Analytics & Monitoring Agent Skills for Devin Desktop

Validate a PBIP so Desktop can open it and the pack is structurally sound.

Validate whether an analysis is accurate, well-supported, and ready to share or use for a decision.

Synthesizes intrinsic (DCF) and relative (multiples) valuation outputs into a final value estimate and investment recommendation.

Given a current win probability and a downside asymmetry flag, recommends a variance-seeking, neutral, or variance-minimizing posture and…

Monitor Vast.ai GPU instance health, utilization, and costs.

Embedding strategies, ANN algorithms, hybrid search, RAG chunking strategies, and reranking for semantic search and retrieval.

Run deterministic financial models for startup valuation and SaaS health analysis.

Use when an agent does structured Pydantic extraction from an LLM and deterministic post-checks are cheap.

Dataset version control for research reproducibility.

Use when tracking SaaS metrics — MRR, churn, CAC, and financial analysis.

Generate a report about a video

Facilitates seamless communication and debugging for electronic test instruments using VISA protocols and SCPI commands.

Use when the user shares, pastes, or references an image (local path or URL) and you need to describe, analyze, or recognize its content…

Fine-tune vision-language models (VLMs) with supervised learning on image+text data.

Generate an HTML dashboard visualizing all installed Claude Code skills, plugins, and MCP servers with usage statistics and martial arts…

Helps PostHog engineers and agents pick the right chart when a request is about visualizing change over time, before/after comparisons, or…

Discovers and analyzes open-source contribution opportunities across the vLLM repository for community developers.

Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching.

Fetches, categorizes, and generates structured reports on multimodal-related open issues from the vLLM repository.

Analyze live W&B Models and Weave project data using the W&B MCP server, including runs, histories, configs, traces, evaluations…

Evaluate available free agents and recommend waiver claims with a bid for each.