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 Haohaha-11/Paper-Writing --skill page-compressorgit clone --depth 1 https://github.com/Haohaha-11/Paper-WritingWrote 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/haohaha-11/paper-writing/page-compressor)<a href="https://agentmods.dev/skills/haohaha-11/paper-writing/page-compressor"><img src="https://agentmods.dev/badge/skills/haohaha-11/paper-writing/page-compressor/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/haohaha-11/paper-writing/page-compressor"><img src="https://agentmods.dev/badge/skills/haohaha-11/paper-writing/page-compressor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00000 | $0.00672 |
| Opus 5 | $0.00000 | $0.00336 |
| Sonnet 5 | $0.00000 | $0.00134 |
| Haiku 4.5 | $0.00000 | $0.00067 |
Grade A, and why
page-compressor 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 10d 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 — 107 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Page Compressor
Purpose
Reduce paper length while preserving scientific meaning, evidence, citations, equations, and LaTeX safety. This skill is for page-limit pressure, not for hiding missing evidence.
When To Use
- Paper exceeds page limit.
- Abstract/introduction is too verbose.
- Related Work is a citation list rather than focused positioning.
- Camera-ready changes create page overflow.
Inputs
Required:
- target venue page limit;
- section text or full draft;
- protected content list: equations, theorem statements, claims, citations, figures, tables, labels, refs.
Optional:
- target word/page reduction;
- venue checklist;
- claim-evidence matrix;
- reviewer-required text that must not be removed.
Compression Order
- Remove redundant motivation.
- Collapse repeated definitions.
- Replace long transitions with direct topic sentences.
- Merge overlapping related-work sentences.
- Compress implementation details that can move to appendix.
- Shorten captions only if they remain self-contained.
- Remove content only after marking the scientific cost.
Protected Content
Do not remove or silently alter:
- claims tied to contribution bullets;
- citations supporting claims;
- equations and theorem assumptions;
- labels, refs, citations, and figure/table references;
- limitations, ethics, reproducibility, and venue-required checklist text;
- reviewer-requested clarifications.
Rubric
| Dimension | Strong Compression | Bad Compression |
|---|---|---|
| Meaning | Same claims, fewer words | Claim scope changes |
| Evidence | Evidence preserved | Results/citations removed |
| LaTeX safety | Commands intact | Labels/refs/cites broken |
| Venue safety | Required sections preserved | Checklist/ethics removed |
| Readability | Tighter flow | Dense and cryptic |
Venue Adaptation
- ICLR/NeurIPS/ICML: preserve limitations, reproducibility details, checklist-related content, and ablation explanations.
- CVPR/ECCV: preserve figure captions, visual evidence, baseline details, and supplement pointers.
- AAAI: preserve policy-sensitive wording around AI-generated text and author-written contributions.
- TMI: preserve references in the page count, validation details, clinical caveats, privacy/IRB language, and conference-extension disclosures.
- arXiv: preserve public links, acknowledgments, and source-package references only when appropriate for the public version.
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.
- 10d ago First seen · 107 lines · 0 tokens per session scan A 49a082c43c42
page-compressor is a skill published in the GitHub repository Haohaha-11/Paper-Writing (3 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 672 tokens. 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 2026-08-31.
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