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Systematic competitor analysis for developer tools. Track features, pricing, positioning, content strategy, and community sentiment for direct and indirect competitors.
Comprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for startup opportunities.
This skill should be used when the user asks for patterns, best practices, creation, or fixing of Sankhya dashboards using HTML, JSP, Java, and SQL.
Design and operationalize SRE dashboards that surface reliability, latency, error, saturation, and capacity signals across services.
Process use when you need to archive historical database records to
Optimize slow database queries — analyze execution plans, add indexes, rewrite queries. Use when asked about "slow query", "optimize SQL", "query performance", or "explain this query".
Database reconnaissance — full inventory of schema, migrations, data volume, backups, connection pooling, and query patterns. Use when asked to "assess this database", "understand the schema", or "database health check".
Execute use when you need to work with query optimization.
Diagnose and fix the top 15 ClickHouse errors \u2014 query failures,\
Configure ClickHouse enterprise RBAC \u2014 SQL-based users, roles,\
Execute ClickHouse schema migrations \u2014 ALTER TABLE operations,\
Manage the freshie ecosystem inventory database \u2014 a CMDB tracking\
Implement Snowflake reliability patterns: replication, failover, Time
Collect ClickHouse diagnostic data \u2014 system tables, query logs,\
Run PostgreSQL queries and meta-commands via CLI
Handle data lifecycle in ClickHouse — TTL expiration, data deletion (GDPR), column-level encryption, and audit logging with real ClickHouse SQL. Use when implementing data retention, GDPR deletion requests, or managing sensitive data in ClickHouse. Trigger: "clickhouse data retention", "clickhous...
Optimize ClickHouse Cloud costs — compute scaling, storage tiering, compression, and query efficiency for lower bills. Use when analyzing ClickHouse Cloud bills, reducing storage costs, or optimizing compute utilization. Trigger: "clickhouse cost", "clickhouse billing", "reduce clickhouse spend",...
Optimize ClickHouse query performance with indexing, projections, settings tuning, and query analysis using system tables. Use when queries are slow, investigating performance bottlenecks, or tuning ClickHouse server settings. Trigger: "clickhouse performance", "optimize clickhouse query", "click...
Monitor use when you need to work with monitoring and observability. This skill provides health monitoring and alerting with comprehensive guidance and automation. Trigger with phrases like "monitor system health", "set up alerts", or "track metrics".
MySQL performance optimization and best practices. Use this skill when writing, reviewing, or optimizing MySQL queries, schema designs, or database configurations.
Configure ClickHouse across dev, staging, and production with environment-specific settings, secrets management, and infrastructure-as-code patterns. Use when setting up per-environment ClickHouse instances, managing connection configs, or deploying to multiple environments. Trigger: "clickhouse ...
Monitor use when you need to work with monitoring and observability. This skill provides health monitoring and alerting with comprehensive guidance and automation. Trigger with phrases like "monitor system health", "set up alerts", or "track metrics".
Automatically discover database skills when working with SQL, PostgreSQL, MongoDB, Redis, database schema design, query optimization, migrations, connection pooling, ORMs, or database selection. Activates for database design, optimization, and implementation tasks.
Use when the user mentions database schema review, migration safety, GRDB migration audit, or SQLite schema checking.
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