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AI 热点统一抓取，三路并行（AIHOT 精选 + opencli 9 平台热榜 + 抖音 AI 筛选），合并去重输出完整热点简报。其他 skill 需要热点数据时直接读简报文件。Use when 用户说"抓热点""AI热点""今天的AI精选""找选题""热点""redian"或提到AI新闻/热门话题/今日精选。

Define legal scope, rules of engagement, and authorization artifacts for downstream pentest execution.

Orchestrator and entry point for the seo-rescue plugin. Routes to the ten sub-skills covering SEO rescue work after Google Core Updates: free-tier audit, recovery framework, decision-maker PDF reports, channel economics, competitor gap analysis, weekly PSI tracking, AI search rescue, AI citations tracker (v0.4 — weekly cron measuring brand citations in ChatGPT/Perplexity/AI Overviews), GSC deep-di

Build transformer fine-tuning run plans with task settings, hyperparameters, and model-card outputs. Use for repeatable Hugging Face or PyTorch finetuning workflows.

Retest remediated findings, detect regressions, and generate remediation status and certification artifacts.

Using the FILE SYSTEM for context — scratch pads, plan persistence, dynamic skill loading, sub-agent file workspaces, and terminal log persistence. Use when the user asks to "offload context to files", "implement scratch pads", "persist agent plans", "use filesystem for agent memory", or mentions file-based context management, tool output persistence, or just-in-time context loading. NOT for in-co

Analyzes and rewrites content to maximize search engine visibility without sounding robotic.

Use quando o usuário deseja um resumo do dia dos commits do git ou um relatório diário baseado em commits, ou pergunta o que ele fez hoje.

Plan and orchestrate authorized Nmap host discovery, port and service enumeration, NSE profiling, and reporting artifacts for in-scope targets.

Coverage-aware agent workflow tool. Use PROACTIVELY before modifying files, making architecture decisions, debugging, or reviewing code. Reports which symbols Claude has read (Seen%) vs read in full (Full%). Use MCP tools mcp__ambit__coverage or mcp__ambit__coverage_file when available; fall back to bash.

Collect project brief and stack choices, then output canonical project-config.json for downstream web-builder skills.

Create, load, or summarize tasks via Graphiti MCP; triggers on 'tasks', 'list tasks', 'add task', usable by any model (Claude, Gemini).