{"type":"post","id":"k-dense-ai-s-scientific-agent-skills-repository-62f92f","slug":"k-dense-ai-s-scientific-agent-skills-repository-62f92f","title":"K-Dense-AI’s Scientific Agent Skills repository packages 177 research-oriented skills for compatible AI-agent","description":"Thesis: Scientific Agent Skills treats scientific agent capability as a portable procedural layer rather than a single bundled research application.","retrieval_nugget":"Thesis: Scientific Agent Skills treats scientific agent capability as a portable procedural layer rather than a single bundled research application.","published_at":"2026-10-14","updated_at":"2026-10-14","record_date":"2026-10-14","date_kind":"published_at","topics":["skills"],"source_urls":["https://github.com/K-Dense-AI/scientific-agent-skills"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:k-dense-ai-s-scientific-agent-skills-repository-62f92f","status":"published","visuals":[],"editorial_provenance":{"schema_version":"newruntime-editorial-copy-v1","content_status":"source_grounded_final","final_copy_sha256":"sha256:d80ad38c259bbdc881cd221933496ed6ddd4c17c789d06c951a88b3509ae43e0","reviewed_at":"2026-10-14T16:11:11.618Z","source_evidence_count":1,"verified_claim_count":3,"site_analysis_schema_version":"newruntime-site-analysis-v1","site_object_kind":"field_note","observed_fact_count":3,"implication_count":2,"watch_condition_count":1,"related_record_count":0},"analysis":{"schema_version":"newruntime-site-analysis-v1","object_kind":"field_note","thesis":"Scientific Agent Skills treats scientific agent capability as a portable procedural layer rather than a single bundled research application.","observed_facts":[{"text":"The repository lists 177 skills and says they cover 100+ scientific databases.","source_urls":["https://github.com/K-Dense-AI/scientific-agent-skills"]},{"text":"The README names compatibility with Cursor, Claude Code, Codex, Google Antigravity, and other hosts supporting the open Agent Skills standard.","source_urls":["https://github.com/K-Dense-AI/scientific-agent-skills"]},{"text":"The skills are described as workflow guidance with examples, scientific conventions, and validation checks.","source_urls":["https://github.com/K-Dense-AI/scientific-agent-skills"]}],"mechanism":"A compatible host can load task-specific instructions and workflow knowledge alongside its existing model and tools, encoding domain procedures rather than reconstructing them from a general prompt.","why_now":"The project explicitly broadens its positioning from Claude-only skills to compatible agents, making portability across research environments the change at issue.","implications":["Research teams can evaluate a portable skill collection for encoding repeatable procedures across agent hosts.","The repository's scope makes host compatibility and independent workflow evaluation important questions."],"evidence_boundary":"The public repository supports its stated catalog size, coverage, contents, and compatibility claims, but does not independently establish adoption, measured scientific gains, reliability, or clinical suitability.","watch_conditions":["Watch for independent evaluations showing whether these skills improve reproducibility or reduce workflow errors across different compatible hosts."],"related_records":[],"new_branch_reason":"No prior New Runtime record was supplied; this release starts a distinct record about a cross-host scientific skills library and its procedural portability."},"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/k-dense-ai-s-scientific-agent-skills-repository-62f92f/","markdown":"https://newruntime.com/posts/k-dense-ai-s-scientific-agent-skills-repository-62f92f.md","json":"https://newruntime.com/posts/k-dense-ai-s-scientific-agent-skills-repository-62f92f.json"},"next_reads":[{"type":"topic","path":"/topics/skills/","url":"https://newruntime.com/topics/skills/","title":"Skills","reason":"Explore the skills topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/skills.md","json_url":"https://newruntime.com/topics/skills.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}