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.
git clone --depth 1 https://github.com/Robertmorrisluminousenergy177/paper-deep-reading-skillWrote 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/commands/robertmorrisluminousenergy177/paper-deep-reading-skill/paper-deep-reading)<a href="https://agentmods.dev/commands/robertmorrisluminousenergy177/paper-deep-reading-skill/paper-deep-reading"><img src="https://agentmods.dev/badge/commands/robertmorrisluminousenergy177/paper-deep-reading-skill/paper-deep-reading/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/commands/robertmorrisluminousenergy177/paper-deep-reading-skill/paper-deep-reading"><img src="https://agentmods.dev/badge/commands/robertmorrisluminousenergy177/paper-deep-reading-skill/paper-deep-reading.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 | $0.00180 |
| Opus 5 | $0.00000 | $0.00090 |
| Sonnet 5 | $0.00000 | $0.00036 |
| Haiku 4.5 | $0.00000 | $0.00018 |
Grade A, and why
paper-deep-reading 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.
What it actually says
Paper Deep Reading
Use this as a fallback Claude Code slash-command prompt when the native skill folder is not available.
Read the canonical skill instructions from paper-deep-reading/SKILL.md, then follow the relevant reference files under paper-deep-reading/references/.
Task:
Create a beginner-friendly Obsidian deep-reading note for the supplied journal paper PDF or paper text. Include paragraph-level translation or explanation when requested, figures placed in context, detailed figure notes, beginner concept explanations, a deduplicated question log, glossary, mechanism chain, and optional PDF export.
Quality requirements:
- Preserve the paper's logical order.
- Verify figure placement against rendered pages when working from PDF.
- Explain each figure as evidence, not decoration.
- Distinguish measured, calculated, inferred, and proposed claims.
- Avoid publicly redistributing copyrighted full-text translation unless the source license allows it.
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 · 18 lines · 0 tokens per session scan A cf79dde5ff52
paper-deep-reading is a command published in the GitHub repository Robertmorrisluminousenergy177/paper-deep-reading-skill (1 stars, last pushed yesterday), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 180 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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