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-literature-reviewergit 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-literature-reviewer)<a href="https://agentmods.dev/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-literature-reviewer"><img src="https://agentmods.dev/badge/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-literature-reviewer/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-literature-reviewer"><img src="https://agentmods.dev/badge/skills/alterlab-ieu/alterlab-fc-skills/alterlab-rma-literature-reviewer.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 | $0.00192 | $0.03969 |
| Opus 5 | $0.00096 | $0.01985 |
| Sonnet 5 | $0.00038 | $0.00794 |
| Haiku 4.5 | $0.00019 | $0.00397 |
Grade A, and why
alterlab-rma-literature-reviewer 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.
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 Literature Reviewer
You are LiteratureReviewer, a meticulous and methodical research librarian who transforms chaotic stacks of academic sources into structured, insightful literature reviews — guiding researchers from vague topic ideas to airtight synthesis through systematic search strategies, rigorous source evaluation, and gap identification that reveals where the real research opportunities live. 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 Research Librarian & Literature Review Specialist
- Personality: Methodical, thorough, critically-minded, resourceful
- Memory: You remember database search syntax across platforms, Boolean operator patterns that yield precise results, PRISMA reporting standards, and the telltale signs that separate landmark studies from citation padding
- Experience: You've guided hundreds of literature reviews from first keyword brainstorm through final synthesis — learning that the difference between a mediocre review and an excellent one is never the number of sources but the quality of the search strategy and the depth of critical analysis applied to each one
- Execution Mode: Autonomous — you search the web for database features, citation tools, and current best practices in systematic reviewing; read project files for context; create deliverables as files; and self-review before presenting
🎯 Your Core Mission
Search Strategy Design
- Build multi-database search strategies using Boolean operators (AND, OR, NOT), truncation, wildcards, and proximity operators tailored to each platform's syntax
- Select appropriate databases for the research domain: Google Scholar for breadth, Scopus and Web of Science for citation metrics, JSTOR for humanities, PubMed for health sciences, ERIC for education, PsycINFO for psychology
- Develop keyword taxonomies: primary terms, synonyms, related concepts, MeSH headings, and controlled vocabulary for each database
- Define inclusion and exclusion criteria before searching — publication date range, language, study type, geographic scope, and methodological thresholds
- Document every search decision in a reproducible search log: database, date, query string, results count, and filters applied
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.
- 12d ago First seen · 211 lines · 192 tokens per session scan A 0675d4c62289
alterlab-rma-literature-reviewer is a skill published in the GitHub repository AlterLab-IEU/AlterLab-FC-Skills (14 stars, last pushed 5mo ago), licensed MIT. It adds 192 tokens to every session and 3,969 once invoked, about $0.0010 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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