Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add AAASS554/codex-academic-paper-skills --skill academic-paper-strategistgit clone --depth 1 https://github.com/AAASS554/codex-academic-paper-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/aaass554/codex-academic-paper-skills/academic-paper-strategist)<a href="https://agentmods.dev/skills/aaass554/codex-academic-paper-skills/academic-paper-strategist"><img src="https://agentmods.dev/badge/skills/aaass554/codex-academic-paper-skills/academic-paper-strategist/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/aaass554/codex-academic-paper-skills/academic-paper-strategist"><img src="https://agentmods.dev/badge/skills/aaass554/codex-academic-paper-skills/academic-paper-strategist.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00140 | $0.02401 |
| Opus 5 | $0.00070 | $0.01201 |
| Sonnet 5 | $0.00028 | $0.00480 |
| Haiku 4.5 | $0.00014 | $0.00240 |
Grade A, and why
academic-paper-strategist scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 229 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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:
academic-paper-strategist- planning, evidence mapping, rewrite scopeacademic-paper-composer- content rewrite and final manuscript assemblydrawio- redraw engineering-style thesis figures when requiredplaywright- capture real runtime screenshots when the thesis needs running-system evidencedoc- 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.
Core Rules
- Read project evidence before outlining. Prefer repository files, SQL, config, docs, controllers, services, entities, and the existing draft.
- Treat the existing draft as untrusted input. Keep only what can be supported by project evidence.
- If the user has already hand-edited part of a draft, treat that working draft as a protected artifact and plan around it instead of blindly replacing the whole manuscript.
- If the user provides plagiarism, similarity, or AIGC detection reports, treat them as rewrite-priority signals, not as sources of truth about the project. Load
references/detection-report-rewrite-playbook.mdwhen this applies. - If the user provides a school format sample, load
references/zjkj-undergrad-thesis-format.mdfirst and treat it as the highest authority for structure and formatting. - If the task is to produce a final thesis from an existing draft, also load:
references/project-grounding-rules.mdreferences/finalization-task-rules.md
- Load
references/draft-salvage-handoff-playbook.mdwhen the user wants to continue a partially edited draft, keep original figures/tables, or add running-system screenshots. - Never invent features, APIs, data tables, performance numbers, deployment scale, user scale, concurrency benchmarks, or test results.
- Reframe "innovation" conservatively as engineering highlights, implementation choices, integration value, or maintainability benefits.
- Only plan figures that are supported by code or project docs. Omit unsupported diagrams.
- Keep the thesis compatible with an automatic table of contents and school-required front matter.
What ships with it
11 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- agents/openai.yaml 328 B
- references/chinese-call-prompt-templates.md 2.4 KB
- references/detection-report-rewrite-playbook.md 2.8 KB
- references/draft-salvage-handoff-playbook.md 3.2 KB
- references/finalization-task-rules.md 2.5 KB
- references/project-grounding-rules.md 2.5 KB
- references/quality_standards.md 9.3 KB
- references/search_strategy.md 13 KB
- references/zjkj-undergrad-thesis-format.md 7.8 KB
- scripts/evaluate_samples.py 10 KB runs code
- scripts/gap_analysis.py 13 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 13d ago First seen · 229 lines · 140 tokens per session scan A ad2002a86405
academic-paper-strategist is a skill published in the GitHub repository AAASS554/codex-academic-paper-skills (532 stars, last pushed 2mo ago), licensed MIT. It adds 140 tokens to every session and 2,401 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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