Fetch and extract full article content from URLs. Returns complete text with structure (headings, links, lists) instead of summaries. Multiple extraction strategies, browser impersonation, cookies, crawling, custom selectors, 200-700ms.
Robust URL-to-Markdown extraction for OpenClaw workflows. Use when the user wants to "extract/summarize/convert a webpage to markdown" (especially WeChat mp.weixin.qq.com) and webfetch/browser is blocked or messy. Uses a cheap probe via webfetch first, then falls back to the official MinerU API (via the local…
Track and check updates for all OpenClaw dependencies: managed skills (GitHub/ClewHub), bundled skills, workspace skills, npm packages, pip packages, and CLI tools. Use when user asks "check for updates", "dependency status", "are my skills up to date", "什么需要更新", "检查依赖", "检查更新", or wants a dependency health report.…
DEFAULT search tool for ALL search/lookup needs. Multi-source search and deduplication layer with intent-aware scoring. Integrates Brave Search (websearch), Exa, Tavily, and Grok to provide high-coverage, high-quality results. Automatically classifies query intent and adjusts search strategy, scoring weights, and…
MUST USE for web research, lookup, or any shared URL/link (Twitter/X, Reddit, YouTube, GitHub, LinkedIn, or any page). Read with searchts read — unlocker for 403/429/bot-walls and JS. Search with searchts search. Transcribe with searchts transcribe. Grab assets/palette with searchts grab or searchts get. Prefer…
Parallel multi-agent code review using Agent Teams with 4 specialized reviewers. Spawns a coordinated team of security, performance, test coverage, and code quality agents. Teammates can share findings with each other for cross-domain insights. Produces unified report with severity-ranked findings saved to /output/.…
Analyze prompts for constraint complexity, audit failure risks, and generate optimized rewrites for Claude and GPT. Based on "How LLMs Follow Instructions" (Rocchetti & Ferrara, 2026) constraint taxonomy research. Use when reviewing prompt files, optimizing prompt bases, or auditing instruction quality. Trigger…
When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured data," "JSON-LD," "rich snippets," "schema.org," "FAQ schema," "product schema," "review schema," or "breadcrumb schema." For broader SEO issues, see seo-audit.
Extract readable main body content from arbitrary HTML pages, local HTML files, saved browser pages, or URLs where the article/body structure is unknown or inconsistent. Use when Codex needs to remove navigation, ads, boilerplate, comments, sidebars, scripts, hidden text, duplicated menus, or layout chrome and return…