gstack-autoplan
GStack autoplan method for running a broad CEO, design, engineering, and developer-experience review before opening implementation windows.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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GStack autoplan method for running a broad CEO, design, engineering, and developer-experience review before opening implementation windows.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Route CEO-first multi-window work into owner-led role loops. Use for 总控/CEO、架构/CTO、内容主编、角色派发与复用、模型路由、来源窗口回调、role-windows 台账、skill 命中统计或 multi-window loop engineering。
Audit and optimize a skill system with evidence. Use for skill architecture, token or context waste, role and prompt boundaries, routing hits or misfires, plugin packaging, registry/docs/source drift, duplicate workflows, or deciding whether a reusable change belongs in a skill. Runs deterministic checks first and applies only authorized, minimal fixes.
用打分、盲预测、发布后复盘和 rubric 进化校准内容判断。适用于视频、文章、播客等可量化内容;触发词包括初始化、打分、预测、发布、复盘、推荐选题、抓热点、状态、找对标。首次使用先运行 cheat-init。
为最终稿创建不可变盲预测日志,并在已有预测时追加新版本。通过 cheat-score-blind 做隔离评分,再由主窗口复核落盘。触发词包括启动预测、start prediction、打分并预测、写预测日志。
提议并执行 rubric 或 bucket 升级。两种模式:**完整 rubric bump**(最高风险动作,5 步强制 + 跨模型审核)和 **--bucket-only 轻量重校**(只换 bucket 边界,不动 rubric 公式)。**Phase 2 强制走 cheat-score-blind sub-agent 给校准池重打分**——不接受 self-scored fallback。触发词:"升级 rubric"/"bump rubric"/"更新公式"/"我想加一个维度"/"调整权重"/"重校桶"/"recalibrate bucket"。
cheat-on-content 的首次 onboarding 与脚手架创建器。统一流程——所有用户都走相同 5 阶段闭环,唯一区别是"发过视频的人"会在 init 时多一步:抓取已有视频建立历史 context(用于后续 cheat-seed 给更贴合的选题、更准的 baseline)。触发词:"初始化"/"init"/"首次使用"/"我是新用户"/"setup cheat-on-content"。**必须在用户第一次会话执行;其他子 skill 在 .cheat-state.json 不存在时自动路由到此。**
| name | gstack-autoplan |
| description | GStack autoplan method for running a broad CEO, design, engineering, and developer-experience review before opening implementation windows. |
This is a Codex role-system adapter for Garry Tan's gstack gstack-autoplan method.
Use this when:
$gstack-autoplan.../gstack/references/methodology.md if you need the shared method map, then use the section named Architecture And Product Methods.CLAUDE.md, .claude/, .agents/, or upstream routing files unless the user explicitly asks for upstream gstack installation work.QA versus 测试 split: formal test cases/reports belong to 测试 and $test-case-report-builder.