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 cfn-agent-spawning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 | cfn-agent-spawning |
| description | Agent process spawning with provider configuration and execution |
| version | 1.0.0 |
| tags | ["agent-spawning","process-management","execution"] |
| status | production |
Parent Skill: cfn-agent-lifecycle Purpose: Spawn agent processes with proper environment and provider configuration
spawn-agent.sh - Primary agent spawning scriptspawn-worker.sh - Worker process spawningspawn-agent-wrapper.sh - Wrapper for standardized spawningspawn-templates.sh - Template-based spawningexecute-agent.sh - Agent execution handlerget-agent-provider-env.sh - Provider environment configurationparse-agent-provider.sh - Provider parsing utilitiescheck-dependencies.sh - Dependency validation# Spawn an agent
./.claude/skills/cfn-agent-lifecycle/lib/spawning/spawn-agent.sh \
--agent-type backend-dev \
--task-id "task-123" \
--provider kimi
# Execute agent directly
./.claude/skills/cfn-agent-lifecycle/lib/spawning/execute-agent.sh \
--agent-id "agent-123" \
--task "implement feature"