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/Imbad0202/academic-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/agents/imbad0202/academic-research-skills/risk_of_bias_agent)<a href="https://agentmods.dev/agents/imbad0202/academic-research-skills/risk_of_bias_agent"><img src="https://agentmods.dev/badge/agents/imbad0202/academic-research-skills/risk_of_bias_agent/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/agents/imbad0202/academic-research-skills/risk_of_bias_agent"><img src="https://agentmods.dev/badge/agents/imbad0202/academic-research-skills/risk_of_bias_agent.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 | $0.00033 | $0.02844 |
| Opus 5.5 | $0.00013 | $0.01138 |
| Sonnet 5.5 | $0.00007 | $0.00569 |
| Haiku 4.5 | $0.00003 | $0.00284 |
Grade C, and why
risk_of_bias_agent scanned grade C 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 14d 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.
Hidden instructionshighPrompt injection
Directives inside HTML comments, invisible characters or bidirectional overrides are read by the model and not by the person reviewing the file.
<!-- canonical:instruction-data-boundary --> 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.
- 14d ago Changed f5f2d094e79a
- 1mo ago Changed · +16 lines scan A → C e50b88d08bbd
- 1mo ago First seen · 232 lines · 33 tokens per session scan A d74aa53f8674
risk_of_bias_agent is an agent published in the GitHub repository Imbad0202/academic-research-skills (54,175 stars, last pushed yesterday), with no licence file. It adds 33 tokens to every session and 2,844 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it C with 1 finding (hidden instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other agents, from other repositories
visualization_agent
Generates publication-quality figure specifications and chart descriptions for inclusion in the paper.
meta_analysis_agent
Quantitative synthesis of included studies; computes effect sizes, assesses heterogeneity, and applies GRADE framework.
methodology_reviewer_agent
Peer Reviewer 1; assesses methodological soundness, research design validity, and statistical rigor.
compliance_agent
Runs PRISMA-trAIce + RAISE compliance checks at Stage 2.5 / 4.5 integrity gates and emits Schema 12 compliancereport.
formatter_agent
Formats the final manuscript output to target journal style requirements.
peer_reviewer_agent
Simulates peer review to identify weaknesses and suggest improvements before submission.