菜单
Use when auditing or drafting thesis data availability, dataset provenance, result-data traceability, data hashes, access restrictions, data dictionaries, or final submission/defense data checks.
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。
基于 SOC 职业分类
Use when coordinating a full research project, graduation thesis, dissertation, paper pipeline, literature-to-experiment-to-writing workflow, or when deciding which research, notebook, PDF, DOCX, citation, visualization, or audit skill to use next.
Use when planning, implementing, reviewing, or refactoring research experiment code, including experiment architecture, data pipelines, model or algorithm modules, training/evaluation scripts, config management, logging/output conventions, reproducibility checks, and mapping code runs to thesis experiments.
Use when performing final checks before submitting, defending, compiling, or revising a research paper, graduation thesis, dissertation, journal manuscript, conference paper, report, response letter, reference list, figure set, or defense presentation.
Use when planning a research paper, graduation thesis, dissertation, journal manuscript, conference paper, or project report before drafting; especially when the user has an advisor-given topic/title, needs Topic Intake to Research Blueprint, or needs a research question, contribution story, chapter outline, experiment-to-claim map, figure plan, or missing-materials checklist.
Use when building a literature review, related work section, citation matrix, paper search strategy, BibTeX candidate list, or citation plan for a research paper, thesis, dissertation, survey, journal article, or conference paper.
Use when planning, designing, reviewing, or generating research-paper figures, thesis figures, experiment plots, result tables, model diagrams, method pipelines, architecture schematics, Mermaid diagrams, captions, or publication-quality visualizations.
| name | research-data-availability |
| description | Use when auditing or drafting thesis data availability, dataset provenance, result-data traceability, data hashes, access restrictions, data dictionaries, or final submission/defense data checks. |
Use this skill when thesis claims, figures, tables, or experiments need traceable data sources. It adapts useful nature-data ideas to a graduation-thesis workflow.
docs/thesis/data-availability.md as the local data availability source of truth.DATA-* for datasets/snapshots and connect them to CLM-*, EXP-*, and FIG-* records according to evidence-promotion-policy.md.docs/thesis/material-passport.md for evidence material identity cards when datasets, experiment outputs, figures, readings, or document artifacts become important thesis evidence.Read references/workflow.md for the checklist and statement pattern. Read references/source-map.md for provenance.
DATA-* with version, path, access level, license/permission, and hash/manifest.CLM-* claim to source data, processed data, script/notebook, and artifact.material-passport.md.scripts/audit_data_availability.py.$research-experiment-engineering and missing claim mapping to $research-results-analysis.$research-final-audit.Always include:
docs/thesis/data-availability.md