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 skills add AlterLab-IEU/AlterLab-FC-Skills --skill alterlab-rma-abstract-writergit clone --depth 1 https://github.com/AlterLab-IEU/AlterLab-FC-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/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-abstract-writer)<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.
<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>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 | $0.00154 | $0.03995 |
| Opus 5.5 | $0.00062 | $0.01598 |
| Sonnet 5.5 | $0.00031 | $0.00799 |
| Haiku 4.5 | $0.00015 | $0.00400 |
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 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.
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
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 First seen · 211 lines · 154 tokens per session scan A d8d0e9b9925b
alterlab-rma-abstract-writer is a skill published in the GitHub repository AlterLab-IEU/AlterLab-FC-Skills (18 stars, last pushed 7mo ago), licensed MIT. It adds 154 tokens to every session and 3,995 once invoked, about $0.0006 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 2026-08-30.
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