aios-interception-runtimelisted

<!-- 中文注释：统一的 token 压缩与拦截运行时。输出压缩、输入压缩、数据面拦截三合一。 --> # AIOS Interception Runtime AIOS 的原生 token 优化层，覆盖三个层面：**输出压缩**（agent 写什么）、**输入压缩**（agent 读什么）、**数据面拦截**（自动截获和压缩）。 不安装 RTK、Caveman 或任何竞品。RTK/Caveman 仅作为 prior art 参考。 ## Always Read 1. references/runtime-contract.md ## 一、输出压缩 (Output Compression) 压缩回答，不压缩真相。 - Default level: `tight` - Switch command: `/compress tight|ultra|precise|off` - User overrides win: `precise mode`、`stop compress`、或任何要求更多细节的请求会禁用当前响应的压缩 ### Levels | Level | Output shape | Use for | |-------|--------------|---------| | `tight` | Short sentences, fragments ok, no filler | Normal analysis, code work, status updates | | `ultra` | One-liners, `A -> B` notation, only evidence/next action | Harness logs, heartbeat updates, checkpoint summaries | | `precise` | Full explicit wording, no compression | Browser actions, irreversible operations, safety/security warnings | ### Rules - Drop filler: pleasantries, hedging, repeated setup, generic summaries - Keep exact: commands, code, errors, file paths, URLs, API names, selectors, dates, numbers - Prefer: `changed X in path. verified with command. next Y.` - Do not compress quoted user text, legal/security warnings, or step sequences where order matters ### Auto-Precise Guard Use `precise` for: - Browser operation instructions (`page.click`, `page.type`, `page.goto`, selector choice) - Auth, payment, deletion, publishing, external network, or irreversible actions - User confusion, contradiction, or repeat