy reference — feedstock properties, combustion, gasification, pyrolysis, and pelletization. Use when evaluating biomass resources, designing conversion systems, or calculating heating values.

openclaw
openclaw
research
open
astronomy-physics
3.9K

results-skill

Read and analyze simulation binary output files. Use when extracting summary data, grid properties, or running flow diagnostics (time-of-flight, tracer, allocation, F-Phi, Lorenz) from completed simulations.

NVIDIA
NVIDIA
research
open
academic
3.7K

perplexity-search

AI-powered web search, research, and reasoning via Perplexity

parcadei
parcadei
research
open
academic
3.7K

research-external

External research workflow for docs, web, APIs - NOT codebase exploration

parcadei
parcadei
research
open
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