What problem does it solve? Founders and builders on Stellar need to know who already competes in their space, how saturated a category is, and where the fundable whitespace lies before committing to a build. This Skill answers those questions with data instead of guesswork by querying a curated 728-project ecosystem database and a ~9000-repo Electric Capital developer activity dataset. ## Core Features & Use Cases - Ranked competitor tables: Filters the LumenLoop ecosystem DB by category and keyword overlap, then ranks the top 10-15 matches by SCF funding history and repo activity in a markdown table. - Stealth and dormant project detection: Mines Electric Capital repo data to surface emerging players not yet in the curated DB, abandoned attempts, keyword clusters, and same-name-different-chain false positives. - Whitespace and funding analysis: Cross-references category counts against SDF's published strategy pillars to show which stated priorities are underbuilt and likely to receive SCF funding. - Use Case: A founder asks "cual es la competencia de mi protocolo de vaults?" and receives a ranked table of SCF-funded competitors, a verdict on saturation, the closest rival's visible gap, and a concrete differentiation angle. ## Quick Start Ask the assistant to map the competitive landscape for your Stellar project idea, naming your protocol and category.
