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 litreviewgit 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/litreview)<a href="https://agentmods.dev/skills/ericluo04/claude-academic-workflow/litreview"><img src="https://agentmods.dev/badge/skills/ericluo04/claude-academic-workflow/litreview/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/litreview"><img src="https://agentmods.dev/badge/skills/ericluo04/claude-academic-workflow/litreview.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 | $0.00096 | $0.03710 |
| Opus 5 | $0.00048 | $0.01855 |
| Sonnet 5 | $0.00019 | $0.00742 |
| Haiku 4.5 | $0.00010 | $0.00371 |
Grade A, and why
litreview 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 6d 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.
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 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.
- 6d ago Changed · +23 lines cc10a3f89a91
- 10d ago First seen · 252 lines · 96 tokens per session scan A 273ee359499b
litreview is a skill published in the GitHub repository ericluo04/claude-academic-workflow (13 stars, last pushed 4d ago), with no licence file. It adds 96 tokens to every session and 3,710 once invoked, about $0.0005 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 2026-08-31.
Other skills, from other repositories
academic-slides
Create Beamer-inspired academic HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build slides for a conference talk, lecture, seminar, or thesis defense. Supports theorem environments, KaTeX equations, algorithm pseudocode, and citations. Helps academics discover their…
r-spss-syntax-architect
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.
ob-hrm-scale-adaptor
A guide for adapting organisational behaviour and human-resources survey scales across languages and cultures. It covers permission checks, translation and back-translation, expert review, participant interviews, and tests of whether groups interpret the scale comparably.
q1-journal-reviewer
A simulated anonymous review by a demanding business-research journal referee. It examines a complete paper for contribution, causal reasoning, robustness checks, mechanisms, and the difference between statistical and real-world importance.
tej-data-scout
A research-planning guide that checks whether a proposed study can use data from a database such as TEJ, Taiwan’s financial and economic data service. It breaks the topic into variables, finds likely data sections, checks coverage and frequency, and notes gaps that still need confirmation.
tej-data-wrangler
A data-cleaning workflow for raw TEJ files. TEJ, the Taiwan Economic Journal, provides financial and company data; this workflow turns its Excel or CSV downloads into analysis-ready panel data, where observations are tracked across companies and time.