From devpace
Automatically extracts experience patterns from CR merges, gate failures, rejections into .devpace/metrics/insights.md. Manual subcommands: note, list, stats, export, prune for knowledge management.
npx claudepluginhub arch-team/devpace --plugin devpaceThis skill is limited to using the following tools:
devpace 的学习引擎。双模式运行：
Searches, retrieves, and installs Agent Skills from prompts.chat registry using MCP tools like search_skills and get_skill. Activates for finding skills, browsing catalogs, or extending Claude.
Searches prompts.chat for AI prompt templates by keyword or category, retrieves by ID with variable handling, and improves prompts via AI. Use for discovering or enhancing prompts.
Checks Next.js compilation errors using a running Turbopack dev server after code edits. Fixes actionable issues before reporting complete. Replaces `next build`.
devpace 的学习引擎。双模式运行：
.devpace/metrics/insights.md重要：根据触发方式（自动/手动）和子命令，仅读取路由表中对应的 procedures 文件，不加载其他 procedures。
| 子命令 | 说明 | 详见 |
|---|---|---|
| （无参数/自动触发） | 事件驱动的自动学习 | 本文件"自动模式流程" + skills/pace-learn/learn-procedures.md |
note <描述> | 手动沉淀探索中的有价值经验 | skills/pace-learn/learn-procedures-query.md §1 |
list [--type TYPE] [--tag TAG] [--confidence MIN] | 按条件筛选 pattern | skills/pace-learn/learn-procedures-query.md §2 |
stats | 知识库统计概览 | skills/pace-learn/learn-procedures-query.md §3 |
export [--path FILE] | 导出可复用经验 | skills/pace-learn/learn-procedures-query.md §4 |
prune [--dry-run] [--decay-only] | 清理低置信度/过期条目 | skills/pace-learn/learn-procedures-query.md §5 |
| 触发事件 | 事件类型 | 学习重点 | 提取目标 |
|---|---|---|---|
| CR merged | merged | 成功模式 | 可复用的检查项、高效的工作路径 |
| Gate fail | gate1_fail / gate2_fail | 失败教训 | 检查项阈值调整、Claude 盲区识别 |
| 人类打回 | rejected | 理解差距 | 意图理解偏差模式、审查标准校准 |
| 挣扎信号 | struggle | 环境缺陷识别 | Skill/procedures/Schema 改进建议 |
触发源由 hooks/post-cr-update.mjs 检测并输出 devpace:learn-trigger 提醒。
重要：自动模式按以下步骤执行，仅读取 skills/pace-learn/learn-procedures.md 中对应 Step，不加载 skills/pace-learn/learn-procedures-query.md。
检查 .devpace/ 是否存在——不存在则静默退出。存在则按触发源确定提取方向（merged→成功 pattern | Gate fail→防御 pattern | rejected→改进 pattern）。
读取 skills/pace-learn/learn-procedures.md Step 2 执行。
读取 skills/pace-learn/learn-procedures.md Step 3 执行。
读取 skills/pace-learn/learn-procedures.md Step 4 执行。
skills/pace-learn/learn-procedures-query.md