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prisma-review

prisma-review is a skill for Claude Code from giovannifrontera/academic-research-prisma-wiki-rag. It costs 0 tokens per session (14,735 once invoked), scanned A, original, AGPL-3.0.

A method for carrying out and reporting a systematic literature review, which gathers and evaluates research using a documented process. PRISMA is a reporting standard that helps show how studies were found, screened, and included.

In plain words
What is it for?
It helps plan database searches, set inclusion and exclusion rules, remove duplicate records, screen studies, and summarise the available evidence.
Why use it?
It reduces the risk of missing relevant research or choosing studies inconsistently. It also makes the review process easier for others to understand and repeat.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the academic-research-prisma-wiki-rag plugin — 7 skills shipped together

not rated 2repo changed 1mo ago A scan 0 tokens AGPL-3.0

Good fit It helps plan database searches, set inclusion and exclusion rules, remove duplicate records, screen studies, and summarise the available evidence.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/giovannifrontera/academic-research-prisma-wiki-rag/prisma-review
View source ↗ giovannifrontera/academic-research-prisma-wiki-rag
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 giovannifrontera/academic-research-prisma-wiki-rag --skill prisma-review
Clone the repo
git clone --depth 1 https://github.com/giovannifrontera/academic-research-prisma-wiki-rag

Made for: Claude Code.

Or install academic-research-prisma-wiki-rag, the plugin that ships this one along with the rest of its 7 skills.

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 prisma-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/giovannifrontera/academic-research-prisma-wiki-rag/prisma-review/github.svg)](https://agentmods.dev/skills/giovannifrontera/academic-research-prisma-wiki-rag/prisma-review)
Your own site
<a href="https://agentmods.dev/skills/giovannifrontera/academic-research-prisma-wiki-rag/prisma-review"><img src="https://agentmods.dev/badge/skills/giovannifrontera/academic-research-prisma-wiki-rag/prisma-review/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 prisma-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/giovannifrontera/academic-research-prisma-wiki-rag/prisma-review"><img src="https://agentmods.dev/badge/skills/giovannifrontera/academic-research-prisma-wiki-rag/prisma-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 14,735 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 unknown 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 $0.00000 $0.14735
Opus 5.5 $0.00000 $0.05894
Sonnet 5.5 $0.00000 $0.02947
Haiku 4.5 $0.00000 $0.01473

Measured 1mo ago against content hash 6af1047e29ab, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

prisma-review 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.

The scan reads SKILL.md. This mod also ships 5 executable files (scripts/extract_pdf_metadata.py, scripts/fetch_fulltext.py, scripts/prisma_screening.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/prisma-review/SKILL.md · 914 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 1mo ago Changed · +20 lines 6af1047e29ab
  2. 1mo ago Changed 9bf8bc269a05
  3. 1mo ago Changed · +5 lines 2332548f2c34
  4. 1mo ago Changed · -14 lines 8fb5ba9624a7
  5. 2mo ago First seen · 903 lines · 0 tokens per session scan A eb4866c34ca1

Subscribe to this mod's changes

prisma-review is a skill published in the GitHub repository giovannifrontera/academic-research-prisma-wiki-rag (2 stars, last pushed 1mo ago), licensed AGPL-3.0. It costs nothing until one of its globs matches a file; then it loads 14,735 tokens. 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 2026-08-31.

Claude CodeResearchacademic-researchevidence-based-educationlancedbmcp-serveropen-science
Related

prisma-review compared with skills from other repositories

prisma-review next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
prisma-reviewgiovannifrontera/academic-research-prisma-wiki-ragSkill21mo agoAGPL-3.0A0Claude Code
haiku-ragggozad/haiku.ragSkill650yesterdayMITA76Claude Code
semantic-searchvrppaul/semantic-code-mcpSkill47d agoMITA52Claude Code, Codex
plex-mcpsandraschi/plexmcpSkill29d agoMITA64Claude Code
lessoncablate/memory-lancedb-mcpSkill016d agoMITA45Claude Code, Codex
memory-recallourmem/omemSkill1735mo agononeA27Claude Code
memory-storeourmem/omemSkill1735mo agononeA25Claude Code