Is experiment-bridge 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

experiment-bridge: scan report

Workflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says \"实现实验\", \"implement experiments\",… 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

experiment-bridge

72/100 · grade C

wanshuiyin/Auto-claude-code-research-in-sleep/skills/experiment-bridge at 43a5daf

Spec 0 · Efficiency 22 · Clarity 25 · Security 25 (each out of 25)

Always loaded 80 tokens · on trigger 4,681 · on demand 0

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:41References idea-stage/IDEA_CANDIDATES.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:41References idea-stage/IDEA_REPORT.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:41References EXPERIMENT_LOG.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:61References EXPERIMENT_PLAN.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:206References shared-references/review-tracing.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:223References shared-references/external-cadence.md, which isn't in the skill folder.
spec/broken-ref warn · SKILL.md:249References skills/experiment-queue/SKILL.md, which isn't in the skill folder.
eff/no-disclosure info · SKILL.md~4681 tokens in one file. Long tables, examples or catalogues belong in reference files.

Where it comes from

Source

Fact	Value
Repository	wanshuiyin/Auto-claude-code-research-in-sleep
Skill folder	skills/experiment-bridge
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 72/100](https://proskills.dev/badge?score=72)](https://proskills.dev/reports/wanshuiyin-experiment-bridge)

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FAQ

Questions

Is experiment-bridge 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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