Skill UI

Datamol wraps RDKit in a Pythonic API, delivering SMILES/SELFIES conversions, molecular sanitization, descriptors, fingerprints, 3D conformers, clustering, and cloud-friendly I/O for drug discovery workflows while keeping native rdkit.Chem.Mol compatibility.

RDKit Cheminformatics Toolkit delivers Python APIs for reading/writing SMILES/SDF/InChI, sanitizing molecules, computing descriptors and fingerprints, running substructure searches/reactions, and visualizing structures for drug discovery and cheminformatics workflows.

Parses Apache/Nginx Combined logs to flag SQL injection, LFI, XSS, scanner fingerprints, brute-force bursts, enriches hits with GeoIP, and delivers a prioritized JSON report for SOC analysts.

Detect reconnaissance tools such as Nmap and Masscan using Suricata/Snort IDS signatures, thresholds, and anomaly cues to alert on TCP/UDP scans, SYN/ACK probes, and other scan fingerprints before threat actors escalate.

Profiles APT, criminal, and hacktivist groups by aggregating ATT&CK TTPs, campaigns, tooling fingerprints, and attribution indicators so teams can brief executives, update threat models, and prioritize mitigations before or after engagement.