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在 OpenClaw 中安装
/install goal-chunking-helper
功能描述
Helps break a big goal into clear milestones, next actions, dependencies, and a review checkpoint for actionable progress and reduced overwhelm.
使用说明 (SKILL.md)
Goal Chunking Helper / 目标拆解帮手
Use this skill when a user has a meaningful goal but cannot see the next concrete move.
What it helps with
- Turning a large outcome into a smaller, usable path
- Breaking the goal into milestones, phases, or sub-results
- Separating planning actions from execution actions
- Surfacing dependencies before they turn into delays
- Ending with the next three executable steps and a review checkpoint
Workflow
- Define the goal in outcome language and add a deadline or review horizon.
- Reverse-engineer the goal into milestones, phases, or sub-results.
- Identify dependencies, missing resources, and likely blockers.
- Convert the first milestone into very small action units.
- Separate planning work from real execution work.
- End with the next three executable steps and one checkpoint question.
Output format
# Goal Breakdown
## Goal Definition
- Goal:
- Why it matters:
- Time horizon:
## Milestone Ladder
1. ...
2. ...
3. ...
## Next Actions
- Action 1:
- Action 2:
- Action 3:
## Dependencies and Risks
- ...
## Review Checkpoint
- By [date], I will know progress if:
Quality bar
- Every next action starts with a verb and is easy to begin.
- The user can tell what to do today, not just what matters eventually.
- Dependencies are visible before they cause delay.
- The plan reduces overwhelm instead of creating a giant task list.
Limits
- If the goal itself is unclear, the first task may be clarification rather than execution.
- Some goals need nested decomposition, not just one layer of planning.
- Unrealistic timelines should be challenged directly.
- Descriptive planning only, with no project-management software integration.
安全使用建议
This skill appears coherent and low-risk: it runs locally, parses the bundled SKILL.md, and formats a goal breakdown without network access or credential use. If you want extra assurance, review the bundled handler.py (it only uses stdlib modules and reads SKILL.md) and the SKILL.md content to confirm the behavior matches your expectations. Be aware the skill will echo any sensitive text you provide into the generated plan, so avoid pasting secrets or private data into the goal text.
功能分析
Type: OpenClaw Skill
Name: goal-chunking-helper
Version: 1.0.0
The goal-chunking-helper skill is a text-processing tool designed to break down user goals into actionable milestones. The handler.py script performs local string manipulation and keyword matching to generate a structured Markdown response, with no network access, file system modifications (other than reading its own SKILL.md), or execution of untrusted code. The SKILL.md file contains standard instructions for the AI agent without any evidence of prompt injection or malicious directives.
能力评估
Purpose & Capability
Name/description (goal chunking) match the code and SKILL.md: the handler produces milestone/action/dependency suggestions. There are no unrelated requirements (no cloud creds, no extra binaries).
Instruction Scope
SKILL.md restricts itself to decomposing goals and explicitly says no integrations. The runtime handler only reads SKILL.md (local) and the provided inputs; it does not reference system files, environment secrets, or external endpoints.
Install Mechanism
No install spec is provided and the skill is instruction/code-only. Nothing is downloaded or written to unexpected locations.
Credentials
The skill requires no environment variables, credentials, or config paths. The code does not access os.environ for secrets or attempt to load other configuration.
Persistence & Privilege
always is false and the skill does not request permanent presence or modify other skills or system settings. It only reads its own SKILL.md file.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install goal-chunking-helper - 安装完成后,直接呼叫该 Skill 的名称或使用
/goal-chunking-helper触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Goal-chunking-helper 1.0.0 initial release
- Breaks down vague or overwhelming goals into clear milestones, tiny next actions, dependencies, and checkpoints.
- Provides a step-by-step workflow and markdown output format for structured goal planning.
- Helps surface dependencies and risks early to avoid delays.
- Focuses on easy-to-start actions and reducing overwhelm.
- Includes quality guidelines and limits for realistic, actionable plans.
元数据
常见问题
Goal Chunking Helper 是什么?
Helps break a big goal into clear milestones, next actions, dependencies, and a review checkpoint for actionable progress and reduced overwhelm. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 83 次。
如何安装 Goal Chunking Helper?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install goal-chunking-helper」即可一键安装,无需额外配置。
Goal Chunking Helper 是免费的吗?
是的,Goal Chunking Helper 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Goal Chunking Helper 支持哪些平台?
Goal Chunking Helper 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Goal Chunking Helper?
由 haidong(@harrylabsj)开发并维护,当前版本 v1.0.0。
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