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 aristoteleo/PantheonOS --skill paper_writinggit clone --depth 1 https://github.com/aristoteleo/PantheonOSWrote 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/aristoteleo/pantheonos/paper_writing)<a href="https://agentmods.dev/skills/aristoteleo/pantheonos/paper_writing"><img src="https://agentmods.dev/badge/skills/aristoteleo/pantheonos/paper_writing/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/aristoteleo/pantheonos/paper_writing"><img src="https://agentmods.dev/badge/skills/aristoteleo/pantheonos/paper_writing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 3 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Agent Snooping · line 243 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 244 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
- medium Agent Snooping · line 245 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
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 | $0.00076 | $0.04104 |
| Opus 5 | $0.00038 | $0.02052 |
| Sonnet 5 | $0.00015 | $0.00821 |
| Haiku 4.5 | $0.00008 | $0.00410 |
Grade A, and why
Paper Writing Skills Index 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 11d 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 — 254 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Paper Writing Skills
Mode
Two modes control which files and gates are loaded. Set mode in triage.md during Phase 0.
| Mode | Default for | Trigger words (override default) |
|---|---|---|
report |
all scenarios | (default — no trigger needed) |
submission |
journal_article, conference_paper, paper_submission, grant_proposal, revision_response | 投稿、submit、journal、conference、SCI、Nature、Cell、NeurIPS、ICLR、grant、基金、申请书、rebuttal、revision、peer review、深度调研、systematic review、meta-analysis |
If any submission trigger word appears in the user request, set mode: submission regardless of scenario. Otherwise default to report.
What changes in submission mode |
|---|
| Load paper_fetch.md during Phase 1 |
| Load writing/claim_evidence_check.md during Phase 4 |
| Load writing/reviewer_rubric.md during Phase 4 |
| Load reporting_guideline_check.md during Phase 4 (clinical/observational/systematic review only) |
Routing + Sequential Pipeline
| Phase | Entry criteria | Actions | Exit criteria |
|---|---|---|---|
| 0. Triage | a user request and any UI scenario labels | Read workflow/SKILL.md ("Triage" section). Choose scenario_id, format_id, theme_id, mode, language, audience, outputs, constraints. |
{workdir}/triage.md exists or is updated |
| 1. Materials and evidence | triage is known | Read the chosen scenario file under scenarios/. Inventory materials. submission only: fetch/search papers via paper_fetch.md, build evidence registry (see Evidence Layer below). |
{workdir}/materials/inventory.md; submission: also claim_evidence_map.md |
| 2. Outline + claim boundary | materials are known | Read workflow/SKILL.md ("Paper Outline" + "Figure Storyline" sections). submission + novelty claim: also read Knowledge Lineage Audit in scenarios/grant_proposal.md. |
outline |
| 3. Section drafting | outline exists | Read writing/SKILL.md. Draft Markdown. | {workdir}/draft/paper.md |
| 4. Quality gates | draft exists | Run gates per mode (see Quality Gates below). | quality reports under {workdir}/quality/ |
| 5. Editable output | draft + quality notes exist | Apply the chosen rendering template + theme per the Editable HTML Contract section below. | {workdir}/report/<slug>_preview.html |
What ships with it
30 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.
- COMPILE.md 3.2 KB
- latex_cn.md 2.0 KB
- latex_en.md 1.9 KB
- paper_fetch.md 4.3 KB
- report_academic.md 6.9 KB
- report_standard.md 8.4 KB
- reporting_guideline_check.md 6.4 KB
- scenarios/conference_paper.md 1.1 KB
- scenarios/conference_talk.md 3.8 KB
- scenarios/grant_proposal.md 6.7 KB
- scenarios/group_report.md 3.8 KB
- scenarios/journal_article.md 2.3 KB
- scenarios/lab_report.md 1.1 KB
- scenarios/paper_submission.md 4.6 KB
- scenarios/revision_response.md 5.5 KB
- scenarios/SKILL.md 1.6 KB
- scenarios/workshop_share.md 4.4 KB
- themes/kami_academic.css 3.4 KB
- themes/kami_academic.md 1.6 KB
- workflow/SKILL.md 8.1 KB
- writing/abstract.md 5.1 KB
- writing/claim_evidence_check.md 12 KB
- writing/discussion.md 14 KB
- writing/introduction.md 10 KB
- writing/method.md 11 KB
- writing/response_letter.md 939 B
- writing/results.md 12 KB
- writing/reviewer_rubric_example.md 6.3 KB
- writing/reviewer_rubric.md 8.3 KB
- writing/SKILL.md 4.0 KB
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.
- 11d ago First seen · 254 lines · 76 tokens per session scan A 466060dd789d
Paper Writing Skills Index is a skill published in the GitHub repository aristoteleo/PantheonOS (485 stars, last pushed today), licensed BSD-2-Clause. It adds 76 tokens to every session and 4,104 once invoked, about $0.0004 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.
Other skills, from other repositories
kami-deck
A lab-meeting deck on gut-microbiome links to sleep quality — the design, the results, the caveats, and the next experiment. Built as a decision-grade academic research deck for lab group, PI.
html-ppt-zhangzara-monochrome
A grant proposal on CRISPR base-editing for sickle-cell disease — the hypothesis, the approach, the milestones, and the risk. Built as a decision-grade academic research deck for grant review committee.
inno-paper-reviewer
Structured manuscript/grant review with checklist-based evaluation.
latex-workflow
Write, compile, and submit LaTeX papers: IMRaD structure, key packages, bibliography management, arXiv preparation, and common error fixes.
sn-search-academic
An academic research tool for finding papers and encyclopedia entries, reading papers in full or by section, and tracing references and citations. It supports structured literature research.
imaging-data-commons
Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. No authentication required. Query by metadata, visualize in browser, check licenses.