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AndyLiuin
GitHub creator profile

AndyLiuin

Repository-level view of 17 collected skills across 1 GitHub repositories, including approximate occupation coverage.

skills collected
17
repositories
1
occupation fields
3
updated
2026-04-12
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Where the skills live

Top repositories by collected skill count, with their share of this creator catalog and occupation spread.

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Repositories and representative skills

#001
QEC-Autoresearch-Skills
17 skills131updated 2026-04-12
100% of creator
choosing-qec-decoders
Software Developers

Provides guidance for choosing among QEC decoder backends such as ldpc, PyMatching, fusion-blossom, Chromobius, MWPF, tesseract-decoder, and MQT QECC based on artifact shape, code family, noise model, and validation goals.

2026-04-12
decoding-with-fusion-blossom
Data Scientists

Guides exact-MWPM graphlike decoding with fusion-blossom, including erasure-aware matching updates, while keeping clear boundaries with PyMatching and non-graphlike decoder lanes.

2026-04-12
decoding-with-pymatching
Data Scientists

Provides guidance for decoding graphlike Stim detector models and sampled trajectories with PyMatching, using the repo's registry-backed decoder service and explicit graphlike-DEM constraints.

2026-04-12
decoding-with-tesseract-decoder
Data Scientists

Guides search-based decoder planning with tesseract-decoder for small or medium QEC studies, keeping its baseline value separate from scalable matching or hypergraph lanes.

2026-04-12
planning-qec-workflows-with-mqt-qecc
Software Developers

Guides use of MQT QECC for toolkit-native code, decoder, color-code, and state-preparation workflows while keeping clear boundaries with Stim-native and qLDPC-native lanes.

2026-04-12
reproducing-folded-h-magic-state-cultivation
Physicists

Guides reproduction of folded-H surface-code cultivation workflows from the MSC_foldedH repo, including sample-circuit inspection, handoff runs, and boundaries around the currently supported stabilizer-based escape path.

2026-04-12
reproducing-magic-state-cultivation-workflows
Software Developers

Guides staged reproduction of magic-state-cultivation workflows from Strilanc's reference repo, including circuit generation, long-run statistics collection, and plot regeneration without collapsing those stages together.

2026-04-12
simulating-cc-code-surgery-protocols
Data Scientists

Guides color-code and related surgery-protocol simulation using local surgery implementations, with explicit matrix, circuit, detector-model, and decoder validation stages.

2026-04-12
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