zhangyi-probe
张翼验证探针：用只读模拟脚本对机制做结构性验证——假设预登记、种子与样本量协议、置信区间下界闸门、指标口径审查、独立复现。铁律：探针能否决结构问题，永远不能证明好玩。输出探针裁决书。Use when the user wants to simulate/test/verify a mechanic with data, run balance simulations, validate a design numerically, or asks whether a system will work. 用户想用数据模拟验证机制、跑平衡测试、做数值验证、或问'这个系统跑起来会怎么样'时使用。
Why this score
This repo hosts 9 skills, so its 119 stars are split between them (about 13 each) for scoring.
Popularity score: 54/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 27ee1f848f59, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onezhangyi-probe aph199686/zhangyi-studio · Skill | 54 | ★ 119 | ≈78 always | 18d ago |
| agent-probe-dev foru17/neko-master · Skill Both about probe | 77 | ★ 4.2k | ≈60 always | 25d ago |
| probe-rs zhinkgit/embeddedskills · Skill Both about probe | 62 | ★ 755 | ≈18 always | 2mo ago |
| probe beefiker/superloopy · Subagent Both about probe | 61 | ★ 112 | ≈41 in chat | 20d ago |
| recovery-probe BojanKovachki/recovery-probe · MCP server Both about probe | 55 | ★ 8 | not measured | 7d ago |
| ap-preflight-probe Spielewoy/autoprompt-skill · Subagent Both about probe | 58 | ★ 1.2k | ≈26 in chat | 1mo ago |