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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Shows how to load, train and use fast Hugging Face tokenizers, with BPE, WordPiece and Unigram models, padding, truncation and alignment tracking. | Orchestra-Research/ | 13k | 6 repos | ~3.4k | Automated safety check: Pass | MIT | 3 mo ago |
| 2 | Fills in a model card for an OpenMed clinical NER or de-identification model from its evaluation reports: intended use, metrics, subgroups and limitations. | maziyarpanahi/ | 5.5k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3 | Suggests candidate ICD-10-CM diagnosis and ICD-10-PCS procedure codes for clinical text extracted by OpenMed, with rationale for a certified coder to review. | maziyarpanahi/ | 5.5k | — | ~2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4 | End-to-end Stellar development playbook. An agent skill from VelaPayments/vela-payments. | VelaPayments/ | 131 | — | ~1.8k | Automated safety check: Pass | MIT | 3 days ago |
| 5 | Finds social risks such as housing instability or food insecurity in clinical notes and proposes matching ICD-10-CM Z-codes for a coder to confirm. | maziyarpanahi/ | 5.5k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 6 | Generates text embeddings locally with the sentence-transformers library for RAG, semantic search, clustering and similarity, with model picks for general, multilingual and legal text. | Orchestra-Research/ | 13k | 2 repos | ~1.6k | Automated safety check: Pass | MIT | 3 mo ago |
| 7 | Trains and uses SentencePiece tokenizers on raw text, with BPE or Unigram models, for multilingual and CJK projects that need a reproducible vocabulary. | Orchestra-Research/ | 13k | 2 repos | ~1.4k | Automated safety check: Notes | MIT | 3 mo ago |
| 8 | Uses the Deepgram Python SDK's Read API to analyze text for sentiment, summaries, topics and intents with client.read.v1.text.analyze, from raw text or a hosted URL. | deepgram/ | 469 | — | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 9 | Loads pre-trained Hugging Face Transformers models for text, vision and audio tasks, runs inference with pipelines and fine-tunes on custom datasets. | davila7/ | 32k | 11 repos | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 10 | Consolidates BERTopic, LDA or NMF topic output into a theory-driven classification framework and writes the final labels back to an Excel file. | TyrealQ/ | 108 | — | ~1k | Automated safety check: Pass | MIT | 16 days ago |
| 11 | Add or verify a model's chat prompt rendering and tokenization in rust/sglang-processor so it matches SGLang's Python serving path exactly (same prompt text, same token ids). | sgl-project/ | 37k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | today |
| 12 | Scores news, announcements and macro events with the LLM, stores them in an event CSV and blends the decaying event signal with technical signals in signal_engine.py. | HKUDS/ | 35k | — | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 13 | 13.Gtars Supports Gtars for local genomic interval models and set algebra, overlaps and counts, consensus and coverage, tokenization, fragment processing, and refget/BEDbase planning across Python, Rust, and… | K-Dense-AI/ | 48k | 1 repo | ~3.8k | Automated safety check: Notes | MIT | 4 days ago |
| 14 | 14.Transformers Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and multimodal tasks. | K-Dense-AI/ | 48k | 1 repo | ~2.8k | Automated safety check: Notes | Apache-2.0 | 4 days ago |
| 15 | Implement Conversational Language Understanding (CLU) using the azure-ai-language-conversations Python SDK. | microsoft/ | 3.1k | 2 repos | ~1.4k | Automated safety check: Pass | MIT | today |
| 16 | Use Neo4j GenAI Plugin ai.text. An agent skill from neo4j-contrib/neo4j-skills. | neo4j-contrib/ | 114 | — | ~3k | Automated safety check: Notes | MIT | 3 days ago |
| 17 | 17.Gtars A high-performance Rust toolkit (with Python bindings and a CLI) for genomic interval analysis; use it when you need fast overlap queries, coverage track generation, genomic tokenization for ML… | aipoch/ | 2k | — | ~1.1k | Automated safety check: Pass | MIT | 22 days ago |
| 18 | All-in-one Python library for NLP, agents, and knowledge graphs | wentorai/ | 298 | 1 repo | ~818 | Automated safety check: Pass | MIT | 3 mo ago |
| 19 | 19.Gtars Rust-backed Python library for fast genomic token arithmetic and BED processing. | jaechang-hits/ | 371 | — | ~4.2k | Automated safety check: Pass | MIT | 11 days ago |
| 20 | A skill your agent uses when training or debugging a neural net in PyTorch — the forward/loss/backward/step loop and its silent bugs, mixed precision (AMP), AdamW/LR schedules, DDP/FSDP/ZeRO… | ericrisco/ | 174 | — | ~3.4k | Automated safety check: Pass | MIT | 2 days ago |
| 21 | Master Cohere v2 Chat API with Python, specializing in entity extraction using JSON Schema mode for structured outputs. | aiskillstore/ | 430 | — | ~4.2k | Automated safety check: Pass | No licence | today |