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When Stuck Problem Solving Dispatch

Community
einverne
When Stuck - Problem-Solving Dispatch

Dispatch to the right problem-solving technique based on how you're stuck

Overview

Publishereinverne
Repositorydotfiles
Skill nameWhen Stuck - Problem-Solving Dispatch
Stars
121
Forks
24
Bundled files
Instructions only
LicenseGPL-3.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by einverne on GitHub. Read the source before you install it.

Installation

Install the When Stuck Problem Solving Dispatch AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/einverne/dotfiles.git /tmp/dotfiles
mkdir -p .claude/skills
cp -r /tmp/dotfiles/claude/skills/problem-solving/when-stuck .claude/skills/einverne-when-stuck-problem-solving-dispatch
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable When Stuck Problem Solving Dispatch in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads When Stuck Problem Solving Dispatch on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so When Stuck Problem Solving Dispatch is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

When Stuck - Problem-Solving Dispatch

Overview

Different stuck-types need different techniques. This skill helps you quickly identify which problem-solving skill to use.

Core principle: Match stuck-symptom to technique.

Quick Dispatch

dot
digraph stuck_dispatch {
    rankdir=TB;
    node [shape=box, style=rounded];

    stuck [label="You're Stuck", shape=ellipse, style=filled, fillcolor=lightblue];

    complexity [label="Same thing implemented 5+ ways?\nGrowing special cases?\nExcessive if/else?"];
    innovation [label="Can't find fitting approach?\nConventional solutions inadequate?\nNeed breakthrough?"];
    patterns [label="Same issue in different places?\nFeels familiar across domains?\nReinventing wheels?"];
    assumptions [label="Solution feels forced?\n'This must be done this way'?\nStuck on assumptions?"];
    scale [label="Will this work at production?\nEdge cases unclear?\nUnsure of limits?"];
    bugs [label="Code behaving wrong?\nTest failing?\nUnexpected output?"];

    stuck -> complexity;
    stuck -> innovation;
    stuck -> patterns;
    stuck -> assumptions;
    stuck -> scale;
    stuck -> bugs;

    complexity -> simp [label="yes"];
    innovation -> collision [label="yes"];
    patterns -> meta [label="yes"];
    assumptions -> invert [label="yes"];
    scale -> scale_skill [label="yes"];
    bugs -> debug [label="yes"];

    simp [label="skills/problem-solving/\nsimplification-cascades", shape=box, style="rounded,filled", fillcolor=lightgreen];
    collision [label="skills/problem-solving/\ncollision-zone-thinking", shape=box, style="rounded,filled", fillcolor=lightgreen];
    meta [label="skills/problem-solving/\nmeta-pattern-recognition", shape=box, style="rounded,filled", fillcolor=lightgreen];
    invert [label="skills/problem-solving/\ninversion-exercise", shape=box, style="rounded,filled", fillcolor=lightgreen];
    scale_skill [label="skills/problem-solving/\nscale-game", shape=box, style="rounded,filled", fillcolor=lightgreen];
    debug [label="skills/debugging/\nsystematic-debugging", shape=box, style="rounded,filled", fillcolor=lightyellow];
}

Stuck-Type → Technique

How You're StuckUse This Skill
Complexity spiraling - Same thing 5+ ways, growing special casesskills/problem-solving/simplification-cascades
Need innovation - Conventional solutions inadequate, can't find fitting approachskills/problem-solving/collision-zone-thinking
Recurring patterns - Same issue different places, reinventing wheelsskills/problem-solving/meta-pattern-recognition
Forced by assumptions - "Must be done this way", can't question premiseskills/problem-solving/inversion-exercise
Scale uncertainty - Will it work in production? Edge cases unclear?skills/problem-solving/scale-game
Code broken - Wrong behavior, test failing, unexpected outputskills/debugging/systematic-debugging
Multiple independent problems - Can parallelize investigationskills/collaboration/dispatching-parallel-agents
Root cause unknown - Symptom clear, cause hiddenskills/debugging/root-cause-tracing

Process

  1. Identify stuck-type - What symptom matches above?
  2. Load that skill - Read the specific technique
  3. Apply technique - Follow its process
  4. If still stuck - Try different technique or combine

Combining Techniques

Some problems need multiple techniques:

  • Simplification + Meta-pattern: Find pattern, then simplify all instances
  • Collision + Inversion: Force metaphor, then invert its assumptions
  • Scale + Simplification: Extremes reveal what to eliminate

Remember

  • Match symptom to technique
  • One technique at a time
  • Combine if first doesn't work
  • Document what you tried

Frequently asked questions

What does the When Stuck Problem Solving Dispatch AI skill do?

Dispatch to the right problem-solving technique based on how you're stuck

Why use When Stuck Problem Solving Dispatch on TypingMind?

Because you install it once and use it with any model. When Stuck Problem Solving Dispatch is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install When Stuck Problem Solving Dispatch in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/einverne/dotfiles/tree/master/claude/skills/problem-solving/when-stuck. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use When Stuck Problem Solving Dispatch?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with When Stuck Problem Solving Dispatch?

As many as you like. As long as a model supports skills, you can use When Stuck Problem Solving Dispatch with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the When Stuck Problem Solving Dispatch AI skill free?

Yes. It is published on GitHub by einverne under the GPL-3.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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