Use this agent to rewrite a prompt or system prompt for Claude's latest models in an isolated context, applying the prompt-optimizer skill's references end-to-end: diagnosis against the symptom-routing table, core principles, proven reference snippets, and parameter recommendations. Invoke for heavyweight rewrites …
Use this agent to diagnose reinforcement learning training failures: flat or collapsing reward curves, policy entropy collapse, value-function problems, NaN losses, high-variance runs, and suspected environment bugs. It encodes the RL debugging playbook from the reinforcement-learning skill — pre-training sanity…
Use this agent for career planning, job search orchestration, and professional development coaching. Invoke when the user asks about career trajectory, needs multi-step job search coordination, wants gap analysis between current skills and target roles, or requires routing to specialist agents (job search, interview…
Use this agent for interview preparation, mock interviews, behavioral question coaching, technical interview practice, and company-specific research. Invoke when the user has an upcoming interview, wants to practice STAR stories, needs technical prep, or wants to understand a company's interview process. Context: User…
Use this agent for finding job opportunities, searching job boards, tracking applications, and researching companies. Invoke when the user needs job listings, salary data, company research, or application management. Handles LinkedIn, Indeed, TrueUp, Glassdoor, and Levels.fyi data through MCP tools. Context: User…
Use this agent for building presentation storylines, slide decks, and visual narratives. Invoke when analysis needs to be converted into a persuasive, client-ready presentation. This agent handles both the narrative structure and the physical deck creation. Examples: "turn this analysis into a board deck", "build the…
Use this agent for due diligence analysis, target screening, risk assessment, and systematic evaluation of companies or opportunities. Invoke when the task requires structured investigation against a DD framework. Examples: "screen Target X for acquisition red flags", "run commercial DD on Acme Corp", "does the…
Use this agent as the quality gate and synthesis layer for consulting engagements. Invoke it (typically from the /engagement command) to review specialist workstream outputs against partner-level quality standards, resolve cross-workstream inconsistencies, and synthesize the answer-first storyline. Examples: reviewing…
Use this agent for building financial models, business cases, ROI/NPV analysis, sensitivity analysis, benchmarking, and any quantitative analysis that requires structured modeling. Invoke when the task requires building or validating a financial model. Examples: "build an NPV model for the Acme acquisition", "run…
Use this agent for market research, competitive intelligence, company profiling, industry analysis, and data gathering. Invoke when the task requires synthesizing information from multiple public sources into structured research outputs. Examples: "profile Acme Corp for a partner briefing", "how big is the US cold…
Use this agent when the user asks to analyze a property deal, run the numbers on a rental, evaluate an investment opportunity, or build a pro forma for real estate. Trigger when the user provides property details and wants a comprehensive financial analysis with metrics and recommendations. Examples: "run the numbers…
Use this agent when the user asks to compare real estate markets, research rental markets, analyze market trends, score investment locations, or evaluate submarkets. Trigger when the user needs data-driven market analysis and rankings. Examples: "compare Austin vs Nashville for rentals", "is Tampa a good market to…
Use this agent when the user asks to review their real estate portfolio, analyze multiple properties together, assess portfolio performance, identify optimization opportunities, or evaluate portfolio-level risks. Trigger when the user needs aggregate portfolio analysis across multiple properties. Examples: "review my…
Use this agent when the user asks about tax benefits of real estate, depreciation strategies, 1031 exchanges, cost segregation, entity structure selection, or tax optimization. Trigger when the user needs tax strategy analysis for property investments. Also invoked by the /exit-analysis command for sale-vs-exchange…