一套轻量级、新手友好的超级技能(Superpowers)配置,专为 Codex CLI 和 GPT-5.6 系列优化,提示词字数减少了 85.5%。

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最近更新

2026-07-15

AI 仓库情报摘要
FR-AI / ANALYSIS

为什么值得关注

在保留核心工程规范的同时,将运行时技能文件从 18,516 字压缩至 2,691 字,并利用 Codex CLI 原生能力实现自适应路由,显著降低日常开发中的协调开销。

适合谁使用

  • 使用 GPT-5.6 的 Codex CLI 用户
  • 希望获得更精简超级技能替代方案的开发者
  • 需要结构化但低开销的 AI 辅助编码流程的团队
  • 寻找安全引导式实现循环的新手

典型使用场景

  • 加速日常代码生成与重构,减少令牌浪费
  • 引导新手开发者进入有评审、有纪律的开发流程
  • 降低 Codex CLI 对话中的延迟,避免强制性繁重流程
  • 针对 Codex Ultra 原生子代理委派和规划进行提示词优化

项目优势

  • 运行时技能文件字数相比上游减少 85.5%(2,691 vs 18,516 字)
  • 始终在线的轻量路由强制执行核心实现循环,无需不必要的流程链
  • 按比例严格:额外防护仅根据风险触发,而非默认强制
  • 与 Codex CLI 的原生规划、审批和共享工作区语义集成

使用前须知

  • 专为使用 GPT-5.6 系列的 Codex CLI 设计,未在其他环境下测试
  • 安装需要 Git、符号链接及手动步骤(或通过 AI 辅助安装技能)
  • 拒绝覆盖已有技能,可能需要手动解决冲突

README 快速开始

Superpowers for GPT-5.6

A lean, newcomer-safe Superpowers profile built specifically for Codex CLI.

繁體中文 · English Guide · 繁體中文指南 · Browse Skills

This repository is a Codex-native edition of obra/superpowers, tailored for the GPT-5.6 family.

We reviewed and optimized all 13 Superpowers skills for GPT-5.6 against OpenAI's official prompting guidance for GPT-5.6. The resulting prompt stack keeps outcomes, constraints, evidence, completion criteria, approval boundaries, and validation explicit while removing unnecessary process overhead.

Current measured profile

MetricCurrent value
Runtime skills13
Runtime SKILL.md words2,691
Always-on using-superpowers router179 words
On-demand support Markdown1,655 words
Skill description metadata2,165 characters
Pinned upstream SKILL.md words18,516
Runtime-word reduction85.5%

Measured on 2026-07-15 with the repository context-budget validator and wc -w; the upstream baseline remains pinned to commit d884ae0.

Install and quick start

This repository contains a bundle of 13 skills. Install each directory directly under skills/superpowers as a separate skill; the parent directory is not itself a skill.

Install manually

The following setup works in macOS, Linux, WSL, and Git Bash. It keeps the clone outside the discovery directory, then symlinks each skill into the Codex user skills directory:

set -eu

repo="$HOME/.agents/superpowers-gpt-5.6"
skills_dir="$HOME/.agents/skills"

git clone --depth 1 https://github.com/eagleagentic/superpowers-gpt-5.6.git "$repo"
mkdir -p "$skills_dir"

for skill in "$repo"/skills/superpowers/*; do
  [ -f "$skill/SKILL.md" ] || continue
  target="$skills_dir/$(basename "$skill")"
  if [ -e "$target" ] || [ -L "$target" ]; then
    echo "Refusing to overwrite existing skill: $target" >&2
    exit 1
  fi
done

for skill in "$repo"/skills/superpowers/*; do
  [ -f "$skill/SKILL.md" ] || continue
  ln -s "$skill" "$skills_dir/$(basename "$skill")"
done

The preflight check stops before cr

项目描述

Superpowers for GPT-5.6 Sol, 80.5% leaner. Target to more token-efficient use of GPT-5.6 Sol.

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