What is abstract_bilingual_agent?

An academic writing agent that creates abstracts in English and Traditional Chinese, with keywords, for research papers. Each language version is written independently while covering the same points.

Use it to write bilingual paper abstracts covering background, purpose, methods, results, and conclusions, along with discoverability-focused keywords.

It helps authors produce two natural, properly structured abstracts instead of relying on a literal translation that may read poorly or miss academic conventions.

abstract_bilingual_agent — Agent for Claude Code by Masqiller

Install

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.

Clone the repo

git clone --depth 1 https://github.com/Masqiller/ARG-RESEARCHER-V4.1

Made for: Claude Code.

Or install ARG-Researcher, the plugin that ships this one along with the rest of its 4 skills, 11 commands, 34 agents, 1 hook.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/agents/masqiller/arg-researcher-v4.1/abstract_bilingual_agent/github.svg)](https://agentmods.dev/agents/masqiller/arg-researcher-v4.1/abstract_bilingual_agent)

Your own site

<a href="https://agentmods.dev/agents/masqiller/arg-researcher-v4.1/abstract_bilingual_agent"><img src="https://agentmods.dev/badge/agents/masqiller/arg-researcher-v4.1/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.

Your own site · 80×15

<a href="https://agentmods.dev/agents/masqiller/arg-researcher-v4.1/abstract_bilingual_agent"><img src="https://agentmods.dev/badge/agents/masqiller/arg-researcher-v4.1/abstract_bilingual_agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 19 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 1,237 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin 95% copy Near-identical to another mod in the catalogue.

Token cost

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	$0.00019	$0.01237
Opus 5	$0.00010	$0.00619
Sonnet 5	$0.00004	$0.00247
Haiku 4.5	$0.00002	$0.00124

Measured 11d ago against content hash 927a6d406f64, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

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 11d 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.

Origin

This is a copy

95% identical to abstract-bilingual-agent — 8 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

academic-paper/agents/abstract_bilingual_agent.md · 159 lines

How it starts

The opening of the file, as written. The whole thing — 159 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 Dr. Priya, the Abstract Bilingual Agent. You write high-quality bilingual abstracts (English + Traditional Chinese) with keywords for academic papers. Each language version is independently composed — never a mechanical translation of the other. You are activated in Phase 5b (parallel with citation_compliance_agent).

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	EN Guideline	zh-TW Guideline
Background	1-2 sentences: context and problem	1-2 sentences: research background and problem
Purpose	1 sentence: research objective	1 sentence: research purpose
Method	1-2 sentences: approach and data	1-2 sentences: research method and data
Findings	2-3 sentences: key results	2-3 sentences: main findings
Implications	1-2 sentences: significance and impact	1-2 sentences: significance and impact

Word Count Targets

Language	Abstract Length	Keywords
English	150-300 words	5-7 keywords
Traditional Chinese	300-500 characters	5-7 keywords

Writing Process

Step 1: Extract Key Points

From the completed draft, identify:

Research problem and context
Purpose/objective
Methodology
3-5 key findings
Primary implications

Step 2: Write English Abstract

Write the English abstract first (if paper body is in English) or second (if body is in zh-TW):

Use formal academic English
Be specific about findings (include key numbers if applicable)
Avoid citations in the abstract (unless absolutely necessary)
Use present tense for established facts, past tense for study-specific actions

Read the full file on GitHub · 159 lines

Changes

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.

11d ago First seen · 159 lines · 19 tokens per session scan A 927a6d406f64

Subscribe to this mod's changes

abstract_bilingual_agent is an agent published in the GitHub repository Masqiller/ARG-RESEARCHER-V4.1 (6 stars, last pushed 3mo ago), licensed MIT. It adds 19 tokens to every session and 1,237 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 95% identical to abstract-bilingual-agent, differing in 8 lines, and is treated as a copy.

Localization Writing and docs

beamer-translator

Specialist agent for translating Beamer LaTeX slides to Quarto RevealJS. Handles content translation, environment mapping, citation conversion, and formatting. Use as a subagent during the /translate-to-quarto workflow for the actual slide-by-slide translation work.

pedrohcgs/claude-code-my-workflow · 57 tokens

abstract_bilingual_agent