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academic-deep-research

academic-deep-research is a skill for Claude Code, Codex from wentorai/Research-Claw. It costs 34 tokens per session (4,515 once invoked), scanned A, original, no licence file.

A methodical workflow for investigating a topic through repeated research cycles. It is intended for work such as literature reviews, competitor studies, trend reports, and broad topic investigations.

In plain words
What is it for?
It helps conduct exhaustive investigations, compare competing offerings, map trends, and assemble comprehensive reports.
Why use it?
It helps organize extensive research so important sources, comparisons, and developments are less likely to be overlooked.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 862repo +1 2mo ago A scan 34 tokens custom licence

Good fit It helps conduct exhaustive investigations, compare competing offerings, map trends, and assemble comprehensive reports.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/wentorai/research-claw/academic-deep-research
View source ↗ wentorai/Research-Claw
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 wentorai/Research-Claw --skill academic-deep-research
Clone the repo
git clone --depth 1 https://github.com/wentorai/Research-Claw

Made for: Claude Code, Codex.

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 academic-deep-research

README.md
[![agentmods](https://agentmods.dev/badge/skills/wentorai/research-claw/academic-deep-research/github.svg)](https://agentmods.dev/skills/wentorai/research-claw/academic-deep-research)
Your own site
<a href="https://agentmods.dev/skills/wentorai/research-claw/academic-deep-research"><img src="https://agentmods.dev/badge/skills/wentorai/research-claw/academic-deep-research/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 academic-deep-research

Your own site · 80×15
<a href="https://agentmods.dev/skills/wentorai/research-claw/academic-deep-research"><img src="https://agentmods.dev/badge/skills/wentorai/research-claw/academic-deep-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,515 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 $0.00034 $0.04515
Opus 5.5 $0.00014 $0.01806
Sonnet 5.5 $0.00007 $0.00903
Haiku 4.5 $0.00003 $0.00451

Measured 2mo ago against content hash 9003afece365, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

academic-deep-research 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 2mo 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/academic-deep-research/SKILL.md · 635 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. 2mo ago First seen · 635 lines · 34 tokens per session scan A 9003afece365

Subscribe to this mod's changes

academic-deep-research is a skill published in the GitHub repository wentorai/Research-Claw (862 stars, last pushed 2mo ago), with no licence file. It adds 34 tokens to every session and 4,515 once invoked, about $0.0001 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.

Researchanalysisdeep-diveliterature-review
Related

academic-deep-research compared with skills from other repositories

academic-deep-research next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
academic-deep-researchwentorai/Research-ClawSkill8622mo agononeA34Claude Code, Codex
Deep ResearchAgentEra/AgentlySkill1.7k24d agoApache-2.0A53Claude Code, Codex
paper-workbenchbahayonghang/my-ai-cli-toolkitSkill178d agoMITA102Claude Code
factor-researchHKUDS/Vibe-TradingSkill38kyesterdayMITA32Claude Code, Codex
log-error-digestzebbern/claude-code-guideSkill4.7k3d agoMITA71Claude Code, Codex
results-analysisGalaxy-Dawn/claude-scholarSkill6.0k18d agoMITA68Claude Code
Workspace Data AnalystVoltAgent/voltagentSkill11k2d agoMITA14Claude Code, Codex