Testing & Quality skills

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

inference_perf_hillclimb

Profiler-driven hill-climbing to close the inference throughput gap between TorchTitan's unified model (running inside vLLM) and vLLM's native model. Benchmark with generate.py --benchmark, climb optimization rungs (compile / cudagraph / fused kernels), profile torchtitan vs the native target, then patch the single biggest gap at a time and re-measure. Use when the user wants to benchmark or optimize RL inference generation speed, reproduce previous hill climbing study, or invokes /inference_perf_hillclimb.

5.53k repo starsObserved in 1 repos

Testing & Quality

argent-native-profiler

Native profiling for CPU hotspots, UI hangs, and memory leaks. Currently iOS-only (xctrace-backed); Android support (Perfetto/simpleperf) is on the roadmap. Use when diagnosing native-level performance issues.

5.52k repo starsObserved in 3 repos

Testing & Quality

argent-metro-debugger

Debug a React Native app via Metro CDP using argent debugger tools. Use when connecting to Metro, inspecting React components, reading console logs, or evaluating JavaScript in the app runtime.

5.52k repo starsObserved in 1 repos

Testing & Quality

argent-react-native-app-workflow

Step-by-step workflows for developing or debugging React Native apps on iOS simulator or Android emulator. Use when starting the app, debugging Metro, fixing builds, diagnosing runtime errors, or running tests.

5.52k repo starsObserved in 1 repos

Testing & Quality

argent-react-native-optimization

Optimizes a React Native app by profiling first to find real bottlenecks, then sweeping for mechanical issues. Entry-point for all performance work. Use when the app feels slow, user asks to optimize, fix re-renders, reduce jank, or improve startup. Delegates to argent-react-native-profiler for measurement.

5.52k repo starsObserved in 1 repos

Testing & Quality

issue-bulk-process

Bulk triage and reproduce multiple SkiaSharp GitHub issues in a single command. Orchestrates parallel triage agents then serial reproduction agents, and presents a consolidated summary. Triggers: "bulk process issues", "triage and repro these issues", "process issues 3400 3428 3429", "process the newest 10 issues", "bulk triage", "batch process issues", any request to triage or reproduce multiple issues at once.

5.51k repo starsObserved in 1 repos

Testing & Quality

issue-fix

Fix bugs in SkiaSharp C# bindings. Structured workflow for investigating, fixing, and testing bug reports. Triggers: Crash, exception, AccessViolationException, incorrect output, wrong behavior, memory leak, disposal issues, "fails", "broken", "doesn't work", "investigate issue", "fix issue", "look at #NNNN", any GitHub issue number referencing a bug. For adding new APIs, use `api-add-review` skill instead.

5.51k repo starsObserved in 1 repos

Testing & Quality

issue-repro

Reproduce a SkiaSharp issue systematically and capture structured reproduction results. Handles bugs (verify reported behavior) and enhancements (confirm feature is missing). Produces schema-validated JSON with step-by-step commands, outputs, environment details, and conclusion. Triggers: "repro #123", "reproduce #123", "reproduce issue", "try to reproduce", "can you reproduce", "repro this bug", "create reproduction".

5.51k repo starsObserved in 1 repos

Testing & Quality

memory-leak-fixer

Scan SkiaSharp for native ownership / disposal memory leaks AND fix them with a red→green regression test. Two combined modes in one skill: (1) SCAN — hunt the SkiaSharp leak signature (undisposed SKObject handle, wrong `owns:` flag, same-instance double-dispose, unremoved event/handler subscription, `fixed`-pointer lifetime) and empirically confirm it; (2) FIX — write a failing regression test, implement the minimal idiomatic fix, prove it goes green, and open a PR. Triggers: "memory leak", "leak scan", "leak hunter", "find leaks", "disposal bug", "not disposed", "undisposed handle", "owns flag", "double free", "AccessViolation on dispose", "native memory grows", "handle leak", "GC does not collect SKObject", "fix the leak", any request to proactively find or fix SkiaSharp memory/disposal leaks. For a user-reported functional bug that is not a leak, use `issue-fix` instead.

5.51k repo starsObserved in 1 repos

Testing & Quality

performance-fixer

Scan SkiaSharp for managed-C# performance opportunities AND fix them, proving each with a BenchmarkDotNet measurement plus a behaviour-parity test. Two modes: (1) SCAN — hunt the SkiaSharp perf signature (pure math round-tripping through native P/Invoke, an allocating parse/convert helper or missing Span overload, a hot getter redoing native lookups every call, per-element interop in a loop, avoidable marshalling/struct copies, or an unsized/ contended collection) and prove the win with a benchmark; (2) FIX — implement the minimal managed optimization, prove it is faster AND behaviour-identical, and open a PR. Triggers: "performance", "perf scan", "optimize", "make it faster", "hot path", "reduce allocations", "P/Invoke overhead", "interop overhead", "speed up", "port to managed", "add Span overload", "cache the wrapper", "why is this slow", any request to find or fix SkiaSharp managed performance problems. For a functional bug use `issue-fix`; for a memory/disposal leak use `memory-leak-fixer`.

5.51k repo starsObserved in 1 repos

Testing & Quality