synthetic-sciences

synthetic-sciences/openscience

synthetic-sciences/openscience

synthetic-sciences/openscience

Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental valid...

Run NVIDIA BioNeMo NIMs through the hosted scientific_capability tool with your own NVIDIA API key. Boltz-2 and OpenFold2/OpenFold...

Generates and selects research directions, mapping what is known and what is open, producing many candidate ideas by named moves (...

Fine-tune LLMs on Google Colab GPUs directly from openscience. Connects to Colab runtimes via WebSocket bridge for remote training...

synthetic-sciences/openscience

synthetic-sciences/openscience

Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration...

Operate GiveMeANode GPU nodes, batch jobs, storage, and rollout sandboxes through its connected MCP server with bounded spend, dur...

synthetic-sciences/openscience

Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API) or retrieving/anal...

Turns a research direction into testable hypotheses with predictions, competing explanations and the experiments that discriminate...

Safely inspect and operate Lambda Cloud GPU instances through the documented Cloud API and SSH, with explicit approval before bill...

synthetic-sciences/openscience

Use this skill when the user asks to parse, perform multi-format document conversion or spatially extract text from an unstructure...

Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support

Run approved CPU or GPU work through OpenScience compute_job on the user's configured Modal account. Use for isolated scientific s...

Iterative lead optimization with analyze-reason-generate-verify-evaluate loop. Paper-backed (MT-Mol, DrugR, MultiMol).

Pareto-aware molecular design balancing multiple ADMET properties simultaneously. Based on MultiMol (Yu 2025) and MOLLM (Ran 2025)...

Analyze 1D 1H or 13C NMR data with nmrglue, generate spectrum plots and peak tables, compare against standard NMR libraries such a...

synthetic-sciences/openscience

Query the Precision Medicine Knowledge Graph (PrimeKG) for multiscale biological data including genes, drugs, diseases, phenotypes...

synthetic-sciences/openscience

synthetic-sciences/openscience

Execute the planning, code-review, comparison and export workflows behind the /plan, /review, /compare and /export commands as sta...

Safely inspect and operate RunPod resources with runpodctl, live product data, and explicit approval before paid or destructive ac...

Install or remove third-party openscience skills from a public git repository. Use when the user says "add this skill <url>", "ins...

Audits claims against their sources, each statement in a draft, report, answer or summary traced to the passage, table, dataset or...