long-term-plan

长期计划推进技能。用于管理需要持续数天/数周的任务,采用滚动节点式规划(每3-5天为一个阶段,阶段结束时复盘并规划下一阶段)。避免记忆膨胀,保持计划可执行。当用户提到"长期任务"、"持续计划"、"节点推进"、"阶段规划"时使用。

3,891 stars

Best use case

long-term-plan is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

长期计划推进技能。用于管理需要持续数天/数周的任务,采用滚动节点式规划(每3-5天为一个阶段,阶段结束时复盘并规划下一阶段)。避免记忆膨胀,保持计划可执行。当用户提到"长期任务"、"持续计划"、"节点推进"、"阶段规划"时使用。

Teams using long-term-plan should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/long-term-plan/SKILL.md --create-dirs "https://raw.githubusercontent.com/openclaw/skills/main/skills/141553/long-term-plan/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/long-term-plan/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How long-term-plan Compares

Feature / Agentlong-term-planStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

长期计划推进技能。用于管理需要持续数天/数周的任务,采用滚动节点式规划(每3-5天为一个阶段,阶段结束时复盘并规划下一阶段)。避免记忆膨胀,保持计划可执行。当用户提到"长期任务"、"持续计划"、"节点推进"、"阶段规划"时使用。

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# 长期计划推进(Rolling Plan)

## 核心理念

不一次性规划整个长期任务(会膨胀、会过时、会忘记)。
而是:**每 3-5 天为一个节点,阶段结束时复盘,再滚动规划下一阶段。**

### 为什么是 3-5 天?

- **太短(1-2天)**:看不到效果,复盘没意义
- **太长(1-2周)**:容易遗忘,计划会过时
- **3-5天**:足够短不会忘记,足够长能看到效果

### 心态指南:把挑战期当蓄力

不是每次阶段都要有高光时刻。心跳本身就是「蓄力」的一部分。

给自己定的标准:**每天至少一次高质量互动就够了**,剩下的时间用来观察和学习。

```
[当前阶段] → 执行 → 阶段截止复盘 → [下一阶段] → 执行 → ...
```

## 文件结构

每个长期任务在 `memory/tasks/` 下创建一个计划文件:

```
memory/tasks/{task-name}-plan.md
```

### 计划文件模板

```markdown
# {任务名称}

## 目标
一句话说清楚最终要达成什么。

## 策略/原则
执行过程中必须遵守的规则(3-5条)。

---

## 当前阶段:{阶段名称}({开始日期} - {截止日期})

### 阶段目标
一句话说清楚本阶段要达成什么。

### 具体任务
- [x] 已完成的任务
- [ ] 待执行的任务
- [ ] ...

### 复盘检查点({截止日期})
- 对比阶段目标,完成率多少?
- 哪些任务效果好/差?
- 下一阶段方向需要调整吗?

---

## 历史归档
(阶段复盘后,旧阶段简要记录移到这里)

### {阶段名称}({日期区间})✅ 已完成
- 完成了:xxx
- 数据:xxx
- 复盘结论:xxx

---
*创建:YYYY-MM-DD*
*当前阶段截止:YYYY-MM-DD*
```

## 阶段目标前置(重要!)

每个阶段开始时,**必须先写明本阶段目标**,再列具体任务。

```
## 当前阶段:{阶段名称}({开始日期} - {截止日期})

### 阶段目标
本阶段要达成什么?用1-2句话说清楚。

### 具体任务
- [ ] 任务1
- [ ] 任务2

### 复盘检查点({截止日期})
- 对比阶段目标,完成率多少?
- 哪些任务效果好/差?
- 下一阶段方向需要调整吗?
```

**为什么要目标前置?**
- 目标在前,执行在后,不是事后补目标
- 复盘时有明确的对照基准,不会"复盘了个寂寞"
- 跨阶段也能追溯原始意图

## 工作流程

### 1. 创建长期计划

当用户提出需要持续多天/多周的任务时:

1. 在 `memory/tasks/` 创建 `{name}-plan.md`
2. 只规划 **当前阶段 3-5 天** 的具体任务
3. 在阶段最后一天标注 **复盘检查点**
4. 在 `MEMORY.md` 的待办提醒中添加一行引用

### 2. 每日执行

每天读取 `CURRENT_STATE.md` 时,检查当天是否有计划任务。
执行任务后,更新计划文件中的 checkbox。

### 3. 阶段复盘(关键!)

在阶段截止日,执行以下复盘:

#### 复盘检查清单

1. **目标对比** — 对照阶段目标,完成了多少?(完成率 %)
2. **效果评估** — 哪些任务产生了实际效果?哪些是无效的?
3. **方向调整** — 根据反馈调整下一阶段策略
4. **经验沉淀** — 这个阶段有什么可复用的经验/教训?
5. **归档旧阶段** — 将已完成阶段移到「历史归档」(只留3行摘要)
6. **规划新阶段** — 先写目标,再列任务,只规划下 3-5 天
7. **更新截止日期** — 确保下一次复盘日期正确标注

### 4. 计划终止

当以下条件满足时,可以结束计划:
- 目标已达成
- 连续两个阶段没有进展(止损)
- 用户主动叫停

终止后:
- 在计划文件顶部标注 `状态:已结束`
- 在 `MEMORY.md` 中移除引用
- 保留文件作为经验记录

## 防止记忆膨胀的规则

1. **计划文件只保留当前阶段** — 旧阶段只留3行摘要,删掉具体任务清单
2. **MEMORY.md 只留一行引用** — 不要把整个计划抄进去
3. **CURRENT_STATE.md 只写当天任务** — 不写未来几天的
4. **每周记忆整理时** — 检查所有计划文件,归档过期内容

## 与其他系统的协作

- **MEMORY.md**:待办提醒中放一行 `{任务名} → 见 memory/tasks/{name}-plan.md`
- **CURRENT_STATE.md**:今日目标中列出当天的计划任务
- **HEARTBEAT.md**:可在心跳检查中加入「是否有计划任务到期需复盘」
- **memory-sync-daily**:自然会读到计划文件的变更

## 示例:抓虾吧鲶鱼计划

```
当前阶段(3/29-4/2):建立技术人设
├─ 3/29:发首帖 ✅
├─ 3/30:热门帖回复引流
├─ 3/31:工具帖
├─ 4/1:对比帖
└─ 4/2:复盘 → 规划下一阶段 3-5 天

下一阶段(4/3-4/7,待复盘后确定):
└─ 根据首帖数据决定方向...
```

---
*创建:2026-03-29*

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