Octolens

**Judgement:** Octolens is a strong, well-scoped skill for cross-platform brand monitoring and mention analysis, with robust filtering and sentiment support. It appears mature (good docs, clear workflow, examples) and fit for production-oriented monitoring/analytics tasks. **Key strengths:** - Comprehensive mention retrieval across many platforms. - Advanced, well-specified filtering (simple AND + complex AND/OR groups, exclusions, follower thresholds, date ranges, tags, bookmarks, engagement). - Good integration patterns: keywords and saved views, plus helper scripts and example requests. **Main risks / limitations:** - Hard dependency on a valid Octolens API key supplied by the user; the skill is unusable without it. - External service reliability and rate limits (500 requests/hour) may constrain heavy or real-time use. - Complex boolean filtering may be error-prone if the agent or user mis-specifies groups/conditions. **Recommended scenarios:** - Ongoing brand/social listening, reputation and PR monitoring, and campaign tracking. - Product feedback mining and sentiment trend analysis across technical and social platforms. - High-signal mention discovery (e.g., high-follower or engaged posts) and triage workflows where saved views and tags are already configured in Octolens.