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Found 5 Skills
Interactive debugging mode that generates hypotheses, instruments code with runtime logs, and iteratively fixes bugs with human-in-the-loop verification. Only for hard-to-diagnose bugs; in those cases, remind the user that debug-mode is available, and never proactively activate this skill.
Debug silent corruption when a MAX model loads, compiles, serves, and generates tokens but output disagrees with a reference implementation. Use whenever parity debugging stalls on scalar taps, the model returns gibberish or wrong greedy tokens, logit cosine is high but argmax differs, or generation is coherent then diverges — during an architecture port, a quantization bring-up, a multi-GPU conversion, or after a MAX upgrade. Triggers on "parity failure", "silent corruption", "logits match but tokens diverge", "top-1 mismatch", "greedy divergence", and "model serves but generates garbage". Not for crashes on load or pre-serve scaffolding (use import-model). Mandates reference-vs-MAX tensor-dump comparators first, verify fixes numerically before recompiling, and serve-vs-pipeline bisect when dumps match but text diverges.
Diagnose reproducible bugs using temporary runtime probes and captured evidence.
Build an Expo React Native Android APK on GitHub Actions without EAS. Use when the user wants to build an APK/AAB from CI, set up a GitHub Actions workflow for expo prebuild + gradle assembleRelease, fix Android build failures in CI (Kotlin metadata mismatch, play-services-ads version conflicts, RNGMA/patch-package), download the APK artifact, or asks why the Android build fails with "incompatible version of Kotlin". Covers APK (release-signed via keystore, or debug-signed for quick tests) vs AAB (Play Store) choices and native dependency pinning. For signing/verify specifics (Play Console debug-mode rejections, apksigner vs jarsigner) see the android-release-signing skill.
Execute troubleshoot common Sentry integration issues and fixes. Use when encountering Sentry errors, missing events, or configuration problems. Trigger with phrases like "sentry not working", "sentry errors missing", "fix sentry", "sentry troubleshoot".