The one command that takes someone from nothing to a working local AI setup: scans their machine, asks what they want it for, recommends a…
Guides users through the process of preparing datasets and fine-tuning local Large Language Models (LLMs) using techniques like LoRA and…
Run OCR on local images through an OpenAI-compatible local vision endpoint (LM Studio, vLLM/vmlx).
Audits local Claude Code and Codex skill directories to verify usage history, detect trigger failures, and resolve multi-layer runtime…
Generate speech locally from text using VoxCPM2 (2B params, Apache-2.0).
Structured log analysis and aggregation expertise for observability and troubleshooting
Generate structured logging schemas with correlation ID patterns and ELK/Splunk integration
Structured logging with proper levels, context, PII handling, centralized aggregation.
Migrate logging infrastructure with format standardization, structured logging, and aggregation setup
Observability overview and glue for .NET 10: how the pieces fit together, plus the cross-cutting parts owned here — ASP.NET health check…
When to activate: logging, structured logs, ELK, EFK, fluentd, fluent bit, log aggregation, correlation ID, log levels, Loki
Generate LogQL queries, log stream selectors, metric queries, and alerting rules for Grafana Loki.
LogSnag integration. Manage Insights, Users, Projects. Use when the user wants to interact with LogSnag data.
Execute Lokalise incident response procedures with triage, mitigation,
Set up comprehensive observability for Lokalise integrations with metrics,
Track which models actually succeed at which kinds of task, and swap one out when the record says it is failing.
Financial statements, business segments, dividends, valuation multiples (PE/PB/PS), industry comparison, operating data, corporate…
Market intelligence: strategy screener, popularity rankings, top movers with news correlation, quote anomalies, index/ETF constituent…
Real-time quotes, K-line charts, order book, trade ticks, intraday capital flow, market sentiment temperature, trading session schedule…
Curated upstream guidance for Longbridge Quant; use when the workflow matches the user goal.
Institution ratings, consensus price targets, EPS/revenue forecasts, finance calendar, shareholder data, fund holders, insider trades (SEC…