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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Predicts how small molecules bind to a protein with DiffDock, covering batch docking, pose ranking by confidence and checks on the results; not for binding affinity. | K-Dense-AI/ | 48k | 1 repo | ~3k | Automated safety check: Notes | MIT | 6 days ago |
| 2 | Drives a self-hosted Open Notebook instance to organize sources into notebooks, chat with documents, generate notes and multi-speaker podcasts, and search across material. | agent-skills-hub/ | 112 | 3 repos | ~2.6k | Automated safety check: Pass | MIT | 9 days ago |
| 3 | Generate sashimi-style genome visualization plots (coverage, line, heatmap, IGV read-by-read, HiC, circRNA, motif) from BAM/bigWig/depth/HiC inputs. | ygidtu/ | 109 | — | ~1.9k | Automated safety check: Pass | BSD-3-Clause | 15 days ago |
| 4 | Guides reinforcement-learning post-training of LLMs with slime, which pairs Megatron-LM training with SGLang rollouts, including GRPO runs on GLM, Qwen3 and Llama 3 models. | Orchestra-Research/ | 13k | 4 repos | ~2.8k | Automated safety check: Pass | MIT | 3 mo ago |
| 5 | Snapshot the computational environment for a replication package — detects the analysis stack (R / Stata / Python) and emits the right lockfiles (renv.lock + sessionInfo.txt, requirements.txt /… | pedrohcgs/ | 1.7k | — | ~2.8k | Automated safety check: Notes | MIT | 13 days ago |
| 6 | A skill your agent uses when asked to install, deploy, run, validate, troubleshoot, or stop NVIDIA Deep Researcher Agent Blueprint infrastructure. | NVIDIA-AI-Blueprints/ | 886 | — | ~3.5k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 7 | Sets up large-scale LLM training with NVIDIA Megatron-Core, choosing tensor, pipeline, data, context and expert parallelism for a given model size and GPU count. | Orchestra-Research/ | 13k | 2 repos | ~2.4k | Automated safety check: Pass | MIT | 3 mo ago |
| 8 | 8.Braindb Memory recall and save. An agent skill from dimknaf/braindb. | dimknaf/ | 111 | — | ~6.1k | Automated safety check: Notes | Apache-2.0 | 29 days ago |
| 9 | Export any bioinformatics analysis as a reproducible bundle with Conda environment, Singularity container definition, and Nextflow pipeline. | ClawBio/ | 1.2k | 3 repos | ~413 | Automated safety check: Pass | MIT | 2 days ago |
| 10 | Run ProteinMPNN inverse folding via NVIDIA NIM to design protein sequences for a target backbone. | NVIDIA/ | 3.6k | 1 repo | ~2k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 11 | Run DiffDock molecular docking via NVIDIA NIM to predict small-molecule binding poses against protein targets. | NVIDIA/ | 3.6k | 1 repo | ~1.1k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 12 | Deep learning-based variant calling with Google DeepVariant. | FreedomIntelligence/ | 3.1k | 1 repo | ~2.3k | Automated safety check: Pass | No licence | 2 mo ago |
| 13 | Designs pegRNAs and nicking guides for prime editing (PE) -- choosing the nick/strand, tuning the primer-binding site (PBS) and reverse-transcription template (RTT) as a per-locus panel, selecting… | GPTomics/ | 1.2k | 1 repo | ~4.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 14 | Runs and configures curated nf-core community Nextflow pipelines (rnaseq, sarek, atacseq, methylseq, ampliseq, taxprofiler, fetchngs) reproducibly, pinning the pipeline revision with -r and… | GPTomics/ | 1.2k | 1 repo | ~4.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 15 | This skill covers reproducible research pipelines and replication packages. | brycewang-stanford/ | 4.6k | — | ~3.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 16 | 16.Setup This skill should be used when user encounters "paper-search MCP error", "Docker not found", "Docker not running", "paper search not working", or needs help configuring paper search integration. | fcakyon/ | 1.2k | — | ~147 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 17 | 17.Scholar Open Implement open science practices for a social science study. | joshzyj/ | 168 | — | ~14k | Automated safety check: Pass | Unknown | 23 days ago |
| 18 | Build, document, test, and validate a journal-ready replication package for social science research. | joshzyj/ | 168 | — | ~19k | Automated safety check: Pass | Unknown | 23 days ago |
| 19 | Guide for setup arXiv paper search MCP server using Docker MCP | NeoLabHQ/ | 1.8k | — | ~1k | Automated safety check: Pass | GPL-3.0 | 1 mo ago |