Testing & Quality skills

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

captum

Captum (PyTorch) — model interpretability and feature attribution. Integrated Gradients, DeepLIFT, SmoothGrad, Occlusion, SHAP approximation, and Layer-wise Relevance Propagation. For vision and text models.

320 repo starsObserved in 1 repos
Testing & Quality

debug-like-expert

Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verification. Use when standard troubleshooting fails or when issues require systematic root cause analysis.

320 repo starsObserved in 1 repos
Testing & Quality

label-quality-audit

Audit label quality using confident learning (Northcutt et al.), cross-validation noise detection, and per-class error analysis. Identifies mislabeled examples for review.

320 repo starsObserved in 1 repos
Testing & Quality

react-native-harness

Write and debug React Native Harness tests for app code. Use when the user asks to create or fix tests that import from react-native-harness, mock modules, spy on functions, render React Native components on-device, use setupFiles or setupFilesAfterEnv, or add optional UI tests with @react-native-harness/ui.

320 repo starsObserved in 1 repos
Testing & Quality

rust-compiler-diagnostics

Use when Rust code fails to compile, Clippy reports lints, borrow checker errors appear, lifetimes are unclear, or cargo diagnostics need systematic triage.

320 repo starsObserved in 1 repos
Testing & Quality

test-package

Run tests for a single genblaze package or for only packages whose files changed since main. Use when iterating on a specific connector or after a focused edit — much faster than `make test` across all 13 packages.

320 repo starsObserved in 1 repos
Testing & Quality

verify-docs

Audit docs/* and root markdown for staleness. Checks `last_verified` headers against git mtime, validates Python code examples parse, checks cross-reference links resolve. Use monthly, before release, or after any large refactor.

320 repo starsObserved in 1 repos
Testing & Quality

web-quality-audit

Comprehensive web quality audit covering performance, accessibility, SEO, and best practices. Use when asked to "audit my site", "review web quality", "run lighthouse audit", "check page quality", or "optimize my website".

320 repo starsObserved in 1 repos
Testing & Quality

API Triage

Investigates API integration failures and remote behavior.

318 repo starsObserved in 1 repos
Testing & Quality