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Nec

Community

@necatiincekara

4Followers
|
5Public Repos
|
17Published Skills

Agent Skills by Nec

Showing 17 vetted skills indexed across 1 GitHub repositories.

necatiincekaranecatiincekara

artifact-pack

Package repository artifacts into shareable packets with regenerated document formats.

Community
Advanced
necatiincekaranecatiincekara

paper-sync

Reconcile manuscript claims with experimental evidence and generate inconsistency reports.

Community
Intermediate
necatiincekaranecatiincekara

gradient-check

Diagnose gradient flow issues in hybrid quantum-classical training paths.

Community
Advanced
necatiincekaranecatiincekara

log-result

Log verified experimental results into docs/EXPERIMENTS.md and update related narratives.

Community
Intermediate
necatiincekaranecatiincekara

reconcile-results

Aggregate evidence from experiments, papers, notebooks, JSON logs, and checkpoints to identify and resolve study metric discrepancies.

Community
Advanced
necatiincekaranecatiincekara

status

Aggregate git state, checkpoints, and artifacts into a concise project status report.

Community
Advanced
necatiincekaranecatiincekara

roadmap-sync

Reconcile benchmark truth and publication strategy into a next-phase roadmap.

Community
Advanced
necatiincekaranecatiincekara

codex-audit

Compare repository Codex integration against official docs to build a usage matrix.

Community
Advanced
necatiincekaranecatiincekara

architecture

Design quantum-classical model architectures for Ottoman-Turkish character recognition.

Community
Advanced
necatiincekaranecatiincekara

benchmark-triage

Reconcile experiment metrics and benchmark docs to recommend the next training action.

Community
Intermediate
necatiincekaranecatiincekara

setup-env

Automate environment setup and validation for quantum ML projects.

Community
Intermediate
necatiincekaranecatiincekara

compare

Compare model versions and circuit variants from experimental evidence.

Community
Advanced
necatiincekaranecatiincekara

train

Orchestrate hybrid model training workflows with checkpoint handling and platform-aware execution.

Community
Intermediate
necatiincekaranecatiincekara

sync-colab

Synchronize local repository work with Google Colab while preserving checkpoints and experiment metadata.

Community
Intermediate
necatiincekaranecatiincekara

experiment

Plan and execute structured quantum-classical model experiments with ablations and diagnostics.

Community
Advanced
necatiincekaranecatiincekara

review-circuit

Review quantum circuit code for ansatz suitability, gradient flow, and barren plateau risk.

Community
Intermediate
necatiincekaranecatiincekara

performance-debug

Diagnose training slowdowns and bottlenecks in quantum-aware PyTorch/PennyLane pipelines.

Community
Advanced