build-loop:self-improve

仓库创建 2026年4月7日最近提交 20 天前SkillHot 收录 20 天前

▸ 精选理由

自动化识别改进点并起草实验，适合持续演进的系统研发线。

▸ 风险提示

可自动生成/草拟新技能或实验，可能需人工审查以防不当部署。

这个 Skill 做什么

扫描近期运行记录，发现模式并自动草拟实验性技能与 A/B 跟踪方案。

扫描最近几次 build-loop 的运行记录，找出重复出问题的模式，然后自动草拟带 A/B 跟踪的实验性技能或 agent 方案，把常见卡点变成可验证的改进试验。通常在 Phase 6（Learn）后自动触发，也可手动用 /build-loop:self-improve 或让它“扫描最近运行”。结果直接给出可做的小规模对比验证建议。

▸ 展开 SKILL.md 英文原文

Use when Phase 6 Learn fires automatically after Report, the user runs `/build-loop:self-improve`, or asks to "scan recent runs" or "improve build-loop". Scans recent runs for recurring patterns, auto-drafts experimental skills/agents with A/B tracking.

Skill 开发管理自我改进模式发现实验草案通用

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安装 / 使用

给你的 Agent 一句话（通用）

帮我安装这个 skill：https://raw.githubusercontent.com/tyroneross/build-loop/main/skills/self-improve/SKILL.md

或 curl 直取 SKILL.md

curl -fsSL "https://raw.githubusercontent.com/tyroneross/build-loop/main/skills/self-improve/SKILL.md"

SKILL.MD 节选查看完整文件 ↗

<!-- SPDX-FileCopyrightText: 2025-2026 Tyrone Ross, Jr <46267523+tyroneross@users.noreply.github.com> | SPDX-License-Identifier: Apache-2.0 -->

# Build-Loop Self-Improvement (Phase 6 Learn)

This skill runs after Review sub-step F (Report) completes, or on demand. It detects recurring patterns across recent build-loop runs, drafts experimental skills/agents to address them, and notifies the user for keep/remove decisions.

**Principle:** auto-draft, notify, experiment, decide based on evidence. User can always remove. A/B comparison is small and focused — one metric, short sample, clear decision rule.

## When This Skill Runs

- Automatically at end of every build-loop run (Phase 6 Learn, a

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