Testing & Quality skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

review-fixes-native-image-run-fail

Review pull requests with the `fixes-native-image-run-fail` label in graalvm-reachability-metadata. Use when asked to review or triage a PR that fixes a native-image runtime failure for an existing library version update. Focus on validating the runtime/native fix, keeping the diff scoped, and ensuring the dynamic-access coverage percentage does not drop by more than 20 percentage points between the previously tested version and the new version.

469 repo starsObserved in 1 repos
Testing & Quality
GitHub

review-library-bulk-update

Review automated pull requests with the `library-bulk-update` label in graalvm-reachability-metadata. Use when asked to review or triage a PR that bumps tested versions for existing libraries, including approve vs close decisions, CI checks, diff-scope validation, and verification of `source-code-url`, `test-code-url`, `documentation-url`, and `repository-url` changes.

469 repo starsObserved in 1 repos
Testing & Quality
GitHub

review-library-new-request

Review pull requests with the `library-new-request` label in graalvm-reachability-metadata. Use when asked to review or triage a PR that adds metadata and tests for a new library, including PRs titled like `[GenAI] Add support for com.fasterxml:classmate:1.5.1 using gpt-5.4`. Focus on catching scaffold-only tests, version-pinned or package-bypassing tests, and PRs that push more than one library.

469 repo starsObserved in 1 repos
Testing & Quality
GitHub

review-library-update-request

Review pull requests with the `library-update-request` label in graalvm-reachability-metadata. Use when asked to review or triage a PR that updates metadata/tests for an existing library version, especially generated PRs titled like `[GenAI] Improve coverage for group:artifact:version using gpt-5.5`. Focus on preserving dynamic-access coverage percentage between versions, verifying reporter-requested metadata is present and exercised by tests, and applying the relevant test/scope rules from new-library reviews without requiring a minimum new-library dynamic-access coverage threshold.

469 repo starsObserved in 1 repos
Testing & Quality
GitHub

source-command-release-check

Run the full pre-release verification gate (lint, types, tests, coverage) and report readiness

469 repo starsObserved in 1 repos
Testing & Quality
GitHub

vector-bench

Benchmark a vector dataset against OpenData Vector. Handles three modes — built-in dataset (sift, cohere, deep, …), bench-format custom (fvecs/bvecs/parquet you already have), or raw embeddings (npy / single parquet) that need to be converted first. Generates the config, generates ground truth if missing, runs the bench, and writes a summary.

467 repo starsObserved in 1 repos
Testing & Quality
GitHub

uat-testing

End-to-end User Acceptance Testing for web applications. Analyzes branch changes and specs to generate exhaustive test cases, sets up the local environment, executes tests via Playwright browser automation, and produces a pass/fail results report with screenshots and fix documentation. Use when the user says "run UAT", "test this feature", "UAT testing", "acceptance test", "test my branch", "generate test cases", or wants to verify a feature branch against its spec before merge.

466 repo starsObserved in 1 repos
Testing & Quality
GitHub

recce-mcp-e2e

Use when MCP server code is modified and needs full E2E verification against a real dbt project. Triggers after changes to recce/mcp_server.py, MCP tool handlers, single-env logic, or error classification. Also use before merging MCP PRs.

463 repo starsObserved in 2 repos
Testing & Quality
GitHub

team-perf-opt

Unified team skill for performance optimization. Coordinator orchestrates pipeline, workers are team-worker agents. Supports single/fan-out/independent parallel modes. Triggers on "team perf-opt".

463 repo starsObserved in 1 repos
Testing & Quality
GitHub

team-quality-assurance

Unified team skill for quality assurance. Full closed-loop QA combining issue discovery and software testing. Triggers on "team quality-assurance", "team qa".

463 repo starsObserved in 1 repos
Testing & Quality
GitHub