Is idea-creator safe to install?

No known risky patterns found. The scan covers prompt injection, hidden Unicode, remote code execution and credential access in every text file of the skill. It cannot judge intent, so read any flagged line in context before installing.

How was this score calculated?

Four checks of 25 points each: spec, efficiency, clarity and security. Findings take points off the check they belong to, and any critical finding caps the grade at F. The same scanner runs in your browser at proskills.dev/scan.

Is this report current?

It was made from commit 43a5daf on 2026-10-19. If the skill has changed since, paste the new version into the scanner for a fresh score.

I wrote this skill. Can I fix the score or have the page removed?

Fix the findings and push. The reports are rebuilt from GitHub on a schedule, so the next run picks the change up. To have the page removed, open an issue on the ProSkills GitHub repo.

Scan reports · wanshuiyin/Auto-claude-code-research-in-sleep

idea-creator: scan report

Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions. An automated scan of this public skill from wanshuiyin/Auto-claude-code-research-in-sleep: security, token cost, spec and clarity, with every finding and its fix.

Result

Verdict

idea-creator

56/100 · grade F

wanshuiyin/Auto-claude-code-research-in-sleep/skills/idea-creator at 43a5daf

Spec 0 · Efficiency 6 · Clarity 25 · Security 25 (each out of 25)

Always loaded 58 tokens · on trigger 8,509 · on demand 0

eff/body-tokens warn · SKILL.md~8509 tokens load every time this triggers. Aim for under 5,000; split into reference files read on demand.
eff/body-lines warn · SKILL.mdSKILL.md body is 605 lines; keep it under 500 and move detail into reference files.
spec/non-portable-keys warn · SKILL.mdNon-spec frontmatter (argument-hint). claude.ai and the Skills API reject the upload; move them under `metadata` or drop them.
spec/broken-ref warn · SKILL.md:10References ../shared-references/reviewer-backends.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:38References shared-references/reviewer-routing.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:81References ../research-wiki/SKILL.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:172References query_pack.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:401References idea-stage/codex_triage_bundle.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:565References ../shared-references/output-composition.md, which isn't in the skill folder.

Where it comes from

Source

Fact	Value
Repository	wanshuiyin/Auto-claude-code-research-in-sleep
Skill folder	skills/idea-creator
Stars	17,701
License	MIT
Commit scanned	43a5daf
Scanned	2026-10-19
Files	1

ProSkills doesn't host or redistribute this skill. Get it from its repository, and check the license before reusing it. Something wrong here? Open an issue for a rescan or removal.

For maintainers

Badge for the README

If you maintain this skill, this badge shows its score and links to this report. Fix findings and the score moves with the next scan.

[![ProSkills scan 56/100](https://proskills.dev/badge?score=56)](https://proskills.dev/reports/wanshuiyin-idea-creator)

Alternatives

Scanned alternatives on ProSkills

Skills in the ProSkills catalog that cover similar ground. Every one passes the same scanner before it ships.

Same repository

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FAQ

Questions

Is idea-creator safe to install?: No known risky patterns found. The scan covers prompt injection, hidden Unicode, remote code execution and credential access in every text file of the skill. It cannot judge intent, so read any flagged line in context before installing.
How was this score calculated?: Four checks of 25 points each: spec, efficiency, clarity and security. Findings take points off the check they belong to, and any critical finding caps the grade at F. The same scanner runs in your browser at proskills.dev/scan.
Is this report current?: It was made from commit 43a5daf on 2026-10-19. If the skill has changed since, paste the new version into the scanner for a fresh score.
I wrote this skill. Can I fix the score or have the page removed?: Fix the findings and push. The reports are rebuilt from GitHub on a schedule, so the next run picks the change up. To have the page removed, open an issue on the ProSkills GitHub repo.

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