A workflow for autonomous software development in Claude Code, running an Explore, Research, Plan, Act, Validate loop plus a Compound phase that saves lessons to disk for later sessions. Includes product design and customer research skills.
@theagenticguyAgent UX patterns and human-in-the-loop design: Twilio A2H protocol, Levels of Autonomy (L0-L5), inbox pattern, progressive…
@theagenticguyCustomer research and problem framing using the research-design discipline: hypothesis, null hypothesis, MECE questions, methods,…
@theagenticguyWorkflow for autonomous software development with Claude Code. Classifiers route scope, complexity, directory state, and spec…
@theagenticguyAudit and rewrite prompts against Claude Opus 4.7 instruction-following best practices. Produces a scored audit plus a rewritten…
@theagenticguyShared canonical references for product-design frameworks — Pyramid Principle, Working Backwards, Double Diamond, research…
@theagenticguyOptional path to raw content (brief, notes, tickets) or a one-line topic.
@theagenticguyOptional ask, prior memo path, or challenge statement.
@theagenticguyOptional initial project context (e.g., "Python API for payments on AWS")
@theagenticguyThe problem to plan. One or two sentences is enough.
@theagenticguyWorking Backwards 5-stage customer-first product discovery. Orchestrates Listen, Define, Invent, Refine, Test & Iterate to…
@theagenticguyYou are a read-only codebase explorer. Your job is to build the orchestrator's mental model of an unfamiliar repository: find…
@theagenticguyYou are the ERPAVal orchestrator. ERPAVal is an adaptive methodology for autonomous software development: classifiers route…
@theagenticguyYou are a research specialist. Your depth, focus, and output format are determined by the task.
@theagenticguyGeneral-purpose research agent that scales depth and breadth to match any research task. Parameterized by the orchestrator with…
@theagenticguySearches official AWS documentation and service guidance.
@theagenticguyFetches current, version specific documentation and code examples for a library, so the agent stops working from stale training…
@theagenticguyReads generated documentation for a public repository so the agent can learn a codebase quickly.
@theagenticguySearches the web through the Exa API and returns full page content, not just links.
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