Agent-Skills.md

Agent Skills: Problem-Solving Techniques

Systematic problem-solving techniques for stuck-ness. Techniques: simplification cascade (complexity spirals), collision-zone thinking (innovation blocks), meta-pattern recognition (recurring issues), inversion exercise (assumption constraints), scale game (uncertainty). Actions: simplify, analyze, recognize patterns, invert assumptions, scale thinking. Keywords: problem solving, complexity spiral, innovation block, stuck, simplification, meta-pattern, assumption inversion, scale uncertainty, breakthrough thinking, root cause, systematic analysis, Microsoft Amplifier, debugging approach, creative solution. Use when: complexity spiraling, hitting innovation blocks, seeing recurring patterns, constrained by assumptions, uncertain about scale, generally stuck on problems.

problem-framingroot-cause-analysisdecision-makingbreakthrough-thinkingsystematic-analysis
methodologyID: samhvw8/dot-claude/problem-solving

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Skill Metadata

Name
problem-solving
Description
"Systematic problem-solving techniques for stuck-ness. Techniques: simplification cascade (complexity spirals), collision-zone thinking (innovation blocks), meta-pattern recognition (recurring issues), inversion exercise (assumption constraints), scale game (uncertainty). Actions: simplify, analyze, recognize patterns, invert assumptions, scale thinking. Keywords: problem solving, complexity spiral, innovation block, stuck, simplification, meta-pattern, assumption inversion, scale uncertainty, breakthrough thinking, root cause, systematic analysis, Microsoft Amplifier, debugging approach, creative solution. Use when: complexity spiraling, hitting innovation blocks, seeing recurring patterns, constrained by assumptions, uncertain about scale, generally stuck on problems."

Problem-Solving Techniques

Systematic approaches for different types of stuck-ness. Each technique targets specific problem patterns.

When to Use

Apply when encountering:

  • Complexity spiraling - Multiple implementations, growing special cases, excessive branching
  • Innovation blocks - Conventional solutions inadequate, need breakthrough thinking
  • Recurring patterns - Same issue across domains, reinventing solutions
  • Assumption constraints - Forced into "only way", can't question premise
  • Scale uncertainty - Production readiness unclear, edge cases unknown
  • General stuck-ness - Unsure which technique applies

Quick Dispatch

Match symptom to technique:

| Stuck Symptom | Technique | Reference | |---------------|-----------|-----------| | Same thing implemented 5+ ways, growing special cases | Simplification Cascades | references/simplification-cascades.md | | Conventional solutions inadequate, need breakthrough | Collision-Zone Thinking | references/collision-zone-thinking.md | | Same issue in different places, reinventing wheels | Meta-Pattern Recognition | references/meta-pattern-recognition.md | | Solution feels forced, "must be done this way" | Inversion Exercise | references/inversion-exercise.md | | Will this work at production? Edge cases unclear? | Scale Game | references/scale-game.md | | Unsure which technique to use | When Stuck | references/when-stuck.md |

Core Techniques

1. Simplification Cascades

Find one insight eliminating multiple components. "If this is true, we don't need X, Y, Z."

Key insight: Everything is a special case of one general pattern.

Red flag: "Just need to add one more case..." (repeating forever)

2. Collision-Zone Thinking

Force unrelated concepts together to discover emergent properties. "What if we treated X like Y?"

Key insight: Revolutionary ideas from deliberate metaphor-mixing.

Red flag: "I've tried everything in this domain"

3. Meta-Pattern Recognition

Spot patterns appearing in 3+ domains to find universal principles.

Key insight: Patterns in how patterns emerge reveal reusable abstractions.

Red flag: "This problem is unique" (probably not)

4. Inversion Exercise

Flip core assumptions to reveal hidden constraints. "What if the opposite were true?"

Key insight: Valid inversions reveal context-dependence of "rules."

Red flag: "There's only one way to do this"

5. Scale Game

Test at extremes (1000x bigger/smaller, instant/year-long) to expose fundamental truths.

Key insight: What works at one scale fails at another.

Red flag: "Should scale fine" (without testing)

Application Process

  1. Identify stuck-type - Match symptom to technique above
  2. Load detailed reference - Read specific technique from references/
  3. Apply systematically - Follow technique's process
  4. Document insights - Record what worked/failed
  5. Combine if needed - Some problems need multiple techniques

Combining Techniques

Powerful combinations:

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

References

Load detailed guides as needed:

  • references/when-stuck.md - Dispatch flowchart and decision tree
  • references/simplification-cascades.md - Cascade detection and extraction
  • references/collision-zone-thinking.md - Metaphor collision process
  • references/meta-pattern-recognition.md - Pattern abstraction techniques
  • references/inversion-exercise.md - Assumption flipping methodology
  • references/scale-game.md - Extreme testing procedures
  • references/attribution.md - Source and adaptation notes