agentmods.dev

literature-sweep

literature-sweep is a skill for Claude Code from linxule/interpretive-orchestration. It costs 52 tokens per session (1,288 once invoked), scanned A, original, no licence file.

A process for gathering foundational academic literature and identifying theoretical patterns for a research project.

In plain words
What is it for?
Use it to collect relevant academic papers and develop a theoretical stream for the next phase of qualitative analysis.
Why use it?
It helps researchers organise the early literature review instead of searching for papers without a clear analytical purpose.

Skill for Claude Code

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

Part of the interpretive-orchestration plugin — 29 skills, 4 agents, 7 hooks, 1 MCP server shipped together

not rated 21repo changed today A scan 52 tokens custom licence

Good fit Use it to collect relevant academic papers and develop a theoretical stream for the next phase of qualitative analysis.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/linxule/interpretive-orchestration/literature-sweep
View source ↗ linxule/interpretive-orchestration doi.org
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 linxule/interpretive-orchestration --skill literature-sweep
Clone the repo
git clone --depth 1 https://github.com/linxule/interpretive-orchestration

Made for: Claude Code.

Or install interpretive-orchestration, the plugin that ships this one along with the rest of its 29 skills, 4 agents, 7 hooks, 1 MCP server.

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 literature-sweep

README.md
[![agentmods](https://agentmods.dev/badge/skills/linxule/interpretive-orchestration/literature-sweep/github.svg)](https://agentmods.dev/skills/linxule/interpretive-orchestration/literature-sweep)
Your own site
<a href="https://agentmods.dev/skills/linxule/interpretive-orchestration/literature-sweep"><img src="https://agentmods.dev/badge/skills/linxule/interpretive-orchestration/literature-sweep/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 literature-sweep

Your own site · 80×15
<a href="https://agentmods.dev/skills/linxule/interpretive-orchestration/literature-sweep"><img src="https://agentmods.dev/badge/skills/linxule/interpretive-orchestration/literature-sweep.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 52 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,288 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 $0.00052 $0.01288
Opus 5.5 $0.00021 $0.00515
Sonnet 5.5 $0.00010 $0.00258
Haiku 4.5 $0.00005 $0.00129

Measured today against content hash 5f225fd8fab4, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

literature-sweep 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 today.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/search-and-fetch.js), 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.

plugin/skills/literature-sweep/SKILL.md · 174 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

Files

What ships with it

1 file 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. today Changed · +2 lines 5f225fd8fab4
  2. 2mo ago First seen · 172 lines · 52 tokens per session scan A ee5d1d83d983

Subscribe to this mod's changes

literature-sweep is a skill published in the GitHub repository linxule/interpretive-orchestration (21 stars, last pushed today), with no licence file. It adds 52 tokens to every session and 1,288 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 2026-08-30.

Claude CodeLearning and teachingResearchacademic-researchai-research-toolsgrounded-theoryhuman-ai-collaborationmcp
Related

literature-sweep compared with skills from other repositories

literature-sweep next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
literature-sweeplinxule/interpretive-orchestrationSkill21todaynoneA52Claude Code
hps-academic-papernexu-io/open-designSkill106ktodayApache-2.0A49Claude Code, Codex
html-ppt-zhangzara-vellumnexu-io/open-designSkill106ktodayApache-2.0A47Claude Code, Codex
kaggle-learnerGalaxy-Dawn/claude-scholarSkill6.0k19d agoMITA69Claude Code
acl-review-processbrycewang-stanford/Awesome-Journal-SkillsSkill1.4k1mo agoMITA62Claude Code
keshav-three-passyogsoth-ai/de-anthropocentric-research-engineSkill51015d agoApache-2.0A56Claude Code, Codex
generate-candidate-directionsyogsoth-ai/de-anthropocentric-research-engineSkill51015d agoApache-2.0A24Claude Code, Codex