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 tuoxie2046/claude-code-research-skills --skill academic-paper-reviewergit clone --depth 1 https://github.com/tuoxie2046/claude-code-research-skillsWrote 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/tuoxie2046/claude-code-research-skills/academic-paper-reviewer)<a href="https://agentmods.dev/skills/tuoxie2046/claude-code-research-skills/academic-paper-reviewer"><img src="https://agentmods.dev/badge/skills/tuoxie2046/claude-code-research-skills/academic-paper-reviewer/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/tuoxie2046/claude-code-research-skills/academic-paper-reviewer"><img src="https://agentmods.dev/badge/skills/tuoxie2046/claude-code-research-skills/academic-paper-reviewer.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 | $0.00104 | $0.05479 |
| Opus 5 | $0.00052 | $0.02740 |
| Sonnet 5 | $0.00021 | $0.01096 |
| Haiku 4.5 | $0.00010 | $0.00548 |
Grade A, and why
academic-paper-reviewer 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 12d 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
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
What ships with it
25 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.
- agents/devils_advocate_reviewer_agent.md 18 KB
- agents/domain_reviewer_agent.md 13 KB
- agents/editorial_synthesizer_agent.md 22 KB
- agents/eic_agent.md 11 KB
- agents/field_analyst_agent.md 9.2 KB
- agents/methodology_reviewer_agent.md 15 KB
- agents/perspective_reviewer_agent.md 16 KB
- examples/hei_paper_review_example.md 26 KB
- examples/interdisciplinary_review_example.md 19 KB
- examples/subclaim_decomposition_example.md 6.0 KB
- references/calibration_mode_protocol.md 13 KB
- references/changelog.md 976 B
- references/editorial_decision_standards.md 9.0 KB
- references/guided_mode_protocol.md 1.9 KB
- references/integration_guide.md 680 B
- references/quality_rubrics.md 7.5 KB
- references/re_review_mode_protocol.md 8.5 KB
- references/review_criteria_framework.md 9.9 KB
- references/review_quality_thinking.md 2.9 KB
- references/sprint_contract_protocol.md 11 KB
- references/statistical_reporting_standards.md 22 KB
- references/top_journals_by_field.md 13 KB
- templates/editorial_decision_template.md 6.7 KB
- templates/peer_review_report_template.md 7.3 KB
- templates/revision_response_template.md 6.9 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.
- 12d ago First seen · 425 lines · 104 tokens per session scan A 571dde9a684c
academic-paper-reviewer is a skill published in the GitHub repository tuoxie2046/claude-code-research-skills (5 stars, last pushed 2mo ago), with no licence file. It adds 104 tokens to every session and 5,479 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
skill-creation-walkthrough
Step-by-step guide for creating your own Claude Skills, from deciding whether a skill is the right tool to writing the SKILL.md file, structuring reference material, and making it trigger reliably. Use when you want to package a workflow, framework, or repeated task into a reusable Skill, when an existing skill is not…
acl-review-process
Use when reasoning about how an ACL paper travels through ACL Rolling Review and conference commitment, covering reviewer and area-chair roles, meta-reviews, the commitment decision by senior area chairs and program chairs, Findings versus main-conference outcomes, ethics review escalation, and resubmission strategy…
interactive-product-tour
Designing in-product tours, tooltips, and contextual help that teach product capabilities without becoming friction. Trigger logic, tour architecture, contextual placement, completion tracking. Honest about tooltip-spam (visual noise that users develop blindness to), one-and-done (help invisible at the moment of…
team-onboarding-playbook
Design a structured onboarding experience that gets new team members productive in 30, 60, and 90 days. Use when a new hire is joining, when contractors or agency partners need to ramp up, when an existing team is restructuring and members are switching focus, or when current onboarding feels chaotic and slow. Also…
onboarding
Guides a first-time omo user through setup and the core workflow. Use when a new user asks to get started with omo.
debate-simulator
Spin up 2-3 expert personas to debate any topic from different angles. Structure: Opening statements, rebuttals, cross-examination, closing arguments.