49 Commits

Author SHA1 Message Date
Timothy Kassis
57bde764fe Added ISO 13485 certification prep skill 2025-12-29 11:12:50 -08:00
Robert
95a3b74b3b Move Neuropixels-Analysis to new Neuroscience category
Create new "🧠 Neuroscience & Electrophysiology" category for better
classification. Neuropixels is research neuroscience (animal models,
invasive recordings) rather than clinical healthcare AI.

- Remove from Healthcare AI section
- Add new Neuroscience & Electrophysiology section
- Keep NeuroKit2 in Healthcare AI (surface biosignals, clinical focus)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2025-12-17 11:20:00 -05:00
Robert
312f18ae60 Add neuropixels-analysis skill for extracellular electrophysiology
Adds comprehensive toolkit for analyzing Neuropixels high-density neural
recordings using SpikeInterface, Allen Institute, and IBL best practices.

Features:
- Data loading from SpikeGLX, Open Ephys, and NWB formats
- Preprocessing pipelines (filtering, phase shift, CAR, bad channel detection)
- Motion/drift estimation and correction
- Spike sorting integration (Kilosort4, SpykingCircus2, Mountainsort5)
- Quality metrics computation (SNR, ISI violations, presence ratio)
- Automated curation using Allen/IBL criteria
- AI-assisted visual curation for uncertain units
- Export to Phy and NWB formats

Supports Neuropixels 1.0 and 2.0 probes.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2025-12-17 11:06:28 -05:00
Timothy Kassis
78331e1b37 Remove all writing skills for upcoming upgrade 2025-12-07 13:54:58 -08:00
Timothy Kassis
49567890a6 Add BRENDA enzyme database 2025-12-03 17:29:05 -08:00
Timothy Kassis
90de96a99b Add support for generating scientific illustrations using Nano Banan Pro and Flux.2 Pro 2025-11-30 09:30:58 -05:00
Timothy Kassis
7e8deebf96 Add support for Qiskit from IBM: software stack for quantum computing and algorithms research. Build, optimize, and execute quantum workloads at scale. 2025-11-30 08:46:41 -05:00
Timothy Kassis
7763491813 Add support for PennyLane: a cross-platform library for quantum computing, quantum machine learning, and quantum chemistry. 2025-11-30 08:27:24 -05:00
Timothy Kassis
a077cee836 Add support for QuTiP: an open-source software for simulating the dynamics of open quantum systems. 2025-11-30 07:46:17 -05:00
Timothy Kassis
6ac2a15e39 Add support for GeoPandas 2025-11-27 18:57:26 -05:00
Timothy Kassis
41f272c2bd Add Plotly support 2025-11-27 18:47:08 -05:00
Timothy Kassis
ea638c5618 Add support for Adaptyv for protein design 2025-11-24 19:52:45 -05:00
Timothy Kassis
65b39d45d6 Add support for OpenAlex 2025-11-19 13:38:32 -08:00
Timothy Kassis
c078c98ad2 Add Perplexity search 2025-11-16 16:16:21 -08:00
Timothy Kassis
d94f21c51f Add support for fluidsim for computational fluid dynamics 2025-11-13 19:46:29 -08:00
Timothy Kassis
ad2dfc3446 Update readme 2025-11-13 19:17:42 -08:00
Timothy Kassis
cc99fdb57d Add support for Modal so researchers can scale compute on demand for heavy computational tasks beyond running locally 2025-11-10 10:57:05 -08:00
Timothy Kassis
5b7081cbff Add examples 2025-11-06 17:04:04 -08:00
Timothy Kassis
1225ddecf1 Add support for both geniml and gtars 2025-11-04 10:22:03 -08:00
Timothy Kassis
4ad4f9970f Improve the scikit-learn skill 2025-11-04 10:11:46 -08:00
Timothy Kassis
63a4293f1a Add support for the Denario AI scientist 2025-11-03 17:04:20 -08:00
Timothy Kassis
86d8878eeb Improve the astropy skill 2025-11-03 16:34:14 -08:00
Timothy Kassis
094d5aa9f1 Improve the aeon skill 2025-11-03 15:59:29 -08:00
Timothy Kassis
862445f531 Add support for Stable-Baselines3, a PyTorch-based library providing reliable, well-tested implementations of popular deep reinforcement learning algorithms with a simple and consistent API for research and training. 2025-11-02 14:54:16 -08:00
Timothy Kassis
b8c4d2bae1 Add support for PufferLib which is a high-performance, open-source Python toolkit that wraps complex RL environments to look like standard Gym/PettingZoo interfaces and supports massively parallel simulation (1M+ steps/sec) to accelerate deep reinforcement learning. 2025-11-02 14:52:06 -08:00
Timothy Kassis
27d6ee387f Add support for Vaex for fast, memory-efficient exploration and visualization of large tabular datasets using lazy, out-of-core computation. 2025-11-02 14:43:20 -08:00
Timothy Kassis
f32b3f8b42 Add support for SymPY for symbolic mathematics that enables algebraic manipulation, equation solving, calculus, and symbolic computation directly in Python. 2025-11-02 14:30:20 -08:00
Timothy Kassis
ed2d1c4aeb Add support for NetworkX for creating, analyzing, and visualizing complex networks and graphs. 2025-11-02 14:19:20 -08:00
Timothy Kassis
7e3fae3ad1 Add support to LaminDB 2025-10-31 11:39:54 -07:00
Timothy Kassis
346010a1bf Add Markitdown skill to read all sorts of documents 2025-10-28 16:31:01 -07:00
Timothy Kassis
82901e9fbe Add hypothesis generation using HypoGeniC and HypoRefine 2025-10-28 12:53:43 -07:00
Timothy Kassis
1f03feda5c Add protocols.io integration 2025-10-26 11:09:03 -07:00
Timothy Kassis
04d528c4bc Added support for NeuroKit2 2025-10-25 21:38:31 -07:00
Timothy Kassis
a5c2ed9bb6 Add literature review skill 2025-10-25 10:55:36 -07:00
Timothy Kassis
564bd39835 Add support for HistoLab 2025-10-24 13:41:06 -07:00
Timothy Kassis
ca6fd369d7 Add DrugBank access 2025-10-24 09:04:43 -07:00
Timothy Kassis
808fa11206 Add DataCommons which enables scientists to programmatically access nodes in the Data Commons knowledge graph. 2025-10-24 09:04:27 -07:00
Timothy Kassis
ee73143b53 Add scikit-survival for survival analysis allowing users to establish connections between covariates and time of an event 2025-10-23 10:02:16 -07:00
Timothy Kassis
b1df506eba Add support for PyHealth making healthcare AI simpler and more powerful 2025-10-23 09:50:07 -07:00
Timothy Kassis
bb1c9f4573 Add support for PyDicom 2025-10-23 09:35:46 -07:00
Timothy Kassis
6cb25aea28 Add SimPy a process-based discrete-event simulation framework 2025-10-23 09:26:44 -07:00
Timothy Kassis
3fbd9ba6a9 Add utility skill to get system resources 2025-10-23 09:12:01 -07:00
Timothy Kassis
0943c243bb Added full support for ToolUniverse. Claude Code can now use the tools it provide as it needs without the MCP being a gateway. 2025-10-22 14:59:27 -07:00
Timothy Kassis
0b5a648e98 Add Paper2Web 2025-10-22 08:50:06 -07:00
Timothy Kassis
77822efeed Improved Biomni support 2025-10-22 08:38:06 -07:00
Timothy Kassis
11da596765 Update Huggingface Transformer 2025-10-21 10:30:38 -07:00
Timothy Kassis
1a9149b089 Improve Pytorch Lightning skill 2025-10-21 10:19:15 -07:00
Timothy Kassis
aacc29a778 Add TorchDrug 2025-10-21 10:03:00 -07:00
Timothy Kassis
163d6b9d6b Improve docs 2025-10-21 09:13:59 -07:00