dsh-bioinf

When a bioinformatics workflow depends on hundreds or even thousands of curated skills, stuffing them all into the prompt is both expensive and wasteful. dsh-bioinf transforms 986 bio-science skills into a single BM25-style semantic search: idf-weighted multi-field scoring across name, category, when-to-use, and description, with CJK bigram tokenization so both Chinese and English queries hit the right entry. Each lookup completes in under 10 ms.

Beyond search, the plugin ships a 15-category tree for domain browsing, an on-demand skill-body provider, an optional SSH remote-GPU execution channel, and routing playbooks for three common scenarios: literature deep-review, bio-data retrieval and analysis, and remote training or prediction. Every component follows one principle: show the model only what the current task actually needs, not the entire catalog.

If you are building a bioinformatics AI agent on DeepSeek Harness and your skill library has outgrown the prompt window, dsh-bioinf is the middleware that turns a flat directory into a searchable index.