npx skills add https://github.com/codingheader/myskills --skill planning-with-files像 Manus 一样工作:使用持久的 Markdown 文件作为你的"磁盘工作记忆"。
Context Window = RAM (易失,有限)
Filesystem = Disk (持久,无限)
→ 任何重要的内容都要写入磁盘。
在进行任何复杂任务之前,创建以下三个文件:
起始模板请参见 references/ 目录。
| 文件 | 用途 | 何时更新 |
|---|---|---|
task_plan.md | 阶段、进度、决策 | 每个阶段之后 |
findings.md | 研究、发现 | 发现之后 |
Work like Manus: Use persistent markdown files as your "working memory on disk."
Context Window = RAM (volatile, limited)
Filesystem = Disk (persistent, unlimited)
→ Anything important gets written to disk.
Before ANY complex task, create these three files:
See references/ for starting templates.
| File | Purpose | When to Update |
|---|---|---|
task_plan.md | Phases, progress, decisions | After each phase |
findings.md |
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progress.md | 会话日志、测试结果 | 整个会话期间 |
没有 task_plan.md 绝不开始复杂任务。没有商量余地。
"每进行 2 次查看/浏览/搜索操作后,立即将关键发现保存到文本文件中。"
这可以防止视觉/多模态信息丢失。
在做出重大决策之前,阅读计划文件。这能让目标保持在你的注意力窗口中。
完成任何阶段后:
in_progress → complete每个错误都要记录在计划文件中。这有助于积累知识并防止重复犯错。
if action_failed:
next_action != same_action
跟踪你尝试过的内容。改变方法。
ATTEMPT 1: 诊断与修复
→ 仔细阅读错误
→ 识别根本原因
→ 应用针对性修复
ATTEMPT 2: 替代方法
→ 同样的错误?尝试不同的方法
→ 不同的工具?不同的库?
→ **绝不**重复完全相同的失败操作
ATTEMPT 3: 重新全面思考
→ 质疑假设
→ 搜索解决方案
→ 考虑更新计划
AFTER 3 FAILURES: 上报给用户
→ 解释你尝试了什么
→ 分享具体的错误
→ 请求指导
适用于:
不适用于:
| 不要 | 应该这样做 |
|---|---|
| 陈述目标后就忘记 | 决策前重新阅读计划 |
| 隐藏错误并默默重试 | 将错误记录到计划文件 |
| 把所有东西塞进上下文 | 将大内容存储在文件中 |
| 立即开始执行 | 首先创建计划文件 |
| 重复失败的操作 | 跟踪尝试,改变方法 |
这种模式是 Manus 在 8 个月内从发布到被 20 亿美元收购的原因。
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| Research, discoveries |
| After ANY discovery |
progress.md | Session log, test results | Throughout session |
Never start a complex task without task_plan.md. Non-negotiable.
"After every 2 view/browser/search operations, IMMEDIATELY save key findings to text files."
This prevents visual/multimodal information from being lost.
Before major decisions, read the plan file. This keeps goals in your attention window.
After completing any phase:
in_progress → completeEvery error goes in the plan file. This builds knowledge and prevents repetition.
if action_failed:
next_action != same_action
Track what you tried. Mutate the approach.
ATTEMPT 1: Diagnose & Fix
→ Read error carefully
→ Identify root cause
→ Apply targeted fix
ATTEMPT 2: Alternative Approach
→ Same error? Try different method
→ Different tool? Different library?
→ NEVER repeat exact same failing action
ATTEMPT 3: Broader Rethink
→ Question assumptions
→ Search for solutions
→ Consider updating the plan
AFTER 3 FAILURES: Escalate to User
→ Explain what you tried
→ Share the specific error
→ Ask for guidance
Use for:
Skip for:
| Don't | Do Instead |
|---|---|
| State goals once and forget | Re-read plan before decisions |
| Hide errors and retry silently | Log errors to plan file |
| Stuff everything in context | Store large content in files |
| Start executing immediately | Create plan file FIRST |
| Repeat failed actions | Track attempts, mutate approach |
This pattern is why Manus went from launch to $2B acquisition in 8 months.
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