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Bio Proteomics Metabolomics Databases

skill-onescience-ai-oneskills-proteomics-metabolomics-databases · by onescience-ai

蛋白质组和代谢组数据库 skill。用于 PRIDE、PeptideAtlas、MassIVE、ProteomeXchange、HMDB、Metabolomics Workbench、RefMet、GNPS、mzML/raw 文件、肽段证据和代谢物谱库查询交接。

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Install

$ agentstack add skill-onescience-ai-oneskills-proteomics-metabolomics-databases

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

蛋白质组与代谢组数据库

使用边界

用于查找、下载或交叉链接蛋白质组/代谢组公共数据和谱库证据。若任务是实际处理 mzML 或做差异丰度,读取 ../../workflows/proteomics-metabolomics/SKILL.md../../analysis-tools/mass-spectrometry-toolkit/SKILL.md

可复用资源

  • onescience-coder/assets/bio_knowledge_templates/omics_database_query.yaml:研究、物种、组织、仪器、文件类型、代谢物/肽段字段模板。
  • references/proteomics_metabolomics_sources.md:常用数据库、可返回字段和下载边界。

推荐流程

  1. 明确查询目标:dataset、raw files、mzML、peptide PSM、protein evidence、metabolite、spectral match。
  2. 标准化 ID:UniProt、peptide sequence、USI、InChIKey、HMDB ID、RefMet name、study accession。
  3. 设过滤:organism、tissue、disease、instrument、assay type、quant method、sample count。
  4. 输出:dataset accession、file URLs、metadata fields、license/access、版本日期和下游处理入口。

交接物

database_family: proteomics-metabolomics
query_object:
identifier_type:
databases:
filters:
return_fields:
download_plan:
downstream_skill:
execution_entry:

禁止事项

  • 不要把谱库匹配等同于已确认代谢物身份;必须说明 identification level。
  • 不要下载大规模 RAW 文件前跳过文件大小、许可和存储计划。
  • 不要混用 peptide evidence、protein inference 和 quantification evidence。

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.