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lj22503

Problem Mapper

by lj22503 · GitHub ↗ · v2.0.0 · MIT-0
cross-platform ✓ Security Clean
149
Downloads
0
Stars
1
Active Installs
3
Versions
Install in OpenClaw
/install problem-mapper
Description
[何时使用]当用户需要系统化定义问题、设定成功标准、识别风险时;当用户说"帮我分析这个问题"时;当面临重大决策/战略模糊/复杂情境时;当需要将模糊问题转化为清晰行动时;支持两种模式(多轮对话/问题瀑布)
Usage Guidance
This skill appears coherent and self-contained: it only provides templates and prompt instructions for structured problem analysis and requests no secrets or installs. Before enabling it, consider two practical precautions: (1) confirm whether your agent runtime will grant it Bash/Write permissions — if you don't need file export, disallow Bash/Write to reduce risk; (2) avoid entering highly sensitive personal or corporate secrets into the interactive sessions (career offers, financial account details, proprietary IP), since the skill will produce and may write reports. The ambiguous 'self_improvement: true' flag in the SKILL.md is likely informational; if you need higher assurance, ask the publisher how that flag is used or run the skill in a restricted environment first.
Capability Analysis
Type: OpenClaw Skill Name: problem-mapper Version: 2.0.0 The 'problem-mapper' skill bundle is a structured framework designed for systematic problem diagnosis and strategic planning. It implements two operational modes (Waterfall and Dialogue) through detailed markdown instructions and templates (SKILL.md, waterfall-prompt.md, dialogue-prompt.md). While the skill requests 'Bash', 'Read', and 'Write' permissions, these are consistent with its purpose of generating and managing complex analysis reports. There is no evidence of malicious intent, data exfiltration, or harmful prompt injection; all instructions are strictly aligned with the stated goal of helping users define problems and success criteria.
Capability Tags
cryptocan-make-purchases
Capability Assessment
Purpose & Capability
Name, description, examples and templates all describe structured problem diagnosis and decision framing; the skill requires no binaries, credentials or config paths—nothing requested is disproportionate to the stated purpose.
Instruction Scope
SKILL.md is a comprehensive set of templates and prompts guiding either a one-shot 'waterfall' report or multi-turn guided dialogue. The instructions do not ask the agent to read or exfiltrate unrelated system files or environment variables. It includes features to 'export Markdown' and references Read/Write/Bash allowed-tools (for saving/exporting reports); consider that Bash access could be used to run shell commands if the agent is granted that tool at runtime, though the skill's texts themselves do not require arbitrary shell access.
Install Mechanism
No install spec and no code files — instruction-only — so nothing is downloaded or written by an installer.
Credentials
The skill requests no environment variables, no credentials, and no config path access. All templates and references are local to the skill bundle and consistent with its function.
Persistence & Privilege
Registry flags are default (always:false, agent invocation allowed). SKILL.md contains a 'self_improvement: true' metadata field which is ambiguous in practice for an instruction-only skill; there is no install-time behavior that persists or escalates privileges. If the platform allows autonomous tool use, combined with allowed-tools (Bash/Read/Write), that grants the agent ability to write/export files — expected for exporting reports but worth reviewing in your agent's runtime policy.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install problem-mapper
  3. After installation, invoke the skill by name or use /problem-mapper
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.0
初始发布:问题映射框架
v1.0.1
优化版本:补充 allowed-tools+ 更新通用案例+100 分通过检查
v1.0.0
初始版本:四阶段框架 + 五大澄清问题 + 三维度风险评估
Metadata
Slug problem-mapper
Version 2.0.0
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 3
Frequently Asked Questions

What is Problem Mapper?

[何时使用]当用户需要系统化定义问题、设定成功标准、识别风险时;当用户说"帮我分析这个问题"时;当面临重大决策/战略模糊/复杂情境时;当需要将模糊问题转化为清晰行动时;支持两种模式(多轮对话/问题瀑布). It is an AI Agent Skill for Claude Code / OpenClaw, with 149 downloads so far.

How do I install Problem Mapper?

Run "/install problem-mapper" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Problem Mapper free?

Yes, Problem Mapper is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Problem Mapper support?

Problem Mapper is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Problem Mapper?

It is built and maintained by lj22503 (@lj22503); the current version is v2.0.0.

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