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mkpareek0315

Problem Solver

by Manish Pareek · GitHub ↗ · v1.0.0
cross-platform ✓ Security Clean
561
Downloads
2
Stars
2
Active Installs
1
Versions
Install in OpenClaw
/install problem-solver-ai
Description
When user asks to solve a problem, fix an issue, troubleshoot, debug, find solution, brainstorm, help me decide, should I, pros and cons, root cause, what sh...
Usage Guidance
This skill appears coherent: it will create and use ~/.openclaw/problem-solver to store settings, history, and saved solutions and claims no network activity. Before installing, consider: (1) Are you comfortable that the agent can write files under your home directory? (2) Confirm your platform enforces file-access sandboxing for the 'read' and 'write' tools — if those tools are not limited, the agent could potentially read other files even though the skill doesn't instruct it to. (3) You can review ~/.openclaw/problem-solver/ after first run and delete it if undesired. If you want extra safety, restrict autonomous invocation or inspect the SKILL.md yourself prior to enabling.
Capability Analysis
Type: OpenClaw Skill Name: problem-solver-ai Version: 1.0.0 The OpenClaw skill 'problem-solver-ai' is classified as benign. Its `SKILL.md` explicitly states that 'All data stays local — NO external API calls, NO network requests, NO data sent to any server,' and the instructions consistently adhere to this. The skill only requests 'read' and 'write' permissions, which are justified for managing local JSON files within `~/.openclaw/problem-solver/`. The only shell command present (`mkdir -p ~/.openclaw/problem-solver`) is for benign directory creation. There is no evidence of data exfiltration, malicious execution, persistence mechanisms, obfuscation, or prompt injection attempts designed to subvert the agent for harmful purposes. The content is entirely focused on providing problem-solving frameworks locally.
Capability Assessment
Purpose & Capability
The name and description (a general problem-solving assistant) match the SKILL.md: it implements frameworks, asks questions, and stores problem history. The only permission it needs (read/write) is appropriate for saving settings, history, and bookmarks under ~/.openclaw/problem-solver.
Instruction Scope
Runtime instructions are limited to creating ~/.openclaw/problem-solver and reading/writing settings.json, history.json, and saved.json. The skill explicitly states 'All data stays local' and gives no steps to access other files or make network calls. Note: the assurance 'All data stays local' depends on the host platform enforcing the read/write tool sandbox; the skill's instructions themselves do not include any external requests.
Install Mechanism
No install spec and no code files — instruction-only — so nothing is downloaded or written beyond the first-run data files. This is the lowest-risk install model.
Credentials
The skill requests no environment variables or credentials. The only declared capability in the metadata is generic file read/write access, which is proportionate to the stated need to store local settings and history.
Persistence & Privilege
The skill persists only under ~/.openclaw/problem-solver and does not request always:true or system-wide configuration changes. Autonomous invocation is allowed (disable-model-invocation:false) which is the platform default and not, by itself, a red flag.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install problem-solver-ai
  3. After installation, invoke the skill by name or use /problem-solver-ai
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
v1.0.0 — 20-feature AI problem solver with 10 frameworks
Metadata
Slug problem-solver-ai
Version 1.0.0
License
All-time Installs 2
Active Installs 2
Total Versions 1
Frequently Asked Questions

What is Problem Solver?

When user asks to solve a problem, fix an issue, troubleshoot, debug, find solution, brainstorm, help me decide, should I, pros and cons, root cause, what sh... It is an AI Agent Skill for Claude Code / OpenClaw, with 561 downloads so far.

How do I install Problem Solver?

Run "/install problem-solver-ai" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Problem Solver free?

Yes, Problem Solver is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Problem Solver support?

Problem Solver is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Problem Solver?

It is built and maintained by Manish Pareek (@mkpareek0315); the current version is v1.0.0.

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