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Testing & QA · Google Cloud
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Runs the Airbyte protocol sweep for a source-snowflake image against the shared Snowflake integration account, in an isolated per-run schema. | airbytehq/ | 22k | — | ~918 | Automated safety check: Pass | Unknown | today |
| 2 | Debugs logical errors and data discrepancies in Dataflow templates by launching jobs via Terraform and comparing source (e.g. | GoogleCloudPlatform/ | 1.3k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Step-by-step runbook for creating, extending, and verifying integration tests in the GCSFuse repository. | GoogleCloudPlatform/ | 2.3k | — | ~5.6k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | Verify mql provider resource/field changes against real cloud infrastructure. | mondoohq/ | 412 | — | ~3.7k | Automated safety check: Pass | Unknown | today |
| 5 | Specific runner skill that delegates to the Template-Agnostic Meta-Test Orchestrator for the datastream-to-spanner (CDC) template. | GoogleCloudPlatform/ | 1.3k | — | ~572 | Automated safety check: Pass | Apache-2.0 | today |
| 6 | Skill for independently generating Integration Tests and performing End-to-End QA validation for newly added Spanner Migration Tool database sources. | GoogleCloudPlatform/ | 155 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 7 | 7.Canary Canary deployment with smoke tests — deploy to a zero-traffic revision, run health checks, and promote on success. | atelier-fashion/ | 171 | — | ~2.2k | Automated safety check: Pass | MIT | 10 days ago |
| 8 | Specific runner skill that creates integration tests for the gcs-spanner-dv (Data Validation) template. | GoogleCloudPlatform/ | 1.3k | — | ~517 | Automated safety check: Pass | Apache-2.0 | today |
| 9 | Skill to fetch latest nightly test results and metadata for Beta or GA providers from GCS test-metadata. | GoogleCloudPlatform/ | 974 | — | ~615 | Automated safety check: Pass | Unknown | today |
| 10 | Use this skill after every working session where Kotlin or Android code was created or modified, and ALWAYS before committing, opening a PR, or reporting work as done. | GerardPaligot/ | 152 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 11 | Specific runner skill that delegates to the Template-Agnostic Meta-Test Orchestrator for the sourcedb-to-spanner (Bulk) template. | GoogleCloudPlatform/ | 1.3k | — | ~475 | Automated safety check: Pass | Apache-2.0 | today |
| 12 | Specific runner skill that delegates to the Template-Agnostic Meta-Test Orchestrator for the spanner-to-sourcedb (Reverse Migration) template. | GoogleCloudPlatform/ | 1.3k | — | ~479 | Automated safety check: Pass | Apache-2.0 | today |
| 13 | Skill to automatically triage failing tests by reading test-metadata status files, matching GitHub issues, and generating a multi-section failure report. | GoogleCloudPlatform/ | 974 | — | ~1k | Automated safety check: Pass | Unknown | today |
| 14 | Guide for implementing a database source connector in the v2/datastream-to-spanner forward migration Dataflow template. | GoogleCloudPlatform/ | 1.3k | — | ~1.7k | Automated safety check: Notes | Apache-2.0 | today |
| 15 | Guide for implementing a database source connector in the v2/sourcedb-to-spanner forward migration Dataflow template. | GoogleCloudPlatform/ | 1.3k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 16 | Converts CXAS golden evaluations to SCRAPI SimulationEvals test cases. | GoogleCloudPlatform/ | 107 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 17 | Guide for implementing a database source connector in the v2/spanner-to-sourcedb reverse migration Dataflow template. | GoogleCloudPlatform/ | 1.3k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 18 | Process raw failure info (GitHub issue URL, direct prompt text, GCS debug log links, or local logs) and normalize it into a clean failure payload for test fixing. | GoogleCloudPlatform/ | 974 | — | ~1.4k | Automated safety check: Pass | Unknown | today |
| 19 | Template-agnostic Orchestrator Skill for generating and executing exhaustive testing suites for any migration template. | GoogleCloudPlatform/ | 1.3k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 20 | Skill for adding data type integ tests for new source by provided datatypemappingmatrix. | GoogleCloudPlatform/ | 1.3k | — | ~7.8k | Automated safety check: Notes | Apache-2.0 | today |
| 21 | Skill for adding functional integ test for new source by taking reference from existing MySQL integ tests. | GoogleCloudPlatform/ | 1.3k | — | ~6.2k | Automated safety check: Notes | Apache-2.0 | today |
| 22 | Workflow for fetching, triaging, analyzing, and reporting on nightly acceptance test results across Beta and GA Google Cloud Terraform providers. | GoogleCloudPlatform/ | 974 | — | ~1k | Automated safety check: Pass | Unknown | today |
| 23 | Snapshot OpenShift payload data (release controller, PR diffs, comments, CI jobs, JUnit results, regression tracking) to a local directory for offline analysis | openshift-eng/ | 120 | — | ~6.4k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 24 | Guides development and usage of I/O connectors in Apache Beam. | Kilo-Org/ | 190 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 11 days ago |