Algorithm design and analysis skill for DSH; use when working on optimization, data structures, or computational procedures.
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Domain: build | Depth: axiom
| Library | Purpose |
|---|---|
| networkx | Graph algorithms |
| scipy | Optimization algorithms |
| numpy | Array-based algorithm primitives |
agents/skills/algorithms.py
shortest_path(graph, src, dst) — Dijkstra shortest pathmst(graph) — minimum spanning treecentrality(graph) — betweenness + eigenvector centralityastar(grid, start, goal, heuristic) — A* pathfindinggenetic_optimize(fitness_fn, population, generations) — genetic algorithmentropy(data) — Shannon entropytopological_sort(dag) — topological ordering还没有评价。欢迎分享你的使用感受。
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Vercel AI SDK expert guidance. Use when building AI-powered features — chat interfaces, text generation, structured output, tool calling, agents, MCP integration, streaming, embeddings, reranking, image generation, or working with any LLM provider.
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Design and implement scalable API gateways, RESTful APIs, GraphQL endpoints, WebSocket handlers, and microservice communication patterns. Use when creating API routes, designing endpoints, implementing middleware, or setting up service mesh architectures.
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Implement a task N ways in parallel and pick the best. Spawns multiple subagents in isolated worktrees, evaluates all candidates, and applies the winner. Use when asked to "best of n", "try multiple approaches", "parallel implementations", "/best-of-n", or "/bon".
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Check your work with a verification subagent. Spawns a verifier that reviews diffs, runs builds and tests, and evaluates correctness. Use when asked to "check work", "verify changes", "self-verify", "/check", "/verify", "/check-work", or "/self-verify".
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CI/CD pipeline design, GitHub Actions workflows, deployment automation, infrastructure as code, and release management. Use when setting up CI/CD, automating deployments, configuring build pipelines, or managing releases.
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Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.
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