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AAASS554/codex-academic-paper-skills

Codex academic paper skills for software engineering thesis planning and revision

EngineeringResearch

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Verified commit 81f0a9a743f1274af7b0b84dc4c1b491297037fd

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2skills in this repository
0commits in 30 days

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Individual skills in this repository

How it works

academic-paper-composer

When your agent uses it

Use when the user needs to turn a real software engineering / computer science project and an existing thesis draft into a submission-ready undergraduate thesis manuscript. Trigger for requests such as "根据项目把论文改成定稿", "按学校模板排版成最终版", "复制初稿后生成定稿 Word", "为定稿降查重", "根据PaperPass报告降AIGC", "继续在手改初稿上改", "恢复原来的图表和数据库说明", or when academic-paper-strategist has already produced an evidence-backed rewrite plan. Outputs a cleaned manuscript, final DOCX workflow, and a separate rework report.

What it loads into context

Frontmatter

143 tokens

Always available to the agent

SKILL.md

2,707 tokens

When the skill is activated

Reference documents

13,841 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. Overview
  2. Required Inputs
  3. Non-Negotiable Rules
  4. Workflow
  5. Writing Rules For Conservative Accuracy
  6. References To Load As Needed
  7. Example Prompts
  8. Output Expectations

Scripts executed separately

  • scripts/chapter_quality_check.py
  • scripts/final_evaluation.py

Files

  • SKILL.mdcore13,073 bytes
  • SKILL.mdcore13,073 bytes
  • SKILL.mdcore13,073 bytes
  • SKILL.mdcore13,073 bytes
  • SKILL.mdcore13,073 bytes
  • agents/openai.yamlasset322 bytes
  • references/chinese-call-prompt-templates.mddoc2,751 bytes
  • references/detection-report-rewrite-playbook.mddoc2,938 bytes
  • references/docx-draft-salvage-and-runtime-screenshot-playbook.mddoc5,767 bytes
  • references/finalization-task-rules.mddoc1,927 bytes
  • references/project-grounding-rules.mddoc997 bytes
  • references/section_guides.mddoc21,164 bytes
  • references/thesis-revision-operation-checklist.mddoc5,479 bytes
  • references/writing_standards.mddoc16,488 bytes
  • references/zjkj-undergrad-thesis-format.mddoc3,587 bytes
  • scripts/chapter_quality_check.pyruns16,317 bytes
  • scripts/final_evaluation.pyruns20,073 bytes
Read SKILL.md

# Academic Paper Composer

## Overview

This is the writing and finalization skill for Codex-based undergraduate software engineering theses. It consumes the strategist's evidence-backed plan and turns it into a clean, submission-ready manuscript grounded in the real project.

**Companion flow**:
1. `academic-paper-strategist` - determine structure, evidence map, keep/rewrite/delete scope
2. `academic-paper-composer` - rewrite sections and assemble the final thesis text
3. `drawio` - rebuild engineering-style figures when needed
4. `playwright` - capture real runtime screenshots when the thesis needs running-system evidence
5. `doc` - apply Word formatting and visually verify the final DOCX

This skill is responsible for the thesis content and final assembly logic. It must not claim completion until the copied or user-designated working DOCX has been formatted and checked.
View the complete source on GitHub

Skills included

  • academic-paper-composer
  • academic-paper-strategist

Repository facts

License
MIT
Created
Mar 19, 2026
Last pushed
Jun 29, 2026
Forks
25
Open issues
0
Project activity
Slowing

Before you install

Local scripts

Automated signals, not a guarantee

Checked Nov 5, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 6 notes
  • skills/academic-paper-composer/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/academic-paper-composer/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/academic-paper-composer/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/academic-paper-composer/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/academic-paper-strategist/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/academic-paper-strategist/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
Show all 4 signals by file

skills/academic-paper-composer/scripts/chapter_quality_check.py

  • Executable scriptline 1
    #!/usr/bin/env python3

skills/academic-paper-composer/scripts/final_evaluation.py

  • Executable scriptline 1
    #!/usr/bin/env python3

skills/academic-paper-strategist/scripts/evaluate_samples.py

  • Executable scriptline 1
    #!/usr/bin/env python3

skills/academic-paper-strategist/scripts/gap_analysis.py

  • Executable scriptline 1
    #!/usr/bin/env python3

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Signal confidence: 4 facts

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md skills/academic-paper-composer/SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md skills/academic-paper-composer/SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md skills/academic-paper-composer/SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md skills/academic-paper-composer/SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md skills/academic-paper-composer/SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md skills/academic-paper-composer/SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

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