Winson Xu

The registry covers distributed model training (FSDP, DeepSpeed, torchtitan), preference alignment (DPO, SimPO, GRPO), vector search (FAISS, Qdrant, Pinecone, Chroma), OSINT and domain reconnaissance, Excel-based valuation models, Solana/EVM blockchain queries, and media generation via ComfyUI, Blender, and TouchDesigner.

ML engineers running fine-tuning and inference pipelines, security researchers and journalists conducting OSINT due diligence, investment banking analysts building 3-statement and LBO models, and creative technologists producing video, 3D, and generative art through the Hermes Agent runtime.

Skills load inside the Hermes Agent on Linux, macOS, or Windows. Most declare pip dependencies (torch, transformers, vllm) or CLI prerequisites (curl, jq, ffmpeg) in their frontmatter; setup scripts and required environment variables such as API tokens are prompted interactively on first use.

Yes. Nearly all skills carry MIT licenses, with the Anthropic-adapted finance skills under Apache-2.0. The PowerPoint skill is proprietary with its own LICENSE.txt. Several skills call paid third-party services (Lambda Labs, Modal, Pinecone, 1Password) that require separate accounts.

Common requirements are Python 3 with PyTorch and Transformers for ML skills, curl/jq for API integrations, and service credentials like SHOPIFY_ACCESS_TOKEN, NOTION_API_KEY, or Google OAuth2 files. GPU skills need NVIDIA hardware with RAPIDS, Flash Attention, or TensorRT-LLM; Blender and TouchDesigner skills need running desktop instances.