Home / Skills / paranoia-ai-system-evolver
paranoia-ai-system-evolver
DY-2026/GameDesignOSSkill
用于升级 AI 系统、agent workflow、Codex skill、prompt、memory、RAG、tool routing、schema、eval set 或 feedback loop；也用于把 AI 工作单从指令单升级为意图单，并对研究、检索、测试和 AI 对话做 VOI 决策门审计。需要 Intent Work Order、WOOP 任务准入、决策对象、VOI/EVPI/EVSI、UL（Uncertainty Ladder，不确定性阶梯）、OODA、eval、Human Gate、versioning 与 rollback 的受控演化时使用。Use when controlled AI system evolution or a decision-oriented information audit is needed.
Why this score
This repo hosts 7 skills, so its 429 stars are split between them (about 61 each) for scoring.
Popularity score: 58/100 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 ada4bf9e60c2, 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 oneparanoia-ai-system-evolver DY-2026/GameDesignOS · Skill | 58 | ★ 429 | ≈101 always | 3mo ago |
| app-evolver daymade/claude-code-skills · Skill Both about evolver | 71 | ★ 1.5k | ≈22 always | 16d ago |
| capability-evolver EvoMap/evolver · Skill Both about evolver and evolution | 87 | ★ 8.7k | ≈51 always | 19d ago |
| harness-evolver raphaelchristi/harness-evolver · Plugin Both about evolver and needed | 49 | ★ 57 | not measured | 7mo ago |