Agent Claude Code
Aggregates findings from specialized reviewers and Spark scout candidates — validates untrusted leads, dedupes, sorts by severity × confidence, produces final markdown report with verdict and top-N for cross-CLI arbitration.
Agent Claude Code
Reviews system-level design — module boundaries, layer violations, cross-module duplication, fit with technical requirements. Supports two modes (local/system) via user prompt.
Agent Claude Code
Reviews Python code for readability, simplicity, dead code, local duplication, and naming. Does NOT cover architecture, security, performance, docs, or tests — those are other reviewers.
Agent Claude Code
Parallel reviewer that runs via the available Codex/GPT adapter with an anti-correlation prompt — uses Spark candidates as untrusted leads and records the actual model used.
Agent Claude Code
Reviews documentation drift — PRD/Roadmap/AssumptionLog/README consistency with actual code, outdated assertions, broken references, contradictions between docs.
Agent Claude Code
Reviews logs, metrics, tracing — correlation IDs, secret leakage in logs, metric coverage (latency/error rate), exception readability, recoverability of request chain from logs.
Agent Claude Code
Reviews performance (latency, N+1, cache, indexes, memory) AND reliability (retry/backoff, timeouts, circuit breaker, idempotency, race conditions, partial failures, cleanup, graceful degradation).
Agent Claude Code
Reviews product fit — does implementation match business task from PRD, acceptance criteria coverage, UX quality, hidden breaking changes, consistency between PRD iterations.
Agent Claude Code
Reviews security — bearer/VM token lifecycle, input validation, SQLi, CSRF, rate limiting, secrets in git, info disclosure. Reliability (retry/timeout/circuit breaker) — other reviewer.
Agent Claude Code
Reviews changes for unnecessary complexity and proposes simpler alternatives. Evaluates readability, maintainability, obviousness. Complement to reviewer-code (local quality) and reviewer-architecture (system layering) — focuses on "is there a simpler way" at the solution-design level.
Agent Claude Code
Reviews tests — behavior over implementation, minimal mocking of internals, unhappy path coverage, boundary conditions, idempotency, serialization, real payload examples, fragility to harmless refactors.
Command Claude Code
A command that reads product-usage figures from the production Vetmanager MCP service, such as accounts, tokens, requests, failures, and inactive accounts. It connects to the production server and reports the results in Markdown or JSON.
Command Claude Code
A command that coordinates a broad software project review across code, documentation, tests, security, architecture, performance, and product requirements. It combines findings into a written Markdown report.
Skill Claude CodeCodex
Run the vetmanager-mcp multi-role super-review from Codex with Spark scout passes, GPT validation, Claude CLI cross-arbitration, YAML findings, inadequate-findings memory, and markdown report output.
Cursor rule Cursor
A set of rules for organizing AI-agent work from a product requirements document to a work plan and individual tasks. A work plan is a simple list of planned work and its status.
Instructions file CodexOpenCode
Project instructions for AI coding agents, including required planning documents, decision logs, reference files, and checks.
Instructions file
A set of project instructions for Claude Code, an AI coding assistant, describing how work must be planned, selected, broken down, and reviewed.
MCP server Claude CodeCodexCursor
MCP server "vetmanager-mcp" as configured in otis22/vetmanager-mcp. Runs locally from the vetmanager-mcp Python package.