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CTO responsible for technical strategy, prioritization, tech-debt posture, and final calls on cross-cutting trade-offs.

Product Analyst responsible for turning briefs into concrete, checkable acceptance criteria and user stories.

QA Reviewer responsible for verifying acceptance criteria, code review, and functional and regression checks.

AI Engineer responsible for LLM integrations, RAG pipelines, prompt design, and evaluation of model-driven features.

Analyst responsible for debugging, log analysis, observability, and root-cause investigation.

Architect responsible for system structure, API contracts, tech-stack decisions, and architectural trade-offs.

Backend Engineer responsible for server-side logic, APIs, data access, and integrations.

Database Specialist responsible for data modeling, query optimization, migrations, and database reliability.

Maintain memory database — deduplicate accumulative records, consolidate near-duplicate episodics, remove junk procedurals and low-value patterns, and split large multi-topic memories into focused units.

Bootstrap the project memory by scanning the codebase. Reads key project files (CLAUDE.md, README, package.json, directory structure, CI configs, git history) and creates an initial memory base. Run once when first installing the plugin on a project, or to refresh the baseline.