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Use this skill to retrieve and format NMDC submission schema context (MIxS interface slots and env triad values) for use in LLM recommendation prompts.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/microbiomedata/nmdc-metadata-suggestor-ai-tool --skill schema-context命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Use this skill to assemble an evidence bundle (context texts) from a parsed submission or ETL study context, including DOI abstracts and PDF content.
Use this skill to retrieve supplementary materials for a manuscript DOI, prioritizing the file types useful for characterizing NMDC submissions and samples (tabular metadata and supplementary documents). Performance-first, single attempt, no repeated retries.
Use this skill to fetch abstract or description text for a DOI using a source waterfall (datacite, crossref, openalex, pubmed, and repository-specific sources like osti, ess-dive, jgi).
基于 SOC 职业分类
正在显示 SKILL.md
| name | schema-context |
| description | Use this skill to retrieve and format NMDC submission schema context (MIxS interface slots and env triad values) for use in LLM recommendation prompts. |
Use this skill when you need to retrieve or format NMDC submission schema context for LLM prompts.
from nmdc_metadata_suggestor_ai_tool.schema_context import SchemaContextBuilder
builder = SchemaContextBuilder()
For full metadata suggestions — call format_multi_interface_context(mixs_extensions) with interface names from the parsed submission (e.g. ["SoilInterface"]).
For env triad only — call format_env_triad_context(class_names), which returns only the env_broad_scale, env_local_scale, and env_medium slot definitions.
For the full method reference and slot filtering rules, see refs/methods.md.