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Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
在回答之前先读取仓库的实时状态，引导用户了解 ECC 当前的 agents、skills、命令、hooks、规则、安装配置档案以及项目接入流程。
当用户希望通过并行工作、并发 agents、批量工具调用、隔离 worktree 或多条独立验证通道来大幅加速任务、同时不损失正确性时使用。
Garbage collection for your Claude Code configuration. Periodically scans ~/.claude (skills, memory, hooks, permissions, MCP servers, caches) for redundant, stale, orphaned, or low-value items, then walks the user through a confirm-each-deletion cleanup. Use when the user says "clean up my config", "config GC", "too many skills", "audit my setup", "my .claude is bloated", or asks for a periodic config review.
Fact-forcing gate that blocks Edit/Write/Bash (including MultiEdit) and demands concrete investigation (importers, data schemas, user instruction) before allowing the action. Measurably improves output quality by +2.25 points vs ungated agents.
| name | ai-first-engineering |
| description | 团队中人工智能代理生成大部分实施输出的工程运营模型。 |
| origin | ECC |
在为由人工智能辅助代码生成的团队设计流程、评审和架构时，使用此技能。
优先选择对智能体友好的架构：
避免隐含的行为分散在隐藏的惯例中。
评审关注：
尽量减少花在已由自动化覆盖的风格问题上的时间。
强大的人工智能优先工程师：
提高生成代码的测试标准：