sim-to-real-transfer-skill
Techniques for minimizing simulation-to-reality gap and validating transfer
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Techniques for minimizing simulation-to-reality gap and validating transfer
GraphQL schema design and optimization with federation support
Cryptographic key lifecycle management orchestration including generation, rotation, and destruction across key management systems
CVE and CWE database querying and management
Docker containerization for web apps, multi-stage builds, and optimization.
TanStack Query (React Query) patterns for server state management, caching, mutations, optimistic updates, and infinite queries.
Pattern extraction, confidence-scored evaluation, skill creation, organization, versioning, and cross-project export pipeline.
Complexity-based task routing with Q-Learning optimization, Agent Booster WASM fast-path, and Mixture-of-Experts model selection.
Few-shot example generation and optimization for improved LLM performance
Hugging Face transformer model fine-tuning and inference for intent classification
Rasa NLU pipeline configuration and training for intent and entity extraction
Automated Big-O complexity analysis of code and algorithms. Performs static analysis of loop structures, recursive call trees, space complexity estimation, and amortized analysis with detailed derivation documents.
Maintain and match against a library of classic dynamic programming patterns. Provides pattern matching, template code generation, variant detection, and problem-to-pattern mapping for DP problems.
Model optimization problems as network flow problems
Generate optimized prime sieves and factorization routines
Assist in constructing algorithm correctness proofs
Generates semantic layer definitions for BI tools from dimensional models