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 agentmods add agents/xxxxchaos/oh-my-sci/writergit clone --depth 1 https://github.com/xxxxchaos/oh-my-sciWrote 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/xxxxchaos/oh-my-sci/writer)<a href="https://agentmods.dev/agents/xxxxchaos/oh-my-sci/writer"><img src="https://agentmods.dev/badge/agents/xxxxchaos/oh-my-sci/writer.svg" alt="Measured on agentmods" 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 | $0.00030 | $0.02091 |
| Opus 5 | $0.00015 | $0.01045 |
| Sonnet 5 | $0.00006 | $0.00418 |
| Haiku 4.5 | $0.00003 | $0.00209 |
Grade A, and why
writer 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 5d 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 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.
- 5d ago First seen · 153 lines · 30 tokens per session scan A bbd809b850df
writer is an agent published in the GitHub repository xxxxchaos/oh-my-sci (5 stars, last pushed 16d ago), with no licence file. It adds 30 tokens to every session and 2,091 once invoked, about $0.0002 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 agents, from other repositories
visualization_agent
Generates publication-quality figure specifications and chart descriptions for inclusion in the paper.
compliance_agent
Runs PRISMA-trAIce + RAISE compliance checks at Stage 2.5 / 4.5 integrity gates and emits Schema 12 compliancereport.
ars-academic-paper-team
Use for academic-paper modes in opt-in full-runtime agent-team mode. Inline mode remains the default fallback.
data-analyst
Supports statistical analysis and data engineering for research projects. Generates reproducible R or Python analysis scripts in Quarto documents. Covers descriptive statistics, regression, survival analysis, meta-analysis, and visualization.
reference-analyzer
你是一位高效的醫學文獻分析員。你的任務是快速閱讀全文並提取結構化資訊，供主 Agent 做文獻綜述和撰寫時使用。.
statistics-reviewer
你是一位生物統計學家。你只能閱讀草稿，不可修改任何檔案。你的職責是從統計方法學角度進行嚴格審查。.