Cognitive systems skill for reasoning, memory, and agent behavior; use when designing agent workflows or mental-model tooling.
中文简介正在准备中。当前显示原文说明。
查看安装方法安装前可以查看交给 AI 代理的指令内容。
Domain: agent | Depth: axiom
| Library | Purpose |
|---|---|
| torch | Attention, embeddings |
| numpy | Probability and belief arrays |
| scipy | Statistical reasoning |
| chromadb | Semantic memory backend |
agents/skills/cognitive.py
chain_of_thought(problem, steps) — structured reasoning scaffoldconfidence(logits) — softmax confidence from raw scoresbayesian_update(prior, likelihood, evidence) — posterior beliefattention_score(query, keys) — dot-product attention weightssummarize_context(turns, max_tokens) — compress working memoryretrieve_relevant(concept, memory, n) — semantic memory retrieval还没有评价。欢迎分享你的使用感受。
无需登录即可发表。欢迎分享使用感受、提问，或说明在哪些环境下无法运行。
还没有评论。来写第一条吧。
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.
中文简介正在准备中。当前显示原文说明。
Algorithm design and analysis skill for DSH; use when working on optimization, data structures, or computational procedures.
中文简介正在准备中。当前显示原文说明。
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.
中文简介正在准备中。当前显示原文说明。
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".
中文简介正在准备中。当前显示原文说明。
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".
中文简介正在准备中。当前显示原文说明。
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.
中文简介正在准备中。当前显示原文说明。