Finsliparn is a Bun-native MCP Server and Claude Code Plugin designed to elevate software development by transforming basic LLM code generation into a sophisticated, test-driven refinement process. It enforces a "Refinement Loop" inspired by Poetiq's ARC-AGI solver methodology, where an LLM iteratively implements solutions, Finsliparn validates them against actual test suites, and structured feedback from test failures guides further LLM attempts. The tool selects the best solution based on objective criteria, emphasizing that "Test results are the objective truth." Its Filesystem-as-IPC architecture, centered around a `directive.md` file, supports multiple AI platforms like Claude Code and GitHub Copilot, using isolated Git Worktrees to ensure a clean, verified development workflow.
Características Principales
01Filesystem-as-IPC architecture for AI platform integration
02Validation against actual test suites
03Isolated Git Worktrees for clean, iterative development
04LLM-driven multi-attempt code refinement
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06Structured feedback loop to LLM from test failures