Web Researcher Mini

Firecrawl CLI for web scraping, crawling, and search. Scrape single pages or entire websites, map site URLs, and search the web with full content extraction....

This skill is an instruction-only adapter for the Firecrawl CLI and appears to do what it says (web scraping/search). However, the documentation expects a FIRECRAWL_API_KEY (and optional APIFY tokens) but the skill metadata does not declare these required credentials — so the agent will likely ask you for secrets at runtime. Before proceeding: (1) verify the firecrawl CLI package and its publisher on npm or the project's official website rather than trusting this skill bundle alone; (2) avoid pasting long-lived secrets into chat — prefer using the CLI's browser login or provide a limited-scope API key; (3) if you must set FIRECRAWL_API_KEY, consider using a session-specific or revocable key and export it only in your current shell (not persisted) until you confirm the tool's behavior; (4) be aware the instructions recommend adding the key to shell profiles and creating .firecrawl files — these are persistent actions you must perform yourself; (5) if you want stronger assurance, ask the skill author/source for the official upstream URL or package hash and inspect the CLI repository before installing.

Type: OpenClaw Skill Name: web-researcher-mini Version: 1.0.1 The bundle provides legitimate tools (firecrawl-cli and summarize) for web scraping and AI-driven summarization. The instructions are well-structured for an AI agent, promoting efficient resource management (e.g., using grep/head for large files) and standard authentication workflows. No evidence of malicious intent, data exfiltration, or harmful prompt injection was found; the use of environment variables and package managers (npm, brew) is consistent with the stated research purpose.