Testing & Quality skills

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

review-performance

Review Apache Pinot diffs for performance regressions in hot paths — per-row allocations, autoboxing, virtual dispatch in tight loops, large synchronized sections on the query path, unnecessary ByteBuffer copies, string concat in loops, and missing fast-paths for common types. Trigger keywords — TransformOperator, FilterOperator, ForwardIndexReader, segment scan, per-row, query hot path, allocation, autoboxing, JMH, benchmark.

6.11k repo starsObserved in 1 repos
Testing & Quality
GitHub

review-process-scope

Review Apache Pinot diffs for process and scope discipline — PR size, single-concern commits, commit message clarity, referenced issues/PRs on reverts, anti-patterns like "add retry to fix flake", labels (backward-incompat), rolling-upgrade notes, and TODO hygiene. Trigger keywords — revert, retry, flake, TODO, backward-incompat, rolling upgrade, PR description.

6.11k repo starsObserved in 1 repos
Testing & Quality
GitHub

review-testing

Review Apache Pinot diffs for test coverage and test quality — positive + negative cases, real dictionaries vs mocks, rolling-upgrade / mixed-version tests, null-handling toggle coverage, exhaustive type coverage for aggregators/operators, integration-test base-class choice (reject standalone clusters unless special setup is needed; prefer `CustomDataQueryClusterIntegrationTest`), assertion quality, and regression tests that reproduce the bug. Trigger keywords — Test, TestNG, JUnit, Mockito, mock, integration test, assertEquals, assertThrows, regression, null handling test, mixed version, CustomDataQueryClusterIntegrationTest, BaseClusterIntegrationTest.

6.11k repo starsObserved in 1 repos
Testing & Quality
GitHub

meta-pre-commit-quality-gate

Run three quality gates (ruff + mypy + pytest) in parallel over the staged diff, then arbitrate a single BLOCK/APPROVE verdict. Use before committing changes locally when you want a comprehensive pre-commit gate beyond per-file linting — exactly the same gate set CI enforces.

6.08k repo starsObserved in 1 repos
Testing & Quality
GitHub

stack-trace-generic-probe

Internal helper for meta-stack-trace-investigator. Use when a stack trace language is unknown and the workflow needs language-neutral failure-contract checks, reproducer guidance, and patch targets.

6.08k repo starsObserved in 1 repos
Testing & Quality
GitHub

stack-trace-go-probe

Internal helper for meta-stack-trace-investigator. Use when a Go panic or stack trace needs Go-specific nil/error checks, go test reproducer guidance, and patch targets.

6.08k repo starsObserved in 1 repos
Testing & Quality
GitHub

stack-trace-js-probe

Internal helper for meta-stack-trace-investigator. Use when a JavaScript or TypeScript stack trace needs npm/node/tsc-specific checks, reproduction guidance, and patch targets.

6.08k repo starsObserved in 1 repos
Testing & Quality
GitHub

stack-trace-python-probe

Internal helper for meta-stack-trace-investigator. Use when a Python traceback needs Python-specific root-cause checks, pytest reproducer guidance, and defensive patch targets.

6.08k repo starsObserved in 1 repos
Testing & Quality
GitHub

stack-trace-rust-probe

Internal helper for meta-stack-trace-investigator. Use when a Rust panic or backtrace needs Rust-specific Result/Option checks, cargo test guidance, and patch targets.

6.08k repo starsObserved in 1 repos
Testing & Quality
GitHub

swe-bench

Run SWE-bench instances with an OpenSquilla agent inside the official Docker images. Trigger when the user wants to run/solve/evaluate a SWE-bench instance (e.g. 'run django__django-16429', 'test OpenSquilla on SWE-bench', '跑一道 SWE-bench 题'), benchmark the agent on SWE-bench_Verified or SWE-bench_Multilingual, or check whether a generated patch resolves an instance. Optional dependency — install via `pip install opensquilla[swebench]`; also needs the docker CLI and an OPENROUTER_API_KEY.

6.08k repo starsObserved in 1 repos
Testing & Quality
GitHub