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Turn Antigravity, OpenCode, or any AI coding assistant into a fully contextualized, secure, self-improving RealWorld Digital Assistant

2 starsShell

Maccha – Cross Agent Brain for Antigravity, Claude Code, OpenCode etc.

by kareldecherf·Jun 20, 2026·5 points·2 comments
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AI Analysis

●●SolidBig BrainNiche Gem

File-based agent memory that works across Claude Code and Antigravity without a daemon.

Strengths
  • •No 24/7 daemon required — memory lives in your filesystem, not a cloud silo.
  • •Cross-agent compatibility means preferences persist when switching between tools.
  • •Vector embeddings with confidence decay handle semantic conflicts intelligently.
Weaknesses
  • •Only 2 GitHub stars — unproven adoption and real-world reliability.
  • •Agent memory is a crowded space with Mem0 and built-in Claude features.
Category
AI/ML
Target Audience

Developers using AI coding assistants like Claude Code, Antigravity, or OpenCode

Similar To

Mem0 · Claude Memory · Cursor rules

Post Description

Multi Agent Continuous Context Harness - MACCHA solves the problem that every AI coding session starts from zero. It combines a file-based 7-tier context architecture with a working memory engine (Memanto) that features vector embeddings, confidence decay, and semantic conflict detection — so Antigravity, OpenCode, and Claude Code all share the same persistent, self-improving brain. No 24/7 daemon needed.

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