用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt;运行前请先检查来源。
npx skills add https://github.com/majiayu000/claude-skill-registry --skill attractor命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地?可下载 SkillsMP 当前能够提供的文件。
LLM token logprobs and calibration. Per-decision confidence, ECE, Brier, reliability diagrams, low-confidence triage.
Analyze LLM token logprobs and calibration. Use for per-decision confidence, ECE, Brier scores, reliability diagrams, and low-confidence triage.
回顾最近 N 天的 Claude Code 使用记录——扫描原始会话数据,按主题分组汇总"我都做了什么",并从个人操作系统视角输出模式、风险与增删建议。当用户说 /recap、"看看我这几天做了什么"、"回顾一下我最近的会话"、"这两天我用 claude 干了啥"、"活动回顾" 时使用。
基于 SOC 职业分类
正在显示 SKILL.md
| name | attractor |
| description | Invariant set attracting nearby trajectories |
| version | 1.0.0 |
Trit: 1 (PLUS) Domain: Dynamical Systems Theory Principle: Invariant set attracting nearby trajectories
Attractor is a fundamental concept in dynamical systems theory, providing tools for understanding the qualitative behavior of differential equations and flows on manifolds.
ATTRACTOR: Phase space × Time → Phase space
This skill participates in triadic composition:
using AlgebraicDynamics
# Attractor as compositional dynamical system
# Implements oapply for resource-sharing machines
Skill Name: attractor Type: Dynamical Systems / Attractor Trit: 1 (PLUS) GF(3): Conserved in triplet composition
Condition: μ(n) ≠ 0 (Möbius squarefree)
This skill is qualified for non-backtracking geodesic traversal:
Geodesic Invariant:
∀ path P: backtrack(P) = ∅ ⟹ μ(|P|) ≠ 0
Möbius Inversion:
f(n) = Σ_{d|n} g(d) ⟹ g(n) = Σ_{d|n} μ(n/d) f(d)
This skill connects to Software Design for Flexibility (Hanson & Sussman, 2021):
Concepts: redundancy, fallback, multiple strategies, robustness
attractor (+) + SDF.Ch8 (−) + [balancer] (○) = 0
Skill Trit: 1 (PLUS - generation)
Degeneracy provides fallbacks. This skill offers redundant strategies.