Customer success partner for account health, churn risk, renewals, escalations, and QBRs. Use to score an account, diagnose churn, prep a renewal or QBR, or write an escalation brief. Computes the weighted health score programmatically.
An agent that turns already verified medical guideline material into a structured learning map, process relationship, study diagnosis, or review path. It is educational and does not make decisions about real patients.
Use this agent to gather codebase context for prompt transformation. Explores relevant files, finds similar implementations, identifies patterns to reference, and discovers tech stack constraints. Returns actionable context that makes transformed prompts specific to THIS codebase, not generic advice. Context: User…
Use this agent to deeply analyze a prompt's intent before transformation. Determines task type (bug fix, feature, refactor, etc.), identifies what's missing (verification, location, constraints), surfaces edge cases, and detects ambiguities that need clarification. Returns a structured analysis that guides…
Use this agent when you have staged files ready for commit and need intelligent commit planning and execution. Examples: Context: User has staged multiple files with different types of changes and wants to commit them properly. user: 'I've staged several files with bug fixes and new features. Can you help me commit…
Use this agent when user asks to "review a PR", "review pull request", "review this pr", "code review this PR", "check PR #N", or provides a GitHub PR URL for review. Examples:\n\n \nContext: User wants to review the PR for the current branch\nuser: "review this pr"\nassistant: "I'll use the pr-reviewer agent to find…
Issues and PRDs for this repo live as GitHub issues in shaps80/SwiftUIBackports. Use the gh CLI for operations when connector tools are not already handling GitHub work.
Specializes in CloudBase deployment — cloud function deploy/debug, static hosting upload, CloudRun service management. Use when troubleshooting deployments, checking build logs, or diagnosing runtime errors.
An agent that reviews code changes for bugs, design problems, readability, and framework-specific issues. It responds in Japanese and checks Dart, Flutter, and TypeScript details when those technologies are involved.
Diagnoses one issue with hypothesis-driven debugging on a clean context, applying the 3-strike rule. Invoke from /debug when a polluted context has stopped making progress.
Fetches and analyzes GitHub issues to surface recurring themes, pain patterns, and severity trends. Use when understanding a project's issue landscape, analyzing bug patterns for ideation, or summarizing what users are reporting.
Searches docs/solutions/ for applicable past learnings via frontmatter metadata (bugs, architecture, design patterns, conventions, workflow learnings). Use before implementing features, making decisions, or starting work in a documented area so institutional knowledge carries forward.
Validate Power BI Project (PBIP) file structure, TMDL syntax, and PBIR JSON schemas. Dispatch when the user asks to "validate my PBIP project", "check if the rename cascade is complete", "is this visual.json valid", or "my PBIP won't open".
Audience. Future-me (or any agent) the next time a make agent-test / pytest -n auto run in this repo hangs without finishing. The common causes here are xdist worker crash-and-replace cycles and fixture-teardown hangs; the iteration loop below generalizes to any hanging suite.