systematic-optimization
系统化问题解决与优化流程（领域无关）：量化基线→全量列问题→根因分类→结构性方案（拒绝临时补丁）→借鉴同类方案→归纳取舍→展示计划确认实施→实施→验证生效→度量闭环。核心原则：规则/流程存在≠被执行，能落到"无法绕过的机制"就不写建议；优化必须可度量。 用于用户要求"优化""改进""复盘""为什么反复出问题""效率低/成本高/质量差/总是复发"等任何领域的系统性改进，或接手反复失败的任务时。 不用于单点小修复（用 minimal-implementation）；不用于只读审查不出方案的场景。
94%
Does it follow best practices?
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Low
Low-risk findings worth noting
The canonical home for this skill is systematic-optimization in ooooooooooooooooooop/agent-tools
W011: Third-party content exposure detected (indirect prompt injection risk).
What this means
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
Why it was flagged
The workflow involves a step for literature/best-practice research (Step 4), but it does not mandate ingesting outsider-authored free text at runtime from an unselected feed or monitored queue.
- Repository
ooooooooooooooooooop/personal-ai
- Revision
91fd83a
- Audited
- Security analysis
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