Publisher · GitHub organization

ganyuanran

github.com/ganyuanran ↗Last audit 18 Oct 2026

ganyuanran publishes 21 agent skills on the atlas: 20 SAFE, 1 CAUTION, 0 BLOCK, with a mean score of 88/100. Every listing below is audited on its own.
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Cite this page

ModelsAtlas. “ganyuanran: skills and MCP servers”. Retrieved 18 Oct 2026. https://modelsatlas.com/orgs/ganyuanran
Listings
21

0 MCP servers · 21 skills

Mean score
88 / 100

mean of the audit scores

Findings
18

across all listings

Stars
28K

on the listed repositories

✓SAFE 20!CAUTION 1✕BLOCK 0

Everything ganyuanran publishes here

Most stars first · stamps show the audited version

BrainstormingGanyuanRan/Aegis
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Communicating ConciselyGanyuanRan/Aegis
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Executing PlansGanyuanRan/Aegis
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
First Principles ReviewGanyuanRan/Aegis
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Goal FramingGanyuanRan/Aegis
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Long Task ContinuationGanyuanRan/Aegis
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Receiving Code ReviewGanyuanRan/Aegis
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Requesting Code ReviewGanyuanRan/Aegis
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Systematic DebuggingGanyuanRan/Aegis
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Test Driven DevelopmentGanyuanRan/Aegis
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Using AegisGanyuanRan/Aegis
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Using Git WorktreesGanyuanRan/Aegis
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Writing PlansGanyuanRan/Aegis
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
Writing SkillsGanyuanRan/Aegis
Skill ★ 1.4K
✓SAFEB · 89 · 18 Oct 2026
AegisGanyuanRan/Aegis
Skill ★ 1.3K
!CAUTIONC · 76 · 9 Oct 2026

Questions

Are ganyuanran's skills safe to install?
Of 21 listings, 20 are SAFE, 1 CAUTION and 0 BLOCK, with a mean score of 88 out of 100. That is an average over separate audits: check each listing's own stamp before installing.
What does this page tell me about ganyuanran?
It collects every skill and MCP server on the atlas whose source lives under github.com/ganyuanran, with each one's verdict. It says nothing about who runs the organisation, and publisher identity is not verified here.
Can a publisher change its verdicts?
No. Each verdict comes from reading the source at a named commit. If a finding is wrong, report it with your reasoning on the listing's page and it is re-audited; the correction is public.

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Opens with this page as the source. We add nothing else to the prompt.