Analytics & Monitoring Agent Skills for Windsurf (legacy)

Use when querying CMF metadata programmatically — listing pipelines, stages, executions, artifacts; tracing lineage; comparing…

Checks blocking IO in async, unnecessary allocations, sync sleep, string concat in loops, redundant copies.

Runway common errors \u2014 AI video generation and creative AI platform.\n\

Runway deploy integration \u2014 AI video generation and creative AI\

Runway local dev loop \u2014 AI video generation and creative AI platform.\n\

Runway rate limits \u2014 AI video generation and creative AI platform.\n\

Runway sdk patterns \u2014 AI video generation and creative AI platform.\n\

When to activate: Rust tracing, logging, metrics, spans, instruments, OpenTelemetry, tracing-subscriber, prometheus, structured logging

Calculates and benchmarks critical SaaS growth metrics like ARR, MRR, churn, and LTV within the Claude Code environment.

Train sparse autoencoders to interpret model features.

Use when the user asks to design a multi-agent system, pick an orchestration pattern (supervisor/swarm/pipeline), generate tool schemas…

Design production-grade multi-agent workflows with clear pattern choice (sequential, parallel, hierarchical), handoff contracts, failure…

Set up, audit, and debug analytics tracking implementation — GA4, Google Tag Manager, event taxonomy, conversion tracking, and data quality.

Use when reviewing or rebalancing direct vs. partner-led channel economics — computing fully-loaded cost-to-serve per channel, channel ROI…

Chief Data Officer advisory for startups: AI training data rights and consent provenance, data product strategy (warehouse vs lakehouse vs…

Use when building a quarterly bookings forecast, ARR projection, pipeline forecast, NRR projection, or commit/best-case/pipe-only board…

Revenue leadership for B2B SaaS companies.

Router/index for the 2 finance skills bundled in this plugin: financial-analyst (ratio analysis, DCF valuation, budget variance, rolling…

Performs financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction for strategic decision-making.

Use proactively whenever LLM API costs come up -- or should.

Use when doing upstream market-research methodology — sizing a market as TAM/SAM/SOM computed BOTH top-down and bottoms-up (never a single…