sr-screener

sr-screener is a skill for Claude Code from costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills. It costs 234 tokens per session (7,748 once invoked), scanned C, original, no licence file.

A workflow for screening research records against confirmed rules, using two reviewers who work independently without seeing each other's decisions and a third reviewer to resolve disagreements.

In plain words
What is it for?
It is for screening titles, abstracts, and full-text reports in batches, with ordered exclusion reasons and resumable work.
Why use it?
It makes study selection more consistent and records why items were excluded. Systematic, scoping, and rapid reviews are structured ways to find and assess published research.

Skill for Claude Code

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

Part of the academic-research-skills plugin — 5 skills, 37 agents shipped together , and of academic-research-skills

Good fit It is for screening titles, abstracts, and full-text reports in batches, with ordered exclusion reasons and resumable work.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/sr-screener
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 costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills --skill sr-screener
Clone the repo
git clone --depth 1 https://github.com/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills

Made for: Claude Code.

Or install academic-research-skills, the plugin that ships this one along with the rest of its 5 skills, 37 agents.

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 sr-screener

README.md
[![agentmods](https://agentmods.dev/badge/skills/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/sr-screener/github.svg)](https://agentmods.dev/skills/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/sr-screener)
Your own site
<a href="https://agentmods.dev/skills/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/sr-screener"><img src="https://agentmods.dev/badge/skills/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/sr-screener/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 sr-screener

Your own site · 80×15
<a href="https://agentmods.dev/skills/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/sr-screener"><img src="https://agentmods.dev/badge/skills/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/sr-screener.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 234 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,748 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. 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 $0.00234 $0.07748
Opus 5.5 $0.00094 $0.03099
Sonnet 5.5 $0.00047 $0.01550
Haiku 4.5 $0.00023 $0.00775

Measured 4d ago against content hash 6bab01023c6a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

sr-screener scanned grade C with 1 finding 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 4d ago.

The scan reads SKILL.md. This mod also ships 8 executable files (scripts/build_outputs.py, scripts/build_workflow.py, scripts/merge_decisions.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.

Hidden instructionshighPrompt injection

Directives inside HTML comments, invisible characters or bidirectional overrides are read by the model and not by the person reviewing the file.

<!-- canonical:instruction-data-boundary -->
sr-screener/SKILL.md · 517 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

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.

  1. 4d ago Changed 6bab01023c6a
  2. 17d ago First seen · 517 lines · 234 tokens per session scan C b737e314865c

Subscribe to this mod's changes

sr-screener is a skill published in the GitHub repository costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills (60 stars, last pushed 4d ago), with no licence file. It adds 234 tokens to every session and 7,748 once invoked, about $0.0009 per session on Opus 5.5. A static security scan graded it C with 1 finding (hidden instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-21.

Related

sr-screener compared with skills from other repositories

sr-screener next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
sr-screenercostrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skillsSkill604d agononeC234Claude Code
imagegenopenai/codexSkill133kyesterdayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143kyesterdayMITA95Claude Code
next-partial-prefetching-adoptionvercel/next.jsSkill143kyesterdayMITA103Claude Code