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USPTO Patent & Trademark Data Workflow
Data & AI
Workflow for retrieving official USPTO patent and trademark records via APIs like PatentSearch and TSDR, supporting reproducible IP research.
Portfolio Risk Assessment
Data & AI
Assess portfolio risk with neural-trader: VaR, CVaR, Sharpe, position sizing, and circuit breaker status.
MM3 LM Adapter Training
Data & AI
Validated recipe for training MiniMax-Music3 style adapters (album clones) with ace-train mm3-lm-train, covering hyperparameters, cropping, and checkpoint selection.
Enrich Open Calls
Data & AI
Reads ИСУН procedure documents to extract budget, aid rate, grant range, and eligibility, with a deterministic currency gate and human sign-off.
Health Assistant
Data & AI
A skill for medical information analysis, symptom tracking, and wellness guidance.
LLM Prompt Formatting with RAG Context
Data & AI
Formats prompts for different LLM providers (Claude, GPT, Gemini, etc.) and uses HNSW search for context retrieval.
Airflow DAG Patterns
Data & AI
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use for data pipelines, workflow orchestration, and batch jobs.
Audit Wasserstein Order Consistency
Data & AI
Scans manuscripts and code for W1 vs W2 inconsistencies, enforcing the project's Wasserstein metric standard.
Cost-Aware LLM Pipeline
Data & AI
Patterns for controlling LLM API costs: model routing by task complexity, budget tracking, retry logic, and prompt caching.
Family Health Analyzer
Data & AI
Analyzes family medical history, assesses genetic risks, identifies family health patterns, and provides personalized preventive recommendations.
Eval Coverage Audit
Data & AI
Retroactively audit an executed AI phase's evaluation coverage. Scores each dimension and produces an actionable EVAL-REVIEW.md with remediation plan.
Prediction Tracking
Data & AI
Track and evaluate AI predictions over time to assess accuracy. Use it to review past predictions and determine whether they came true, failed, or remain uncertain.