Agent skill · Audited from source
problem-solving
skill · mrgoonie/claudekit-skillsLicence not declaredAudited 31 Oct 2026 · source d655ab03f566
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
Cite
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
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
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | WARN | 5 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (5)
MEDIUMInventory / provenanceinv.symlink · plugins/ai-ml-tools/skills/ai-multimodal
plugins/ai-ml-tools/skills/ai-multimodal
- Why
- link not followed
- Fix
- —
MEDIUMInventory / provenanceinv.symlink · plugins/ai-ml-tools/skills/context-engineering
plugins/ai-ml-tools/skills/context-engineering
- Why
- link not followed
- Fix
- —
MEDIUMInventory / provenanceinv.symlink · plugins/ai-ml-tools/skills/google-adk-python
plugins/ai-ml-tools/skills/google-adk-python
- Why
- link not followed
- Fix
- —
MEDIUMInventory / provenanceinv.symlink · plugins/backend-tools/skills/backend-development
plugins/backend-tools/skills/backend-development
- Why
- link not followed
- Fix
- —
MEDIUMInventory / provenanceinv.symlink · plugins/backend-tools/skills/better-auth
plugins/backend-tools/skills/better-auth
- Why
- link not followed
- Fix
- —
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
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
- !CAUTION B 89 / 100
first audit · source
d655ab03f566
README badge
For maintainers · shows the latest audit
[](https://modelsatlas.com/skills/mrgoonie/problem-solving/)
The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.
Similar skills
obra/superpowers
Use when creating new skills, editing existing skills, or verifying skills work before deployment
mattpocock/skills
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
mattpocock/skills
Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.
Add this badge to your README
[](https://modelsatlas.com/skills/mrgoonie/problem-solving/)
<a href="https://modelsatlas.com/skills/mrgoonie/problem-solving/"><img src="https://modelsatlas.com/skills/mrgoonie/problem-solving/badge.svg" alt="ModelsAtlas: CAUTION B"></a>
Questions about problem-solving
What does the problem-solving skill do?
Is problem-solving safe to install?
What can problem-solving access on my machine?
How current is this page?
Sources
- github.com/mrgoonie/claudekit-skills/tree/main/.claude/skills/pr — the audited source at commit d655ab03f566 and every finding aboveObserved · 31 Oct 2026
Spotted something wrong? Report a correction · Methodology
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the problem-solving skill do?
- Is problem-solving safe to install?
- What can problem-solving access on my machine?