data observability skills

monte-carlo-data/mc-agent-toolkit

Skill Claude CodeCodex

Investigate data incidents and find root causes using Monte Carlo's observability data. Guides the agent through systematic investigation: alert lookup, lineage tracing, ETL checks, query analysis, and data profiling. Activates when a user asks about data issues, incidents, alerts, or why data looks wrong.

monte-carlo-data/mc-agent-toolkit

Skill Claude CodeCodex

Generate SQL validation notebooks for dbt changes. Pass a GitHub PR URL or local dbt repo path.

monte-carlo-data/mc-agent-toolkit

Skill Claude CodeCodex

Analyze data coverage, create monitors for warehouse tables and AI agents. Covers coverage gaps, use-case analysis, data monitor creation, and agent observability.

EmbrasureAI/spark-observability-skills

Skill Claude CodeCodex

Diagnose slow, expensive, or regressed Apache Spark and PySpark applications by comparing runtime evidence against a healthy run. Use for long stages, stragglers, skew, shuffle, spill, garbage collection, poor parallelism, small files, slow scans, scheduler delay, executor imbalance, and unexplained compute-cost…

EmbrasureAI/spark-observability-skills

Skill Claude CodeCodex

Diagnose failed Apache Spark and PySpark applications from History Server evidence, logs, and cluster-manager state. Use for driver or executor crashes, out-of-memory errors, fetch failures, task exceptions, timeouts, repeated retries, aborted stages, and intermittent production failures.

EmbrasureAI/spark-observability-skills

Skill Claude CodeCodex

Optimize Apache Spark SQL and DataFrame queries using the final Adaptive Query Execution plan and runtime statistics rather than source code alone. Use to reduce runtime, shuffle, spill, scan cost, skew, join amplification, Python UDF overhead, poor partitioning, or unnecessary work while preserving query semantics.

dynatrace-oss/dynatrace-snowflake-observability-agent

Skill Claude CodeCodex

Create and update dashboard and workflow documentation.

dynatrace-oss/dynatrace-snowflake-observability-agent

Skill Claude CodeCodex

Load when working in the Dynatrace Snowflake Observability Agent (DSOA / SnowAgent) codebase or planning DSOA work. Provides full project context: plugin architecture, tech stack, code style mandates (pylint 10.00/10, black, sqlfluff), testing patterns (mock/live dual mode), documentation rules, build pipeline…

dynatrace-oss/dynatrace-snowflake-observability-agent

Skill Claude CodeCodex

Create and update Dynatrace dashboards for DSOA telemetry.

dynatrace-oss/dynatrace-snowflake-observability-agent

Skill Claude CodeCodex

Create and update Dynatrace workflows for DSOA automation.

dynatrace-oss/dynatrace-snowflake-observability-agent

Skill Claude CodeCodex

Create and update DSOA plugins — full development lifecycle from planning through validation.

dynatrace-oss/dynatrace-snowflake-observability-agent

Skill Claude CodeCodex

Review a pull request and process review comments left by others.

dynatrace-oss/dynatrace-snowflake-observability-agent

Skill Claude CodeCodex

AI-guided QA walkthrough for DSOA releases. Automates version detection, deployment commands, notebook deployment, and interactive test walkthrough. Use when a QA engineer needs to execute the DSOA release test suite.

dynatrace-oss/dynatrace-snowflake-observability-agent

Skill Claude CodeCodex

Create and update Snowflake synthetic test setups for DSOA telemetry validation.