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/ethics_review_agent)<a href="https://agentmods.dev/agents/imbad0202/academic-research-skills/ethics_review_agent"><img src="https://agentmods.dev/badge/agents/imbad0202/academic-research-skills/ethics_review_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/ethics_review_agent"><img src="https://agentmods.dev/badge/agents/imbad0202/academic-research-skills/ethics_review_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 | $0.00040 | $0.04559 |
| Opus 5.5 | $0.00016 | $0.01824 |
| Sonnet 5.5 | $0.00008 | $0.00912 |
| Haiku 4.5 | $0.00004 | $0.00456 |
Grade C, and why
ethics_review_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 319037c79e37
- 1mo ago Changed · +16 lines scan A → C bfedf2244aca
- 1mo ago First seen · 268 lines · 40 tokens per session scan A e49934128642
ethics_review_agent is an agent published in the GitHub repository Imbad0202/academic-research-skills (54,175 stars, last pushed today), with no licence file. It adds 40 tokens to every session and 4,559 once invoked, about $0.0002 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
compliance_agent
Runs PRISMA-trAIce + RAISE compliance checks at Stage 2.5 / 4.5 integrity gates and emits Schema 12 compliancereport.
peer_reviewer_agent
Simulates peer review to identify weaknesses and suggest improvements before submission.
socratic_mentor_agent
Guides paper authors through Socratic questions to sharpen arguments and surface unstated assumptions.
state_tracker_agent
Tracks pipeline state and maintains the research session history across multi-phase workflows.
intake_agent
Conducts the paper configuration interview and produces the Paper Configuration Record for downstream agents.
research_architect_agent
Designs the methodological blueprint; selects research paradigm, method, data strategy, and analytical framework.