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Problem Solver
作者
Manish Pareek
· GitHub ↗
· v1.0.0
561
总下载
2
收藏
2
当前安装
1
版本数
在 OpenClaw 中安装
/install problem-solver-ai
功能描述
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...
安全使用建议
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.
功能分析
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.
能力评估
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.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install problem-solver-ai - 安装完成后,直接呼叫该 Skill 的名称或使用
/problem-solver-ai触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
v1.0.0 — 20-feature AI problem solver with 10 frameworks
元数据
常见问题
Problem Solver 是什么?
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... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 561 次。
如何安装 Problem Solver?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install problem-solver-ai」即可一键安装,无需额外配置。
Problem Solver 是免费的吗?
是的,Problem Solver 完全免费(开源免费),可自由下载、安装和使用。
Problem Solver 支持哪些平台?
Problem Solver 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Problem Solver?
由 Manish Pareek(@mkpareek0315)开发并维护,当前版本 v1.0.0。
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