Individual skill
academic-paper-strategist
Use when the user needs to plan, de-risk, or ground a software engineering / computer science undergraduate thesis from a real codebase before final writing. Trigger for requests such as "根据项目写毕业论文", "先做论文大纲", "用真实项目材料规划论文", "检查论文是否脱离代码", "根据检测报告降查重", "根据AIGC报告改写定稿", "继续在手改初稿上改", or when an existing draft thesis must be reworked against a school format sample. Produces an evidence-backed outline, chapter rewrite plan, figure plan, and handoff package for academic-paper-composer.
skills/academic-paper-strategist/SKILL.md
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- Local scripts
- Last checked
- Nov 10, 2026
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- Repository stars (not skill ratings)
- 542
- Repository last updated
- Jun 29, 2026
- License
- MIT
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- engineering Derived category
- research Derived category
- writing Derived category
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SKILL.mdcore · 11,271 bytesSKILL.mdcore · 11,271 bytesSKILL.mdcore · 11,271 bytesagents/openai.yamlasset · 328 bytesreferences/chinese-call-prompt-templates.mddoc · 2,442 bytesreferences/detection-report-rewrite-playbook.mddoc · 2,828 bytesreferences/draft-salvage-handoff-playbook.mddoc · 3,259 bytesreferences/finalization-task-rules.mddoc · 2,524 bytesreferences/project-grounding-rules.mddoc · 2,597 bytesreferences/quality_standards.mddoc · 9,529 bytesreferences/search_strategy.mddoc · 13,446 bytesreferences/zjkj-undergrad-thesis-format.mddoc · 8,015 bytesscripts/evaluate_samples.pyruns · 10,557 bytesscripts/gap_analysis.pyruns · 13,708 bytes
Read excerpt
# Academic Paper Strategist
## Overview
This is the planning skill for Codex-based software engineering theses. Use it before drafting or finalizing a thesis from a real repository. Its job is to reduce hallucination risk, map project evidence to chapters, and define only the claims, figures, tables, and tests that can be justified by the actual codebase and supplied school format sample.
**Companion flow**:
1. `academic-paper-strategist` - planning, evidence mapping, rewrite scope
2. `academic-paper-composer` - content rewrite and final manuscript assembly
3. `drawio` - redraw engineering-style thesis figures when required
4. `playwright` - capture real runtime screenshots when the thesis needs running-system evidence
5. `doc` - produce and visually check the final DOCX
Do not skip the strategist step when the user asks for a submission-ready undergraduate thesis from an existing project and draft.