vector-memory
HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, and 3-tier memory management.
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, and 3-tier memory management.
Batch embedding generation with caching, rate limiting, and multiple provider support
Multi-sensor fusion algorithms for perception in autonomous driving
Dynamic Light Scattering skill for hydrodynamic size distribution and polydispersity analysis
Nanoparticle Tracking Analysis skill for single-particle size and concentration measurements
Time-of-Flight Secondary Ion Mass Spectrometry skill for molecular surface analysis and imaging
ParaView visualization skill for 3D scientific data rendering and analysis
Classical data encoding skill for quantum machine learning applications
Chain-of-thought and step-by-step reasoning prompts for complex problem solving
Enriches data catalog entries with automated metadata
Medical image processing algorithm validation skill for segmentation, detection, and analysis algorithms
Machine learning skill for nanomaterial property prediction and discovery acceleration
Raman spectroscopy skill for molecular fingerprinting, structural characterization, and chemical identification of nanomaterials
UV-Vis-NIR spectroscopy skill for optical property characterization including plasmon resonance and bandgap analysis
PyMeasure laboratory automation skill for instrument control and automated measurement sequences
PennyLane integration skill for hybrid quantum-classical machine learning and variational algorithms
Constitutional AI and safety guardrail prompts for aligned LLM behavior
Bayesian network construction and inference skill for probabilistic reasoning, causal analysis, and belief updating
Nanotoxicology skill for in vitro cytotoxicity assessment and cell viability analysis
Synthesis parameter optimization skill for metal, semiconductor, and oxide nanoparticle production with automated protocol generation and reproducibility validation
Transmission Electron Microscopy image analysis skill for nanoparticle size, morphology, and crystallography assessment
Bluesky experimental orchestration skill for scan automation, data collection, and metadata management
Analysis skill for detecting and mitigating barren plateaus in variational circuits
Quantum kernel computation skill for quantum machine learning