AgentFly provides a comprehensive agent system with a base class and specialized implementations for different use cases. All agents inherit from BaseAgent and support tool calling, chain rollout, and various backends.
AgentFly supports multiple LLM backends for text generation, each with their own configuration options. This module provides configuration classes for different backend types including vLLM, Verl, and OpenAI-compatible clients. Among them, Verl backend is designed for internal training usage. The Verl backend is the…
Checks if documentation is stale by comparing doc pages against the actual source code. Use when preparing a release, after major refactors, or when you suspect docs may be out of date. Finds documentation that references APIs, features, or patterns that have changed in the source code.
Reviews documentation pages and READMEs for quality, accuracy, and style guide compliance. Use proactively after writing or editing any documentation, README, or MDX file. Also use when reviewing PRs that touch docs.
Generates complete MCP server documentation pages. Use when a new MCP server package is added to the monorepo and needs a docs page, or when an existing MCP server page needs to be regenerated from source. Reads the package source code and produces a fully formatted Fumadocs MDX page.
A code-reviewing agent for Java 17, Spring, and MCP projects. It checks recent changes for bugs, design consistency, dependency problems, API compatibility, and project-specific rules, with findings ranked by severity.
An independent code-review and testing role for Java projects. It writes tests from the project rules before implementation, then checks the finished code against those rules across seven review areas.
TDD-driven, quality-obsessed. Owns the gates that keep everyone else honest. Escalates to mike if blocked. Thinks about what developers will trip over before they trip.
Red → Green → Refactor, one test at a time. Quality gates after every green. Escalates blockers to mike. Methodical, precise, cares deeply about correctness and type safety.
Builds new UEFN Toolbelt tools autonomously. Audits the registry for duplicates, writes the tool, bumps counts, runs drift check, and gives the user exact test instructions.
Verse codegen and error-fix loop for UEFN Toolbelt. Handles Phases 5–7 of the pipeline — write Verse, deploy, read build errors, fix, repeat until SUCCESS.