[When to use] When users need to systematically define problems, set success criteria, and identify risks; when users say "help me analyze this problem"; when faced with major decisions/strategic ambiguity/complex situations; when fuzzy problems need to be transformed into clear actions
Data sourced from ClawHub. View on ClawSkills
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install problem-mapperOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install problem-mapperβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/problem-mapper/π‘Extract and place the folder at the path above, then restart your agent.
Category
πFinance & InvestmentPlatforms
What Problem Mapper can do for your AI workflow
[when to use] when users need directly from your Claude conversation
Works across Claude, Cursor, OpenClaw β install once, use everywhere
One-command installation β no complex setup required
Combine with other skills to build powerful multi-step AI workflows
Try these prompts with your AI agent after installing Problem Mapper
Help me get started with Problem Mapper
Explains what Problem Mapper does, walks through the setup, and runs a quick demo based on your current project
Use Problem Mapper to [When to use] When users need to systematically define problems, se...
Invokes Problem Mapper with the right parameters and returns the result directly in the conversation
What can I do with Problem Mapper in my finance & investment workflow?
Lists the top use cases for Problem Mapper, with example commands for each scenario
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Problem Mapper extends your AI assistant with the ability to [When to use] When users need to systematically define problems, set success criteria, and identify risks; when users say "help me analyze this problem"; when faced with major decisions/strategic ambiguity/complex situations; when fuzzy problems need to be transformed into clear actions. Rather than leaving your conversation to handle this manually, you can ask your Claude agent directly β and it will take care of the task end-to-end, using Problem Mapper as its underlying capability.
Problem Mapper works across Claude, Cursor, OpenClaw through the Model Context Protocol (MCP) β an open standard that lets AI clients share tools and skills without lock-in. Because MCP is platform-agnostic by design, you install Problem Mapper once and it becomes available across all your AI clients. Whether you're working in Claude for focused sessions or Cursor for integrated workflows, the skill behaves consistently.
Problem Mapper installs like any other MCP skill: drop the folder into `~/.claude/skills/problem-mapper/` for global access, or `.claude/skills/problem-mapper/` to keep it scoped to one project. After a quick restart of Claude, you can trigger it explicitly with `/problem-mapper`, or let the AI decide when it's the right tool for your request.
Problem Mapper has 61 installs and is part of the growing Finance & Investment skill ecosystem on DiscoverAISkills. Like all skills on DiscoverAISkills, it is free to install and use. The broader AI skills ecosystem continues to expand as developers contribute new capabilities across categories like developer tools, data analysis, writing, automation, and more.
Place the skill folder at ~/.claude/skills/problem-mapper/ for personal use (all projects), or .claude/skills/problem-mapper/ for project-specific use. Restart your AI client, then invoke with /problem-mapper or let the AI discover it automatically.
Problem Mapper supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
Problem Mapper is free to install. Check the repository for licensing information.
[When to use] When users need to systematically define problems, set success criteria, and identify risks; when users say "help me analyze this problem"; when faced with major decisions/strategic ambiguity/complex situations; when fuzzy problems need to be transformed into clear actions
Problem Solver
When user asks to solve a problem, fix an issue, troubleshoot, debug, find solution, brainstorm, help me decide, should I, pros and cons, root cause, what sh...
Problem Solving
Structured problem diagnosis and solution methodology. Use when: (1) The cause of the problem is unknown and needs to be investigated/"analyze the problem"/"troubleshoot", (2) the previous repair attempt failed, (3) the problem involves the interaction of multiple components/"why is this happening"/"investigate the cause", (4) the modification has risks or side effects/"diagnose", (5) the user explicitly requires analysis before repairing. NOT for:...
Problem Solution Script Builder
Automate my finance & investment tasks using Problem Mapper
Identifies repetitive steps in your workflow and sets up Problem Mapper to handle them automatically
Problem Mapper is categorized under Finance & Investment. These skills help AI agents perform specialized tasks in this domain.
Creates clear, creator-style ecommerce scripts that outline a real problem, introduce a believable product solution, and end with a targeted call to action.