Short Form Market Research Brain

Real-time social intelligence across TikTok, YouTube Shorts, and Instagram Reels — powered by the Virlo API

This skill appears to be what it says: an agent integration for the Virlo short-form analytics API that needs only your Virlo API key. Before installing: 1) Verify the dev.virlo.ai links and developer identity (clawhub.json lists 'virlo' and dev.virlo.ai) to ensure you're giving credentials to the right service. 2) Expect to supply and store a Virlo API key (virlo_tkn_...), and consider using a key with limited scope or a dedicated account. 3) Review credit costs and set expectations — many operations consume credits; track X-Credits-Remaining and avoid unexpected charges. 4) Note metadata mismatches (registry says no env vars but SKILL.md requires api_key, and version/homepage differ); ask the publisher to reconcile them if that matters for your governance. 5) Because the skill can be invoked autonomously (normal default), only enable it if you're comfortable the agent may call the Virlo API on your behalf. If any of these points are unclear, request the publisher clarify the metadata and provide an authoritative homepage or source repository before installing.

Type: OpenClaw Skill Name: short-form-market-research-brain Version: 1.1.0 The skill is a legitimate integration for the Virlo API, providing social media intelligence and market research capabilities across TikTok, YouTube, and Instagram. It uses standard API authentication and documented REST endpoints at api.virlo.ai. No evidence of malicious intent, data exfiltration, or harmful prompt injection was found; the instructions and examples are consistently aligned with the stated purpose of analyzing social media trends and creator performance.