Analytics & Monitoring Agent Skills for Windsurf (legacy)

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.

PostHog API for product analytics. Use when user mentions "PostHog",

PostHog error tracking for Python

PostHog error tracking for Web (JavaScript)

PostHog feature flags for Java applications