Analytics & Monitoring Agent Skills

Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis.

Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence…

Skills for Open-ST spatial transcriptomics data processing, from raw BCL files to spatially-resolved single-cell h5ad objects.

Audit, compare, and document Opik integrations across Python SDK, TypeScript SDK, and OTEL/API backend.

Suggest concrete optimizations for Claude Code usage based on historical session data.

Generate an interactive options payoff curve chart with dynamic parameter controls.

Orchestrates end-to-end autonomous AI research projects using a two-loop architecture.

Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics.

Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag).

Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM.

Evaluates LLMs across 100+ benchmarks from 18+ harnesses (MMLU, HumanEval, GSM8K, safety, VLM) with multi-backend execution.

Open-source AI observability platform for LLM tracing, evaluation, and monitoring.

Inspects the OrchestKit telemetry pipeline for the current project — lists all known telemetry files with write counts, sizes, schema…

Outcome KPI definition methodology - synthesizes Who Does What By How Much (Gothelf/Seiden), Running Lean (Maurya), and Measure What…

Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers…

Access RCSB PDB for 3D protein/nucleic acid structures.

Cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry.

Orchestrates performance optimization workflows using static code analysis to identify bottlenecks (N+1 queries, missing indexes, O(n^2)…

When the user wants to optimize pharmaceutical supply chains, manage cold chain logistics, ensure regulatory compliance, or implement…

Build and analyze phylogenetic trees using MAFFT (multiple alignment), IQ-TREE 2 (maximum likelihood), and FastTree (fast NJ/ML).

View audit logs, decision traces, and session history for AI transparency.