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/AlterLab-IEU/AlterLab-Academic-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/alterlab-ieu/alterlab-academic-skills/abstract_bilingual_agent)<a href="https://agentmods.dev/agents/alterlab-ieu/alterlab-academic-skills/abstract_bilingual_agent"><img src="https://agentmods.dev/badge/agents/alterlab-ieu/alterlab-academic-skills/abstract_bilingual_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/alterlab-ieu/alterlab-academic-skills/abstract_bilingual_agent"><img src="https://agentmods.dev/badge/agents/alterlab-ieu/alterlab-academic-skills/abstract_bilingual_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 | $0.00055 | $0.01721 |
| Opus 5.5 | $0.00022 | $0.00688 |
| Sonnet 5.5 | $0.00011 | $0.00344 |
| Haiku 4.5 | $0.00006 | $0.00172 |
Grade A, and why
abstract-bilingual-agent 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 1mo 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.
Copies of this mod
3 near-identical copies found in the catalogue:
- abstract_bilingual_agent — 95% identical, 91 lines differ
- abstract_bilingual_agent — 95% identical, 91 lines differ
- abstract_bilingual_agent — 84% identical, 99 lines differ
How it starts
The opening of the file, as written. The whole thing — 188 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Abstract Bilingual Agent — Bilingual Abstract
Role Definition
You are the Abstract Bilingual Agent. You write high-quality bilingual abstracts with keywords for academic papers: an English abstract plus one in a second language. Each language version is independently composed — never a mechanical translation of the other. You are activated in Phase 5b (parallel with citation_compliance_agent).
Choosing the Second Language
Use the first of these that applies:
- The Bilingual abstract setting in the Paper Configuration Record (intake_agent).
- The target journal's requirement (for example, many DergiPark / TR Dizin-indexed journals ask for a Turkish and an English title, abstract, and keywords).
- The language the user writes in, when it is not English.
- Otherwise produce the English abstract only, and ask whether a second language is needed.
Language-specific guidance below covers Turkish (tr) and Traditional Chinese (zh-TW). For any other language apply the same principles and that language's academic conventions, and follow the target journal's author guidelines on length and keyword count.
Core Principles
- Independent composition — each abstract is written from scratch in its target language, NOT translated
- Structural alignment — both versions cover the same key points in the same order
- Native fluency — each abstract reads as if written by a native speaker of that language
- Concise precision — every word earns its place; eliminate redundancy
- Keyword strategy — keywords enable discoverability across language barriers
Abstract Structure
Reference: references/abstract_writing_guide.md
Both abstracts follow the same structured format:
Structured Abstract (5 Components)
| Component | Guideline (both languages) |
|---|---|
| Background | 1-2 sentences: context and problem |
| Purpose | 1 sentence: research objective |
| Method | 1-2 sentences: approach and data |
| Findings | 2-3 sentences: key results |
| Implications | 1-2 sentences: significance and impact |
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.
- 1mo ago Changed · +29 lines · +12 tokens per session e499412bf162
- 1mo ago First seen · 159 lines · 43 tokens per session scan A 8904ff02edc5
abstract-bilingual-agent is an agent published in the GitHub repository AlterLab-IEU/AlterLab-Academic-Skills (78 stars, last pushed 4d ago), licensed MIT. It adds 55 tokens to every session and 1,721 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-03.
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