Z-M-Huang

Dev Buddy web configuration portal for managing presets and pipeline config

Drive a Ralph run end-to-end through the dev-buddy MCP server.

Analyze a proposed bug fix against VCP root cause analysis standards. Determines whether a fix addresses the root cause or just patches a symptom.

Identify untested code by mapping source files to test files. Finds functions without tests and tests missing edge case coverage.

Decomposition stage — break features into small, independently testable units of work

Review test quality against VCP testing standards. Checks for tautological tests, over-mocking, missing edge cases, and other anti-patterns.

Pre-build validation — red-test check + Contract Manifest wiring check

Build stage — per-unit implementation with fresh context and mechanical backpressure

Sync the git-doc-mcp manifest with current project state. Adds new docs not yet indexed, removes stale entries, refreshes descriptions and search index, and regenerates tool actions.

Review staged/changed files against all applicable VCP standards before committing. Produces a PASS/BLOCK verdict. Run this before every commit.

Run a single task using a specific AI provider and model. Supports subscription, API, and CLI presets.

Discovery stage — multi-AI codebase and running app exploration