全部能力

Build progressive web apps using service workers, web manifest, offline support, and installability. Use when creating app-like web experiences.

System health check (MOT) for skills, agents, hooks, and memory

Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when benchmarking code models, comparing coding…

Create custom Hyvä CMS component. This skill should be used when the user wants to create a new Hyvä CMS component, build a Hyvä component, or needs help with…

Vercel AI Gateway 专家指导。用于配置模型路由、提供商故障转移、成本追踪，或通过统一接口管理多个 AI 提供商…

Extract text/tables from PDFs, create formatted PDFs, merge/split/rotate, and handle forms. Use for any PDF generation or parsing task.

Build AI agents with Cloudflare Agents SDK on Workers + Durable Objects. Provides WebSockets, state persistence, scheduling, and multi-agent coordination. Prevents 23 documented errors. Use when: building WebSocket agents, RAG with Vectorize, MCP servers, or troubleshooting "Agent class must extend", "new_sqlite_classes", binding errors, WebSocket payload limits.

用于 consensus-coordinator 的 Agent 技能 - 使用 $agent-consensus-coordinator 调用

Monitors customer health, predicts churn risk, and identifies expansion opportunities using weighted scoring models for SaaS customer success. Use when…

Analyzes sales pipeline health, revenue forecasting accuracy, and go-to-market efficiency metrics for SaaS revenue optimization. Use when analyzing sales…

Implement secure file upload handling with validation, virus scanning, storage management, and serving files efficiently. Use when building file upload features, managing file storage, and implementing file download systems.

Statistics, probability, linear algebra, and mathematical foundations for data science

Build, fix, audit, and migrate Drift persistence in Dart CLI, server-side, and non-Flutter desktop apps. Use when adding SQLite with package:drift/native.dart, configuring PostgreSQL with drift_postgres and package:postgres, writing type-safe tables, queries, writes, streams, and migrations, resolving build_runner or drift_dev failures, or validating Dart database code with code generation, analysis, tests, and migration checks.

用于 goal-planner 的 Agent 技能 - 使用 $agent-goal-planner 调用

Build enterprise Spring Boot applications with annotations, dependency injection, data persistence, REST controllers, and security. Use when developing Spring applications, managing beans, implementing services, and configuring Spring Boot projects.

Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance…

Implement circuit breaker patterns for fault tolerance, automatic failure detection, and fallback mechanisms. Use when calling external services, handling cascading failures, or implementing resilience patterns.

Identify differences between current state and desired future state. Analyze gaps in capabilities, processes, skills, and technology to plan improvements and investments.

为 Agentica/REPL 智能体编写避免 LLM 指令歧义的可靠提示词 核心原则 1. 明确执行模式 - 区分"思考模式"与"执行模式" - 使用显式标记如 `[THINK]` / `[EXECUTE]` 分隔推理与操作 2. 消除代词歧义 - 避免：它、这个、那个、上述 - 改用：精确的变量名、文件路径、函数签名 3. 结构化输出格式 - 强制指定响应格式（JSON/YAML/代码块） - 定义严格的字段顺序和必填项 4. 原子化操作指令 - 每条指令只包含单一动作 - 禁止复合句："读取并修改文件" → 拆分为两步 5. 状态显式传递 - 要求智能体在每次响应中重复关键上下文 - 避免依赖对话历史隐式记忆 具体模式 文件操作提示词模板 ``` 任务：修改文件 约束： - 目标路径：/absolute/path/to/file.ext - 操作类型：[READ | WRITE | PATCH | DELETE] - 若 PATCH，必须提供：原始片段（≥3 行上下文）、替换片段 输出格式： [CONFIRM] 路径：{path} 操作前哈希：{sha256} 操作后哈希：{sha256} 变更行数：{n} ``` REPL 代码执行提示词 ``` 环境：Node.js v20, 只读文件系统 /workspace 可用 API：{显式列出允许调用的模块} 执行规则： 1. 先输出 [PLAN] 步骤分解 2. 每步输出 [STEP n] 代码块，含超时设置 3. 禁止：eval、Function constructor、child_process 4. 副作用限制：仅允许写入 /tmp/output/* 错误处理： - 非预期异常 → 立即 [HALT] 并输出堆栈 - 预期异常 → [CATCH] 块显式处理 ``` 防注入模式 ``` 用户输入占位符：{{USER_INPUT}} 处理规则： - 所有 {{USER_INPUT}} 必须经 JSON.stringify 转义 - 禁止将用户输入拼接至模板字符串字面量 - 验证：输入长度 ≤ 4096，匹配预定义正则 ^[a-zA-Z0-9_]+$ ``` 状态机控制 ``` 当前状态：{IDLE | PENDING_CONFIRM | EXECUTING | ERROR} 允许转移： IDLE → PENDING_CONFIRM（需用户显式 [CONFIRM]） PENDING_CONFIRM → EXECUTING EXECUTING → IDLE | ERROR ERROR → IDLE（需 [RESET]） 禁止转移： 任何状态 → 绕过 PENDING_CONFIRM 的直接执行 ``` 验证清单 - [ ] 提示词是否包含"不要"类否定指令？改为正面约束 - [ ] 是否存在未量化的形容词（快速、大量、最近）？替换为具体数值 - [ ] 输出是否可被静态解析？避免自然语言包裹关键数据 - [ ] 边界情况是否覆盖：空输入、超长输入、特殊字符、并发请求 - [ ] 是否显式定义"完成"标准，而非依赖智能体推断 示例：安全的文件搜索任务 ``` [CONTEXT] 工作目录：/project/src .gitignore 已加载，排除路径：node_modules/, .git/, dist/ [TASK] 搜索所有引用 "deprecatedAPI" 的 TypeScript 文件 [CONSTRAINTS] - 文件扩展名限制：.ts, .tsx - 匹配模式：整词匹配，大小写敏感 - 最大结果数：50 - 单文件最大匹配行数：10 [OUTPUT_FORMAT] ```json { "search_id": "uuid-v4", "matches": [ { "file": "相对于工作目录的路径", "line": 整数, "column": 整数, "context": "前后各2行，共5行" } ], "truncated": true/false, "stats": {"files_searched": 整数, "files_matched": 整数} } ``` [VERIFICATION] 执行完成后，输出 [VERIFY] 标记并复述： - 实际扫描文件数 - 与 .gitignore 排除数 - 结果哈希：SHA256(matches 的 JSON 字符串) ```

Manage DNS records, routing policies, and failover configurations for high availability and disaster recovery.