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claude-user-memory
by VAMFI
TDD-first autonomous agent substrate for Claude Code workflows
Shell
Updated Nov 23, 2025
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Summary
Implements an autonomous agent substrate for Claude Code CLI to run Research→Plan→Implement workflows with enforced quality gates and TDD. Coordinates multiple agents and automates developer-centric workflows to speed up iteration. Distinctive features include test-driven enforcement, multi-agent coordination patterns, and workflows optimized for Claude-family models. event-driven agent pattern
Why It Matters
As agents take more responsibility for coding and research tasks, proving they produce correct, testable output becomes essential for trust. By baking in TDD, quality gates, and coordinated specialist agents, this project makes agent outputs auditable and repeatable. That focus on test-first automation helps surface failure modes and creates traceable agent behavior—useful signals for multi-agent trust and agent-to-agent protocol evaluation.
Ideal For
Researchers and developer teams using Claude Code who want structured, test-driven multi-agent workflows and faster iteration on code-focused tasks. Evaluation-Driven Development (EDDOps)
Applications
- Automating code research-to-implementation cycles with enforced tests
- Coordinating specialist agents for complex developer tasks and handoffs
- Evaluating agent outputs via built-in quality gates and TDD checks
Works With
anthropic
Topics
agent-orchestrationai-agentsai-coding-assistantautonomous-agentsclaude-aiclaude-codedeveloper-toolsmulti-agent-systemresearch-driven-developmenttdd+1 more
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Keywords
multi-agent orchestrationtddanthropicagent reliability