scholar-ideation

scholar-ideation is a skill for Claude Code from catlog22/maestro-flow. It costs 65 tokens per session (2,753 once invoked), scanned A, original, no licence file.

A research-planning workflow that starts with literature searches and leads to research ideas, questions, methods, and project plans.

In plain words
What is it for?
Use it to brainstorm ideas, review literature, analyse research gaps, define questions, choose methods, and plan a project.
Why use it?
It helps structure the early stages of research and identify gaps in existing work.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Use it to brainstorm ideas, review literature, analyse research gaps, define questions, choose methods, and plan a project.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/catlog22/maestro-flow/scholar-ideation
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 catlog22/maestro-flow --skill scholar-ideation
Clone the repo
git clone --depth 1 https://github.com/catlog22/maestro-flow

Made for: Claude Code.

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 scholar-ideation

README.md
[![agentmods](https://agentmods.dev/badge/skills/catlog22/maestro-flow/scholar-ideation/github.svg)](https://agentmods.dev/skills/catlog22/maestro-flow/scholar-ideation)
Your own site
<a href="https://agentmods.dev/skills/catlog22/maestro-flow/scholar-ideation"><img src="https://agentmods.dev/badge/skills/catlog22/maestro-flow/scholar-ideation/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 scholar-ideation

Your own site · 80×15
<a href="https://agentmods.dev/skills/catlog22/maestro-flow/scholar-ideation"><img src="https://agentmods.dev/badge/skills/catlog22/maestro-flow/scholar-ideation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 65 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,753 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 $0.00065 $0.02753
Opus 5.5 $0.00026 $0.01101
Sonnet 5.5 $0.00013 $0.00551
Haiku 4.5 $0.00006 $0.00275

Measured 1mo ago against content hash 391da3e60958, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

scholar-ideation 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.

optional/skills/scholar-ideation/SKILL.md · 291 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

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 First seen · 291 lines · 65 tokens per session scan A 391da3e60958

Subscribe to this mod's changes

scholar-ideation is a skill published in the GitHub repository catlog22/maestro-flow (566 stars, last pushed yesterday), with no licence file. It adds 65 tokens to every session and 2,753 once invoked, about $0.0003 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 2026-09-03.