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 ericluo04/claude-academic-workflow --skill reading-papersgit clone --depth 1 https://github.com/ericluo04/claude-academic-workflowWrote 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/ericluo04/claude-academic-workflow/reading-papers)<a href="https://agentmods.dev/skills/ericluo04/claude-academic-workflow/reading-papers"><img src="https://agentmods.dev/badge/skills/ericluo04/claude-academic-workflow/reading-papers/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/ericluo04/claude-academic-workflow/reading-papers"><img src="https://agentmods.dev/badge/skills/ericluo04/claude-academic-workflow/reading-papers.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 | $0.05328 |
| Opus 5.5 | $0.00000 | $0.02131 |
| Sonnet 5.5 | $0.00000 | $0.01066 |
| Haiku 4.5 | $0.00000 | $0.00533 |
Grade A, and why
reading-papers scanned grade A with 1 finding 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 16d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
uv itself is missing, fall back to plain curl against the resolver APIs for the one lookup The source is not reproduced here
A licence we could not identify
The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.
What ships with it
3 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.
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.
- 16d ago Changed · +11 lines 08a5b9f95ad4
- 17d ago Changed · +33 lines cbaadd0be72a
- 23d ago Changed · +2 lines 0d4397265c35
- 1mo ago Changed · -2 lines d22f5c9ec390
- 1mo ago Changed 91f2964512ec
- 1mo ago Changed · +26 lines cdd3b0637353
- 1mo ago First seen · 247 lines · 0 tokens per session scan A 0583142f743c
reading-papers is a skill published in the GitHub repository ericluo04/claude-academic-workflow (25 stars, last pushed 13d ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 5,328 tokens. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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A guide for turning research hypotheses into repeatable R or SPSS code for statistical analysis. It covers panel data, where the same companies or other units are observed over time, as well as interaction effects, curves, and mediation.
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research-framework-figure
A generator for editable research diagrams that show proposed relationships between concepts, such as one factor affecting another through an intermediate factor. It produces SVG and PowerPoint files, which are vector formats that can be edited without treating the figure as a fixed image.
academic-journal-polisher
A Chinese-language editing and review workflow for Taiwanese business and management research papers. It focuses on topics such as family businesses, corporate governance, and ESG-related research.