OraClaw Pathfind
技能 已验证 活跃A* 路径查找和任务排序，用于 AI 代理。在工作流、依赖项和决策树中找到最佳路径。通过 Yen 算法实现 K-shortest paths。成本/时间/风险明细。
为 AI 代理配备确定性的数学工具，用于查找最佳路径和排序任务，克服 LLM 在算法推理方面的局限性。
功能
- A* 路径查找，用于优化路线
- 通过 Yen 算法实现的 K-shortest paths
- 成本、时间和风险明细
- 可配置的启发式方法（成本、时间、风险、加权、零）
- 任务排序和工作流导航
使用场景
- 在任务依赖图中查找最快/最便宜/最安全路径
- 考虑时间、成本和风险，对任务进行优化排序
- 通过多条完成路径导航复杂工作流
- 考虑依赖约束来规划项目执行顺序
非目标
- 基于 LLM 的推理或幻觉
- 任务的实时执行
- 超出路径分析的复杂模拟
实践
- 算法选择
- 优化
- 任务规划
先决条件
- ORACLAW_API_KEY 环境变量（用于高级功能/更高速率限制）
- 访问 OraClaw API 或 MCP Server
安装
npx skills add Whatsonyourmind/oraclaw通过 npx 运行 Vercel skills CLI(skills.sh)— 需要本地安装 Node.js,以及至少一个兼容 skills 的智能体(Claude Code、Cursor、Codex 等)。前提是仓库遵循 agentskills.io 格式。
质量评分
已验证类似扩展
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Vector Setup
100First-run setup for ruvector@0.2.25 — installs ONNX/Brain/SONA add-ons, registers the MCP server, and verifies the install via `doctor`
Cleanup Cycles
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Audit Dependency Versions
100Audit project dependencies for version staleness, security vulnerabilities, and compatibility issues. Covers lock file analysis, upgrade path planning, and breaking change assessment. Use before a release to ensure dependencies are current and secure, during periodic maintenance reviews, after receiving a security advisory, when upgrading to a new language version, before submitting to CRAN or npm, or when inheriting a project to assess its dependency health.
Setup
100Use first for install/update routing — sends setup, doctor, or MCP requests to the correct OMC setup flow
Content Creator
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