auto-decision-capture

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

降低手动记录负担，让决策持续被追踪与复用

▸ 风险提示

自动记录决策可能泄露敏感策略或信息

这个 Skill 做什么

会话中自动检测并记录关键决策，写入项目记忆/日志

在会话中主动识别并把有实质意义的决策记到项目记忆/日志里，按信号分类、置信度阶梯和覆盖规则提取 SPO 三元组、按照 MADR 风格组织条目并做批量合并。适合用户确认方案、做出约束或显性选择时自动触发，省去手动记录的麻烦。特点是主动且结构化，保证关键决策不丢且可审计。

▸ 展开 SKILL.md 英文原文

Project-scoped skill for proactive in-session decision capture. Provides Claude the signal taxonomy, confidence ladder, overwrite rules, and the three extraction prompts (SPO triplet / MADR-aligned / batch consolidation) so substantive decisions land in build-loop-memory without manual triggering. Use when the user makes a substantive choice, confirms a proposal, or implies a constraint with textual evidence.

自动化集成决策捕获项目记忆自动化Claude Code

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安装 / 使用

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

或 curl 直取 SKILL.md

curl -fsSL "https://raw.githubusercontent.com/tyroneross/build-loop/main/skills/auto-decision-capture/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 -->

# auto-decision-capture — proactive decision capture during sessions

This skill makes Claude an active participant in maintaining the project's
decision log. The user does not have to remember to write decisions, and
does not have to invoke a slash command. When evidence is in the
conversation, Claude writes; when evidence is weak, the end-of-session
Stop hook batches inferences for review.

## Core principle: signal-based, NOT turn-counted

There is no "wait N turns" rule. The threshold is **"is there textual
evidence?"**, not "have we waited long

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