Data

Open Source Analytics Dashboard builds a single-screen GitHub repository analytics view with stars, forks, contributors, issues, pull requests, and recent activity. Use it when the brief asks for a GitHub repo dashboard, open-source growth report, or repository health page.

DCF Valuation builds a discounted cash flow model to estimate a company's intrinsic value per share. Use it for DCF, fair value, intrinsic value, price target, or undervalued/overvalued analysis.

Understand Dashboard launches an interactive web dashboard to visualize a codebase's knowledge graph. Use it after analyzing a project to explore its structure and dependencies.

Understand Domain extracts business domain knowledge from a codebase and generates an interactive domain flow graph. Use it to visualize business flows and process steps when analyzing a project.

Understand Knowledge analyzes a Karpathy-pattern LLM wiki knowledge base and generates an interactive knowledge graph with entities, implicit relationships, and topic clusters. Use it when you have raw sources, wiki markdown with wikilinks, and a schema file and want a visual dashboard.

Repo Recap generates a structured Markdown summary of a repository's open pull requests, issues, and recent releases, ready to share with a team. Use it to quickly get an executive overview of project activity and risk areas.

Lead Research Assistant identifies high-quality leads for a product or service by analyzing the business, searching for target companies, and providing actionable contact strategies for sales and business development outreach.

Meeting Insights Analyzer examines meeting transcripts and recordings to identify communication patterns like conflict avoidance, filler words, interruptions, and speaking ratios. Use it to get timestamped feedback and track improvement across meetings.

Competitive Ads Extractor scrapes ads from Facebook Ad Library, LinkedIn, and other ad libraries to analyze competitor messaging, creative patterns, and targeting. Use it to research competitor ad strategies, find inspiration for your own campaigns, and identify proven concepts.

Upskill aggregates skill gaps from tracked job-application evaluation reports, ranks them by weighted score, and optionally produces a web-searched learning plan with free resources. Use it to turn low-scoring reports into a prioritized list of what to learn next.

Last 30 Days researches what people are saying about any topic across Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub, and the web over the past 30 days. Use it to get recent posts, engagement metrics, and a health check on sources.

CLI Cost Usage views cost breakdowns, token usage, and call logs from the CLI. Use it to filter by provider, model, or date range, export usage reports, and inspect per-connection spending.