idea-explore

idea-explore is a skill for Claude Code, Codex from dongzhuoyao/tao-research-skills. It costs 149 tokens per session (5,717 once invoked), scanned A, original, no licence file.

A research-idea exploration guide that starts from a published paper or method and looks for promising unanswered directions.

In plain words
What is it for?
Use it to propose research topics based on a seed paper, method, official repository issues, and nearby academic work. A seed paper is the starting publication; a citation cone is the body of work connected to it through citations.
Why use it?
It combines gaps in cited research, complaints in the project’s GitHub issues, and related literature so ideas are grounded in existing evidence.

Skill for Claude CodeCodex

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

Good fit Use it to propose research topics based on a seed paper, method, official repository issues, and nearby academic work. A seed paper is the starting publication; a citation cone is the body of work connected to it through citations.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/dongzhuoyao/tao-research-skills/idea-explore
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 dongzhuoyao/tao-research-skills --skill idea-explore
Clone the repo
git clone --depth 1 https://github.com/dongzhuoyao/tao-research-skills

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 idea-explore

README.md
[![agentmods](https://agentmods.dev/badge/skills/dongzhuoyao/tao-research-skills/idea-explore/github.svg)](https://agentmods.dev/skills/dongzhuoyao/tao-research-skills/idea-explore)
Your own site
<a href="https://agentmods.dev/skills/dongzhuoyao/tao-research-skills/idea-explore"><img src="https://agentmods.dev/badge/skills/dongzhuoyao/tao-research-skills/idea-explore/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 idea-explore

Your own site · 80×15
<a href="https://agentmods.dev/skills/dongzhuoyao/tao-research-skills/idea-explore"><img src="https://agentmods.dev/badge/skills/dongzhuoyao/tao-research-skills/idea-explore.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 149 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,717 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 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 $0.00149 $0.05717
Opus 5 $0.00075 $0.02858
Sonnet 5 $0.00030 $0.01143
Haiku 4.5 $0.00015 $0.00572

Measured 12d ago against content hash 82809db32b40, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

idea-explore scanned grade A 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 12d 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

Resolve the same way `followup-analysis` does — via Semantic Scholar with `curl --noproxy '*' -A "Mozilla/5.0"`, respecting the ≥4s inter-request and ≥90s post-429 waits. If the input is a method name with no paper attac
skills/research/idea-explore/SKILL.md · 392 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

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. 12d ago First seen · 392 lines · 149 tokens per session scan A 82809db32b40

Subscribe to this mod's changes

idea-explore is a skill published in the GitHub repository dongzhuoyao/tao-research-skills (10 stars, last pushed 2mo ago), with no licence file. It adds 149 tokens to every session and 5,717 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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