What is pipeline-ricerca?

A workflow guide for academic research projects, linking steps from PRISMA, a reporting standard for systematic reviews, through retrieval, pilot design, and preprint export.

Use it when starting research, changing workflow stages, or checking how the research pipeline connects.

It helps you know which research skill and files belong together at each stage of the project.

pipeline-ricerca — Skill for Claude Code by giovannifrontera

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 pipeline-ricerca

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/giovannifrontera/academic-research-prisma-wiki-rag/pipeline-ricerca/github.svg)](https://agentmods.dev/skills/giovannifrontera/academic-research-prisma-wiki-rag/pipeline-ricerca)

Your own site

<a href="https://agentmods.dev/skills/giovannifrontera/academic-research-prisma-wiki-rag/pipeline-ricerca"><img src="https://agentmods.dev/badge/skills/giovannifrontera/academic-research-prisma-wiki-rag/pipeline-ricerca/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/skills/giovannifrontera/academic-research-prisma-wiki-rag/pipeline-ricerca"><img src="https://agentmods.dev/badge/skills/giovannifrontera/academic-research-prisma-wiki-rag/pipeline-ricerca.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 61 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 2,788 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.

Model	Per session	Once invoked
Fable 5.1	$0.00061	$0.02788
Opus 5.5	$0.00024	$0.01115
Sonnet 5.5	$0.00012	$0.00558
Haiku 4.5	$0.00006	$0.00279

Measured 1mo ago against content hash d85dc0644df0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

pipeline-ricerca 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.

skills/pipeline-ricerca/SKILL.md · 198 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

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.

1mo ago Changed · +14 lines d85dc0644df0
1mo ago Changed · +8 lines 0c78390b4fc9
1mo ago Changed · +23 lines 4eec5bc3cb24
1mo ago Changed · +3 lines 9630ca01bb49
1mo ago Changed a3b8e3e77afc
2mo ago First seen · 150 lines · 61 tokens per session scan A 0d9ba7e06d0f

Subscribe to this mod's changes

pipeline-ricerca 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 adds 61 tokens to every session and 2,788 once invoked, about $0.0002 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 2026-08-31.

Claude Code Planning Research academic-research evidence-based-education lancedb mcp-server open-science

pipeline-ricerca next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
pipeline-ricercagiovannifrontera/academic-research-prisma-wiki-rag	Skill	2	1mo ago	AGPL-3.0	A	61	Claude Code
haiku-ragggozad/haiku.rag	Skill	650	yesterday	MIT	A	76	Claude Code
semantic-searchvrppaul/semantic-code-mcp	Skill	4	7d ago	MIT	A	52	Claude Code, Codex
plex-mcpsandraschi/plexmcp	Skill	2	9d ago	MIT	A	64	Claude Code
lessoncablate/memory-lancedb-mcp	Skill	0	16d ago	MIT	A	45	Claude Code, Codex
memory-recallourmem/omem	Skill	173	5mo ago	none	A	27	Claude Code
memory-storeourmem/omem	Skill	173	5mo ago	none	A	25	Claude Code