tidewave-integration
Tidewave MCP runtime tools — debugging, smoke testing, live state inspection, SQL queries, hex docs. Use when evaluating code in a running Phoenix app.
485 repo starsObserved in 1 repos
Testing & Quality
Testing & Quality skills
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
ts-memory-baseline
Measure and compare TypeScript memory usage for @regle/core and test typechecks. Use when checking TS server pressure, type-level perf regressions, or before/after heavy generic typing changes.
484 repo starsObserved in 1 repos
Testing & Quality
shopify-app-integration-testing
Writing application-level tests for a Laravel Shopify app that uses kyon147/laravel-shopify.
483 repo starsObserved in 1 repos
Testing & Quality
hipfire-autoheal
Triage and repair hipfire runtime failures such as daemon hangs, stale serve.pid, port 11435 conflicts, ROCm include-path problems, missing precompiled kernels, VRAM OOM, kernel JIT failures, and multi-turn recall regressions. Use after diagnostics identify a likely runtime issue or when the user asks to fix a broken hipfire serve/run flow.
482 repo starsObserved in 2 repos
Testing & Quality
astrea
Use for hipfire quant calibration, imatrix-driven experiments, KLD/PPL quality evaluation, k-map/format selection, MQ/HFQ/HFP/MFP tradeoff work, ParoQuant-style weight transform planning, and KV policy planning. Use when deciding whether a calibrated model candidate should be promoted, rejected, packaged, or sent through Atlas for AR/DFlash perf validation.
482 repo starsObserved in 1 repos
Testing & Quality
code_review
Review code for bugs, style issues, and improvement opportunities
482 repo starsObserved in 1 repos
Testing & Quality
gfx-kernel-metadata
Extract VGPR/SGPR/LDS/spill counts and AMDGPU notes from a compiled HIP kernel `.hsaco` for any AMD GPU arch (CDNA wave64 — gfx906/908/90a/942 — and RDNA wave32 — gfx1010 through gfx12). Lets you compute theoretical occupancy and identify register-pressure / LDS-pressure constraints.
482 repo starsObserved in 1 repos
Testing & Quality
hipfire-diag
Run and interpret hipfire GPU diagnostics for ROCm/HIP bring-up, missing kernels, test_kernels failures, inference smoke failures, and install/runtime environment problems. Use when a user asks to diagnose hipfire, check GPU readiness, run baseline tests, or explain diagnostic output.
482 repo starsObserved in 1 repos
Testing & Quality
hipfire-kernel-atlas
Use Kernel Atlas to collect phase-aware hipfire measurements and render ISA Fit View visualizations for AMD GPU kernels, quant formats, and architectures. Use when a user asks how MQ/HFQ/HFP/Q8 quants occupy hardware, asks for an ASCII ISA visualization, wants to compare gfx1010/gfx1030/gfx11/gfx12 kernel fit, or wants an agent-readable "left on table" summary from Atlas rows.
482 repo starsObserved in 1 repos
Testing & Quality
hipfire-kernel-tuning
Optimize hipfire HIP/compute kernels — pick a tuning lever (multi-row, K-tile depth, prefetch, wave-size port, WMMA/MFMA, fused projections, ISA flags) and validate the win across the supported RDNA arch matrix. Use when you've identified a hot kernel, want to land a real perf win, and need to NOT regress on archs you don't have hardware for. Codifies the methodology from this repo's actual perf history — wave64 CDNA3 port (commit 4105035, 2× decode), nontemporal-load revert (34eb024, -13% caught only by clean-baseline bisect), gfx12 WMMA port (PR
482 repo starsObserved in 1 repos
Testing & Quality