Enriches a Jira ticket with full description, testable acceptance criteria, and technical specs so it is ready for implementation. Use when the user says "enrich" followed by a Jira ticket key or URL (e.g. "enrich PROJ-9").
Implements a Jira ticket end-to-end — reads the ticket, analyzes scope and AC, asks about unknowns, creates a feature branch, moves the ticket to In Progress, follows TDD for features/bugs, and creates a PR when done. Use when the user says "implement" followed by a Jira ticket key (e.g., "implement PROJ-42").
Writes clear Jira ticket descriptions and testable acceptance criteria for user stories, tasks, and epics. Use when creating or editing Jira tickets, user stories, acceptance criteria, backlog items, epics, or when the user asks for ticket text or story format.
Guides design and implementation of conversational chatbots with LangChain — chains, memory, tools, and structured flows. Use when building or discussing chatbots, LangChain agents, conversational AI, or when the user mentions LangChain, chat chains, or bot flows.
Reviews a GitHub PR against its linked Jira ticket — checks code quality, verifies every acceptance criterion is covered, validates best practices, and posts a structured review. Use when the user says "pr-review" followed by a PR number, URL, or PR number + ticket key (e.g. "pr-review 42", "pr-review
Produces clear, accurate technical documentation for codebases and APIs. Use when writing or improving README files, API docs, architecture or design docs, specs, runbooks, or when the user asks for documentation, docstrings, or technical writing.