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Agent skill · Audited from source

problem-solving

skill · mrgoonie/claudekit-skillsLicence not declaredAudited 31 Oct 2026 · source d655ab03f566

★ 2,230pushed 211 days agoversion 1.1.0
!CAUTIONGrade B · 89/100 · 5 findings · d655ab0
2,230repo stars · whole mrgoonie/claudekit-skills

Is it safe? With care — CAUTION, grade B (89/100). We read this skill's source at commit d655ab03f566 and found no filesystem, network or shell access and no hard-coded secrets. The audit raised 5 findings, 0 critical or high. What it does: Creative problem-solving techniques for breaking through stuck points - includes collision-zone thinking, inversion, pattern recognition, and simplification

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Cite this page

ModelsAtlas. “problem-solving (mrgoonie/claudekit-skills)”. Retrieved 31 Oct 2026. https://modelsatlas.com/skills/mrgoonie/problem-solving

Trust audit

Audit 0.4.1 · source read 31 Oct 2026

Trust score89/100!CAUTION B
0 critical0 high5 medium0 low0 info

CAUTION means the audit found things worth knowing before you trust this skill. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityWARN5
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (5)

Audit 0.4.1 · source sha d655ab03f566 · 31 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publishermrgoonie GitHub userOwner of the repository this skill is read from
  • Source foldermrgoonie/claudekit-skills/.claude/skills/problem-solvingThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdictd655ab03f566A new audit runs when the source changes
  • Repository statusNot archivedLast push 211 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Creative problem-solving techniques for breaking through stuck points - includes collision-zone thinking, inversion, pattern recognition, and simplification

---
name: problem-solving
description: Creative problem-solving techniques for breaking through stuck points - includes collision-zone thinking, inversion, pattern recognition, and simplification
when_to_use: when stuck on a problem, need innovation beyond conventional approaches, or want to find elegant solutions
version: 1.0.0
---

# Problem-Solving Skills

A collection of techniques for breaking through stuck points and finding elegant solutions.

## Available Sub-Skills

### When Stuck (Dispatch)
**Location:** `when-stuck/SKILL.md`

Start here when stuck. Matches your stuck-type to the right technique. Quick dispatch table for routing to the appropriate sub-skill.

### Collision-Zone Thinking
**Location:** `collision-zone-thinking/SKILL.md`

Force unrelated concepts together to discover emergent properties. "What if we treated X like Y?" Revolutionary insights come from deliberate metaphor-mixing.

### Inversion Exercise
**Location:** `inversion-exercise/SKILL.md`

Flip every assumption and see what still works. "What if the opposite were true?" Exposes hidden constraints and alternative approaches.

### Meta-Pattern Recognition
**Location:** `meta-pattern-recognition/SKILL.md`

Spot patterns appearing in 3+ domains to find universal principles. Extract abstract forms that apply across domains.

### Scale Game
**Location:** `scale-game/SKILL.md`

Test at extremes (1000x bigger/smaller) to expose fundamental truths. What breaks? What survives? Extremes reveal what normal scales hide.

### Simplification Cascades
**Location:** `simplification-cascades/SKILL.md`

Find one insight that eliminates multiple components. "If this is true, we don't need X, Y, or Z." Look for unifying principles.

## When to Use

| How You're Stuck | Use This |
|------------------|----------|
| **Don't know which technique** | when-stuck |
| **Need breakthrough innovation** | collision-zone-thinking |
| **Forced by assumptions** | inversion-exercise |
| **Same issue in different places** | meta-pattern-recognition |
| **Unsure about production scale** | scale-game |
| **Complexity spiraling** | simplification-cascades |

## Quick Reference

```
Conventional solutions inadequate?  → collision-zone-thinking
"This must be done this way"?       → inversion-exercise
Same pattern 3+ places?             → meta-pattern-recognition
Will it work at scale?              → scale-game
Same thing implemented 5+ ways?     → simplification-cascades
```

## Core Philosophy

> "One powerful abstraction > ten clever hacks"

These techniques help you find the elegant solution that makes complexity unnecessary, rather than managing complexity through brute force.

Excerpt, first 2,666 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit d655ab0

Download folder ↗
git clone https://github.com/mrgoonie/claudekit-skills
git -C claudekit-skills checkout d655ab03f566

The author documents no install command, so this uses the repository directly. Our verdict covers commit d655ab03f566 only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. !CAUTION B 89 / 100

    first audit · source d655ab03f566

README badge

For maintainers · shows the latest audit

ModelsAtlas: CAUTION BMODELSATLASCAUTION · B
[![ModelsAtlas: CAUTION B](https://modelsatlas.com/skills/mrgoonie/problem-solving/badge.svg)](https://modelsatlas.com/skills/mrgoonie/problem-solving/)

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[![ModelsAtlas: CAUTION B](https://modelsatlas.com/skills/mrgoonie/problem-solving/badge.svg)](https://modelsatlas.com/skills/mrgoonie/problem-solving/)

Questions about problem-solving

What does the problem-solving skill do?
All powerful skills of ClaudeKit.cc!
Is problem-solving safe to install?
With care. The audit graded it B (89/100) and found 5 things worth knowing before you trust this skill, listed below with the exact line each was found on.
What can problem-solving access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (d655ab03f566), read on 2026-10-31. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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