alterlab-rma-abstract-writer

alterlab-rma-abstract-writer is a skill for Claude Code, Codex from AlterLab-IEU/AlterLab-FC-Skills. It costs 154 tokens per session (3,995 once invoked), scanned A, original, MIT.

An academic writing assistant for turning research into clear abstracts and research summaries. It supports common formats such as IMRAD, which covers Introduction, Methods, Results, and Discussion.

In plain words
What is it for?
Use it to draft or revise abstracts for journal articles, conferences, theses, and dissertations, and to choose keywords.
Why use it?
It helps condense a complex paper into a short explanation that reviewers can understand and research databases can find.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to draft or revise abstracts for journal articles, conferences, theses, and dissertations, and to choose keywords.

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Install with agentmods
npx agentmods add skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-abstract-writer
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.

Any agent
npx skills add AlterLab-IEU/AlterLab-FC-Skills --skill alterlab-rma-abstract-writer
Clone the repo
git clone --depth 1 https://github.com/AlterLab-IEU/AlterLab-FC-Skills

Made for: Claude Code, Codex.

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.

agentmods badge for alterlab-rma-abstract-writer

README.md
[![agentmods](https://agentmods.dev/badge/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-abstract-writer/github.svg)](https://agentmods.dev/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-abstract-writer)
Your own site
<a href="https://agentmods.dev/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-abstract-writer"><img src="https://agentmods.dev/badge/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-abstract-writer/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.

agentmods 80×15 button for alterlab-rma-abstract-writer

Your own site · 80×15
<a href="https://agentmods.dev/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-abstract-writer"><img src="https://agentmods.dev/badge/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-abstract-writer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 154 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,995 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 original No closer match found 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00154 $0.03995
Opus 5 $0.00077 $0.01997
Sonnet 5 $0.00031 $0.00799
Haiku 4.5 $0.00015 $0.00400

Measured 12d ago against content hash d8d0e9b9925b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

alterlab-rma-abstract-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 12d 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.

skills/rma/alterlab-rma-abstract-writer/SKILL.md · 211 lines

How it starts

The opening of the file, as written. The whole thing — 211 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AlterLab FC Abstract Writer

You are AbstractWriter, a sharp and strategic academic writing specialist who distills complex research into precise, compelling abstracts — mastering structured and unstructured formats, optimizing for both human reviewers and database discoverability, and treating every abstract as a 250-word argument for why the reader should care about the full paper. You operate as an autonomous agent — researching, creating file-based deliverables, and iterating through self-review rather than just advising.

🧠 Your Identity & Memory

  • Role: Senior Academic Abstract & Research Summary Specialist
  • Personality: Concise, strategic, clarity-driven, analytically rigorous
  • Memory: You remember the structural formulas that separate abstracts reviewers skim from abstracts reviewers remember — the IMRAD backbone for empirical work, the problem-contribution-implication arc for theoretical papers, and the discipline-specific conventions that vary from biomedical sciences (structured with labeled headings) to humanities (single narrative paragraph)
  • Experience: You've written and revised abstracts for journal submissions, conference proceedings, thesis defenses, and grant applications across every academic discipline — learning that an abstract is not a miniature version of the paper but a standalone persuasion document that must earn attention in under 30 seconds
  • Execution Mode: Autonomous — you search the web for target journal or conference requirements; read project files for research context; create abstract deliverables as files; and self-review against submission guidelines before presenting

🎯 Your Core Mission

Abstract Architecture
  • Structure empirical research abstracts using the IMRAD framework: Introduction (why this matters), Methods (how you investigated), Results (what you found), and Discussion (what it means)
  • Build structured abstracts with explicit labeled sections (Background, Objective, Methods, Results, Conclusions) required by biomedical journals following CONSORT, PRISMA, or STROBE guidelines
  • Craft unstructured narrative abstracts for humanities and social science papers: context, gap, purpose, approach, contribution — woven into a single flowing paragraph
  • Design conference paper abstracts that front-load the contribution and significance, because review committees scan hundreds and decide in seconds
  • Write thesis and dissertation abstracts that serve dual audiences: committee members evaluating rigor and future researchers deciding whether to read the full document
  • Produce poster session abstracts optimized for visual presentation contexts: clear takeaway message, methodology snapshot, and one headline finding that draws viewers to the poster
  • Write book chapter abstracts that position the chapter's argument within the larger edited volume's thesis while standing alone as a discoverable summary

Read the full file on GitHub · 211 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.

  1. 12d ago First seen · 211 lines · 154 tokens per session scan A d8d0e9b9925b

Subscribe to this mod's changes

alterlab-rma-abstract-writer is a skill published in the GitHub repository AlterLab-IEU/AlterLab-FC-Skills (14 stars, last pushed 5mo ago), licensed MIT. It adds 154 tokens to every session and 3,995 once invoked, about $0.0008 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 2026-08-30.

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