[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6NRVG7DA75KBK2XKCHQW8YT":3,"skill-same:01M6NRVG7DA75KBK2XKCHQW8YT":95},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":17,"publishedAt":38,"linkOnly":39,"markdownContent":40,"markdownBody":41,"frontMatter":42,"refName":44,"commitSha":45,"skillDirectory":46,"forksCount":47,"repositoryHtmlUrl":48,"repositoryHomepageUrl":6,"ownerHtmlUrl":49,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":50,"install":51,"resources":64},"01M6NRVG7DA75KBK2XKCHQW8YT","Problem-Solving Techniques",null,"Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application.","vntopicai\u002Fai-planner","vntopicai","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F201040886?v=4","01M6NRHDP3KC0J2F22TSFZH796","01M6NRHDT0JGWD7J4Z10Y0NHHS",1,"MIT","https:\u002F\u002Fgithub.com\u002Fvntopicai\u002Fai-planner\u002Fblob\u002Fmain\u002Ffixtures\u002Flocal-skills\u002Fproblem-solving\u002FSKILL.md",[],[18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37],"techniques","Problem Solving Techniques","problem solving","problem","problem-solving","apply","inversion","for","uncertainty","simplification","project","when stuck","Meta","thinking","Scale Game","Inversion Exercise","complexity","recurring","game","exercise","2026-11-10 10:12:30",false,"---\nname: Problem-Solving Techniques\ndescription: Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application.\nversion: 2.0.0\n---\n\n# Problem-Solving Techniques\n\nSystematic approaches for different types of stuck-ness. Each technique targets specific problem patterns.\n\n## When to Use\n\nApply when encountering:\n- **Complexity spiraling** - Multiple implementations, growing special cases, excessive branching\n- **Innovation blocks** - Conventional solutions inadequate, need breakthrough thinking\n- **Recurring patterns** - Same issue across domains, reinventing solutions\n- **Assumption constraints** - Forced into \"only way\", can't question premise\n- **Scale uncertainty** - Production readiness unclear, edge cases unknown\n- **General stuck-ness** - Unsure which technique applies\n\n## Quick Dispatch\n\n**Match symptom to technique:**\n\n| Stuck Symptom | Technique | Reference |\n|---------------|-----------|-----------|\n| Same thing implemented 5+ ways, growing special cases | **Simplification Cascades** | `references\u002Fsimplification-cascades.md` |\n| Conventional solutions inadequate, need breakthrough | **Collision-Zone Thinking** | `references\u002Fcollision-zone-thinking.md` |\n| Same issue in different places, reinventing wheels | **Meta-Pattern Recognition** | `references\u002Fmeta-pattern-recognition.md` |\n| Solution feels forced, \"must be done this way\" | **Inversion Exercise** | `references\u002Finversion-exercise.md` |\n| Will this work at production? Edge cases unclear? | **Scale Game** | `references\u002Fscale-game.md` |\n| Unsure which technique to use | **When Stuck** | `references\u002Fwhen-stuck.md` |\n\n## Core Techniques\n\n### 1. Simplification Cascades\nFind one insight eliminating multiple components. \"If this is true, we don't need X, Y, Z.\"\n\n**Key insight:** Everything is a special case of one general pattern.\n\n**Red flag:** \"Just need to add one more case...\" (repeating forever)\n\n### 2. Collision-Zone Thinking\nForce unrelated concepts together to discover emergent properties. \"What if we treated X like Y?\"\n\n**Key insight:** Revolutionary ideas from deliberate metaphor-mixing.\n\n**Red flag:** \"I've tried everything in this domain\"\n\n### 3. Meta-Pattern Recognition\nSpot patterns appearing in 3+ domains to find universal principles.\n\n**Key insight:** Patterns in how patterns emerge reveal reusable abstractions.\n\n**Red flag:** \"This problem is unique\" (probably not)\n\n### 4. Inversion Exercise\nFlip core assumptions to reveal hidden constraints. \"What if the opposite were true?\"\n\n**Key insight:** Valid inversions reveal context-dependence of \"rules.\"\n\n**Red flag:** \"There's only one way to do this\"\n\n### 5. Scale Game\nTest at extremes (1000x bigger\u002Fsmaller, instant\u002Fyear-long) to expose fundamental truths.\n\n**Key insight:** What works at one scale fails at another.\n\n**Red flag:** \"Should scale fine\" (without testing)\n\n## Application Process\n\n1. **Identify stuck-type** - Match symptom to technique above\n2. **Load detailed reference** - Read specific technique from `references\u002F`\n3. **Apply systematically** - Follow technique's process\n4. **Document insights** - Record what worked\u002Ffailed\n5. **Combine if needed** - Some problems need multiple techniques\n\n## Combining Techniques\n\nPowerful combinations:\n- **Simplification + Meta-pattern** - Find pattern, then simplify all instances\n- **Collision + Inversion** - Force metaphor, then invert its assumptions\n- **Scale + Simplification** - Extremes reveal what to eliminate\n- **Meta-pattern + Scale** - Universal patterns tested at extremes\n\n## References\n\nLoad detailed guides as needed:\n- `references\u002Fwhen-stuck.md` - Dispatch flowchart and decision tree\n- `references\u002Fsimplification-cascades.md` - Cascade detection and extraction\n- `references\u002Fcollision-zone-thinking.md` - Metaphor collision process\n- `references\u002Fmeta-pattern-recognition.md` - Pattern abstraction techniques\n- `references\u002Finversion-exercise.md` - Assumption flipping methodology\n- `references\u002Fscale-game.md` - Extreme testing procedures\n- `references\u002Fattribution.md` - Source and adaptation notes\n","# Problem-Solving Techniques\n\nSystematic approaches for different types of stuck-ness. Each technique targets specific problem patterns.\n\n## When to Use\n\nApply when encountering:\n- **Complexity spiraling** - Multiple implementations, growing special cases, excessive branching\n- **Innovation blocks** - Conventional solutions inadequate, need breakthrough thinking\n- **Recurring patterns** - Same issue across domains, reinventing solutions\n- **Assumption constraints** - Forced into \"only way\", can't question premise\n- **Scale uncertainty** - Production readiness unclear, edge cases unknown\n- **General stuck-ness** - Unsure which technique applies\n\n## Quick Dispatch\n\n**Match symptom to technique:**\n\n| Stuck Symptom | Technique | Reference |\n|---------------|-----------|-----------|\n| Same thing implemented 5+ ways, growing special cases | **Simplification Cascades** | `references\u002Fsimplification-cascades.md` |\n| Conventional solutions inadequate, need breakthrough | **Collision-Zone Thinking** | `references\u002Fcollision-zone-thinking.md` |\n| Same issue in different places, reinventing wheels | **Meta-Pattern Recognition** | `references\u002Fmeta-pattern-recognition.md` |\n| Solution feels forced, \"must be done this way\" | **Inversion Exercise** | `references\u002Finversion-exercise.md` |\n| Will this work at production? Edge cases unclear? | **Scale Game** | `references\u002Fscale-game.md` |\n| Unsure which technique to use | **When Stuck** | `references\u002Fwhen-stuck.md` |\n\n## Core Techniques\n\n### 1. Simplification Cascades\nFind one insight eliminating multiple components. \"If this is true, we don't need X, Y, Z.\"\n\n**Key insight:** Everything is a special case of one general pattern.\n\n**Red flag:** \"Just need to add one more case...\" (repeating forever)\n\n### 2. Collision-Zone Thinking\nForce unrelated concepts together to discover emergent properties. \"What if we treated X like Y?\"\n\n**Key insight:** Revolutionary ideas from deliberate metaphor-mixing.\n\n**Red flag:** \"I've tried everything in this domain\"\n\n### 3. Meta-Pattern Recognition\nSpot patterns appearing in 3+ domains to find universal principles.\n\n**Key insight:** Patterns in how patterns emerge reveal reusable abstractions.\n\n**Red flag:** \"This problem is unique\" (probably not)\n\n### 4. Inversion Exercise\nFlip core assumptions to reveal hidden constraints. \"What if the opposite were true?\"\n\n**Key insight:** Valid inversions reveal context-dependence of \"rules.\"\n\n**Red flag:** \"There's only one way to do this\"\n\n### 5. Scale Game\nTest at extremes (1000x bigger\u002Fsmaller, instant\u002Fyear-long) to expose fundamental truths.\n\n**Key insight:** What works at one scale fails at another.\n\n**Red flag:** \"Should scale fine\" (without testing)\n\n## Application Process\n\n1. **Identify stuck-type** - Match symptom to technique above\n2. **Load detailed reference** - Read specific technique from `references\u002F`\n3. **Apply systematically** - Follow technique's process\n4. **Document insights** - Record what worked\u002Ffailed\n5. **Combine if needed** - Some problems need multiple techniques\n\n## Combining Techniques\n\nPowerful combinations:\n- **Simplification + Meta-pattern** - Find pattern, then simplify all instances\n- **Collision + Inversion** - Force metaphor, then invert its assumptions\n- **Scale + Simplification** - Extremes reveal what to eliminate\n- **Meta-pattern + Scale** - Universal patterns tested at extremes\n\n## References\n\nLoad detailed guides as needed:\n- `references\u002Fwhen-stuck.md` - 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