ai assistant agents

netease-youdao/LobsterAI

Agent

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

netease-youdao/LobsterAI

Agent

Compare two outputs WITHOUT knowing which skill produced them.

netease-youdao/LobsterAI

Agent

Evaluate expectations against an execution transcript and outputs.

FlorianBruniaux/claude-code-ultimate-guide

Agent

Architecture Decision Record generator agent — read-only. Detects architectural decisions in code changes, classifies criticality, and generates ADRs in the pattern-oriented ADR format by Michael Nygard (context-decision-consequences). Never modifies code. Use after significant changes or when a decision needs…

FlorianBruniaux/claude-code-ultimate-guide

Agent

Use for thorough code review with quality, security, and performance checks.

FlorianBruniaux/claude-code-ultimate-guide

Agent

Adversarial plan review agent — read-only. Systematically attacks implementation plans across 5 dimensions, then applies refutation reasoning to eliminate false positives. Never modifies code. Use before committing to any significant implementation plan.

OpenSenseNova/SenseNova-Skills

Agent

A planning agent for research projects that turns a question and its confirmed scope into a structured execution plan.

OpenSenseNova/SenseNova-Skills

Agent

A research agent that gathers evidence through multiple rounds of searching and saves the results in a structured evidence.json file.

OpenSenseNova/SenseNova-Skills

Agent

A review agent for checking research reports and finished content against their required structure, evidence, and source boundaries. It handles both individual evidence reports and assembled final documents.

giancarloerra/SocratiCode

Agent

Deep codebase exploration using SocratiCode. Combines semantic search, dependency graphs, and context artifacts to answer questions about code structure and behaviour. Use when delegating complex codebase understanding tasks that require tracing through multiple files and dependencies. Context: User wants to…

shiwenwen/hope-agent

Agent

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

shiwenwen/hope-agent

Agent

Compare two outputs WITHOUT knowing which skill produced them.

shiwenwen/hope-agent

Agent

Evaluate expectations against an execution transcript and outputs.

sangrokjung/claude-forge

Agent

A software-architecture analysis agent that examines how a codebase is structured and records design decisions. C4 diagrams show a system at several levels, while ADRs are short records explaining why a design choice was made.

sangrokjung/claude-forge

Agent

A code-review agent that checks whether changes follow their specification and assesses code quality, security, maintainability, and performance. It reports findings with severity levels and file-and-line references.

sangrokjung/claude-forge

Agent

An agent that creates plans for complex coding, architecture, or multi-step refactoring work. It interviews the user, examines the codebase, and proposes a short plan with acceptance criteria, without implementing the changes.

utensils/mcp-nixos

Agent Claude Code

Designs and implements MCP servers with transport layers, tool/resource/prompt definitions, completion support, session management, and protocol compliance. Specializes in FastMCP 2.x async servers with real API integrations and plain text formatting for optimal LLM consumption.

utensils/mcp-nixos

Agent Claude Code

Expert in NIX ecosystem development including NixOS, Home Manager, nix-darwin, and flakes. Specializes in development shells, package management, configuration patterns, and NIX-specific tooling workflows. Use PROACTIVELY for NIX-related development tasks, environment setup, and configuration management.

utensils/mcp-nixos

Agent Claude Code

Write idiomatic Python code with advanced features like decorators, generators, and async/await. Specializes in FastMCP 2.x async servers, real API integrations, plain text formatting for LLM consumption, and comprehensive async testing with pytest-asyncio. Use PROACTIVELY for Python refactoring, optimization, or…

winstonkoh87/Athena-Public

Agent

Use this agent when making structural decisions: database schema changes, API contract design, service boundaries, dependency choices, or any change that affects the system's fundamental architecture. Also use when evaluating technical debt or refactoring proposals. Context: User wants to add a new domain entity user…

winstonkoh87/Athena-Public

Agent

Use this agent before shipping, merging, or deploying changes. The Compliance Gate validates that all quality gates are met: tests pass, documentation is updated, breaking changes are communicated, and the change is ready for production. Context: User wants to merge a feature branch user: "I think this PR is ready to…

winstonkoh87/Athena-Public

Agent

Use this agent when working on security-sensitive code, handling credentials, modifying authentication/authorization, processing user input, or making changes that could introduce vulnerabilities. Also use for risk assessment of architectural changes. Context: User is implementing payment processing user: "I've added…

taylorsatula/mira-OSS

Agent

Agents extend SidebarAgent (in base.py). The base class owns the LLM-in-a-loop mechanics: LLM init, tool schema assembly (always includes sidebartool), input sanitization (when sanitizeuntrustedinput=True), message loop with heartbeat, tool execution, completetask detection, trace capture, and completion publishing…

taylorsatula/mira-OSS

Agent

Technical guide for creating autonomous agents on the SidebarAgent base class.