WH

when-stuck-problem-solving-dispatch

Identifies technical hurdles and suggests specialized techniques to resolve logic loops or architectural issues.

Install

mkdir -p .claude/skills/when-stuck-problem-solving-dispatch && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/2079" && unzip -o skill.zip -d .claude/skills/when-stuck-problem-solving-dispatch && rm skill.zip

Installs to .claude/skills/when-stuck-problem-solving-dispatch

Activation

This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.

Dispatch to the right problem-solving technique based on how you're stuck
73 charsno explicit “when” trigger
Beginner

Key capabilities

  • Identify stuck-type symptoms
  • Dispatch to specialized problem-solving techniques
  • Combine multiple problem-solving methods
  • Document attempted techniques

How it works

The skill uses a decision-tree model to match specific symptoms of being stuck to a corresponding problem-solving methodology.

Inputs & outputs

You give it
Description of current technical block
You get back
Recommended problem-solving technique

When to use when-stuck-problem-solving-dispatch

  • Resolve excessive if/else complexity
  • Overcome architectural innovation blocks
  • Debug persistent logic issues
  • Evaluate production scalability concerns

About this skill

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

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

When not to use it

  • When the problem is clearly defined and not a block

Limitations

  • Requires accurate identification of the stuck-type

How it compares

It provides a structured diagnostic approach to choosing a problem-solving strategy instead of guessing.

Compared to similar skills

when-stuck-problem-solving-dispatch side by side with the closest alternatives in the catalog.

SkillInstallsUpdatedSafetyDifficulty
when-stuck-problem-solving-dispatch (this skill)89moNo flagsBeginner
claude05moReviewIntermediate
software-architecture3336moNo flagsIntermediate
solid-principles579moNo flagsIntermediate

Try saying

Example prompts that trigger this skill in your AI assistant.

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