aiskillstore/ai-architect-lite
skills/carl-312/ai-architect-lite/SKILL.md
Lightweight playbook distilled from AI Architecture to keep dual-engine memory (.ai_context) and manifest dispatcher with minimal overhead; use when bootstrapping or porting the pattern into Claude Skills format.
$ install --global
skillsauthnpx skillsauth add aiskillstore/marketplace ai-architect-liteInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- name:
- ai-architect-lite
- description:
- Lightweight playbook distilled from AI Architecture to keep dual-engine memory (.ai_context) and manifest dispatcher with minimal overhead; use when bootstrapping or porting the pattern into Claude Skills format.
AI Architect Lite
精简版「AI Architecture」：保留
.ai_context记忆协议与 manifest 驱动调度，服务轻量项目或快速移植场景。
适用场景
- 新建/迁移仓库，希望用最小开销引入
.ai_context+ slash-first 调度。 - 需要统一开发日志格式，但不启用完整 Pro 协议。
- 想把 AI Architect 的初衷以 Claude Skill 形式交付，供其他会话直接加载。
快速上手
- 解析路径：
PROJECT_ROOT= 当前仓库；TOOLKIT_PATH= 本技能所在目录（用于引用资源）。 - 检查
PROJECT_ROOT/.ai_context/03_ACTIVE_TASK.md；缺失则按references/lite-protocol.md模板创建或运行python skills/project-init/entrypoint.py。 - 阅读
03_ACTIVE_TASK.md获取 Current Mission；若存在01/02则作为补充规则加载，不强制解析全部细节。 - 查看
.ai-manifest.json：优先使用commands中的 slash 触发；若无cognitive_skills配置，则保持纯命令模式。
- 新手护栏：若拿不准流程，先快速浏览
references/superpowers-lite.md，按其“迷你 TDD”“快速执行模板”走一遍。 - 仅本技能加载时的默认动作：先输出友好欢迎语，告诉用户你已启用 AI Architect Lite，并给出 3 个可选下一步（如：① 生成迷你计划
python scripts/plan_helper.py ...；② 填写/创建.ai_context/03_ACTIVE_TASK.md；③ 用scripts/append_log.py记录第一次动作）。
工作流程（Loop）
- Dispatcher 次序：Slash > Intent（可选）> 普通对话；未命中技能时按当前任务回答。
- 迷你流程（面向新手）：用 3 步走完——① 写目标/约束/<=5 步计划（可直接在回答里列出，或运行
python scripts/plan_helper.py --goal \"...\" --steps \"...\" --validation \"...\" --out -获取模板）；② 先写“会失败”的验证点（命令或检查点），再动手；③ 完成后按验证点复跑并记录结果。 - 日志写入：优先运行
python scripts/append_log.py --note "..." --action "..." --changes "..." --outcome "..." --next "..."（随技能提供的最小脚本，默认在项目根执行并自动创建.ai_context/03_ACTIVE_TASK.md）。若项目已有通用skills/memory-sync/entrypoint.py，可直接复用；两者都不可用时在03_ACTIVE_TASK.md手动追加四段式记录。 - 范围与安全：仅操作
PROJECT_ROOT；执行前用中文说明修改/命令目的与影响，避免写入密钥。 - 上下文收敛：长文档/规范放入
references/，按需加载；核心指令保持在本文件。
默认问候模板（仅单独加载本技能时使用）
嗨，我是 AI Architect Lite（目前只加载了我）。为了让你轻松上手，我们可以从这三步选一：
1) 想清楚要做什么：用“迷你计划”列出目标、3 步以内的行动、以及如何确认完成（好处：先定方向，少走弯路）。
2) 准备一本“任务笔记”：如果没有 .ai_context/03_ACTIVE_TASK.md，就按 references/lite-protocol.md 的格式建一个，记录当前任务和进展（好处：状态清晰，随时可查）。
3) 留下一条“开工日志”：用 scripts/append_log.py 记下你做的第一步和结果（好处：有迹可循，方便回顾或求助）。
告诉我你的目标，或者直接挑一条开始，我会陪你一步步完成。
资源使用
references/lite-protocol.md：.ai_context最小规范、开发日志模板、slash-first 调度要点。references/superpowers-lite.md：超能力精简卡，涵盖迷你 TDD、系统化调试和透明协作的最小做法。scripts/append_log.py：为新手准备的最小日志脚本，自动建文件并按模板追加；可作为示例扩展。scripts/plan_helper.py：生成目标/约束/步骤/验证的极简计划模板，默认输出到终端，避免额外文件。assets/：保留占位，用于未来模板/示例；当前无需加载到上下文。
示例日志片段
### [2025-11-21 10:00] Action: 初始化 lite 协议
- Changes: 创建 .ai_context/03_ACTIVE_TASK.md；检查 .ai-manifest.json
- Outcome: 完成；未运行测试
- Next: 按当前任务执行并在每步后同步日志
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