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Chemistry

Molecular modeling and reactions.

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computational-chemistry
195

causal-inference-guide

Causal inference methods including DiD, IV, RDD, and synthetic control

wentorai
wentorai
research
open
computational-chemistry
195

drug-target-interaction

Computational drug-target interaction prediction and virtual screening

wentorai
wentorai
research
open
computational-chemistry
185

binary-reconnaissance

Initial reconnaissance on binaries including checksec, file analysis, strings, and symbols. First step for any new target.

majiayu000
majiayu000
research
open
computational-chemistry
185

bio-cosmic

This skill should be used when the user needs to query COSMIC Cancer Gene Census to check if genes are known cancer genes. Triggers include requests to annotate genes with cancer information, check if variants are in cancer genes, or retrieve cancer gene properties from COSMIC database.

majiayu000
majiayu000
research
open
computational-chemistry
185

heme-onc-consultant

Heme/Onc consultant: Rapid clinical decision support for hematology and oncology with multi-level analysis. Provides immediate guidance followed by deep adversarial validation, tumor board simulation with multiple specialties, evidence-based research, and risk-benefit analysis. Use for diagnostic dilemmas, treatment planning, complex cases, or when uncertain about clinical decisions in hematology/oncology.

majiayu000
majiayu000
research
open
computational-chemistry
185

guardrails-safety

Instrument safety checks, content filters, and guardrails for agent outputs

majiayu000
majiayu000
research
open
computational-chemistry
181

read-paper

Find and thoroughly read a pathology foundation model paper from the papers/ directory. Use as a prerequisite before adding model information or magnification to the README.

georg-wolflein
georg-wolflein
research
open
computational-chemistry
181

add-model

Add a new pathology foundation model to the README (excluding magnification). Use when the user asks to add a model, paper, or feature extractor to the list, or mentions a new paper in the papers/ directory.

georg-wolflein
georg-wolflein
research
open
computational-chemistry
181

add-magnification

Calculate and add the effective magnification for a pathology foundation model already listed in the README. Use when the user asks to add magnification for a model that is already in the table.

georg-wolflein
georg-wolflein
research
open
computational-chemistry
178

image

Unified tool for analyzing and displaying images (vision analysis and image display).

PhyAgentOS
PhyAgentOS
research
open
computational-chemistry
176

mutation-testing

Use when running mutation testing, killing mutants, verifying test quality, checking mutation score, or analyzing survivors after the test baseline is green

SebastienDegodez
SebastienDegodez
research
open
computational-chemistry
166

pyfixest

Fast high-dimensional fixed effects: OLS, Poisson, IV with multi-way FE; DiD (TWFE, did2s, Sun-Abraham); clustered SEs; etable/coefplot/iplot. Use for FE regressions or DiD. For panel RE/between use linearmodels; for GLM without FE use statsmodels.

DAAF-Contribution-Community
DAAF-Contribution-Community
research
open
computational-chemistry
164

kerberos-attacks

Kerberos protocol attack techniques and exploitation

CyberStrikeus
CyberStrikeus
research
open
computational-chemistry
164

recon-methodology

Bug bounty and pentest reconnaissance methodology

CyberStrikeus
CyberStrikeus
research
open
computational-chemistry
162

mev

MEV protection against sandwich attacks and front-running

alsk1992
alsk1992
research
open
computational-chemistry
157

coot-rdkit

RDKit molecular manipulation and visualization within Coot's Python environment. Use when working with Coot and need to (1) Create RDKit molecules from Coot monomers, (2) Modify molecular structures (e.g., atom substitution), (3) Generate 2D chemical structure diagrams, (4) Perform cheminformatics operations on ligands or small molecules loaded in Coot.

pemsley
pemsley
research
open
computational-chemistry
157

coot-validation

Comprehensive structure validation combining model-to-map analysis and unmodeled density detection

pemsley
pemsley
research
open
computational-chemistry
157

coot-refinement

Best practices for protein structure refinement and validation in Coot. Use when performing (1) Residue refinement operations, (2) Model building and fitting, (3) Rotamer fixing, (4) Scripted/automated refinement workflows, (5) Validation and correlation checking.

pemsley
pemsley
research
open
computational-chemistry
157

compound-database-crossref

Cross-Database Compound Lookup - Cross-reference compound across databases: PubChem, ChEMBL, KEGG, and CAS number lookup. Use this skill for chemical information tasks involving get compound by name get molecule by name kegg find CASToPrice. Combines 4 tools from 4 SCP server(s).

InternScience
InternScience
research
open
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