@maina/core

Core engines for the Maina verification-first developer OS.

Three engines: Context (observes), Prompt (learns), Verify (verifies).

Features

• Context Engine — 4-layer retrieval (Working, Episodic, Semantic, Retrieval) with PageRank relevance and dynamic token budget
• Prompt Engine — Constitution + custom prompts + A/B testing + feedback-driven evolution
• Verify Engine — 12-tool pipeline (Biome, Semgrep, Trivy, Secretlint, SonarQube, Stryker, diff-cover, AI review, slop detection, visual regression) with diff-only filtering
• Multi-language — TypeScript, Python, Go, Rust with language-specific profiles
• Workflow context — rolling summary forwarded between lifecycle steps
• Background RL — async feedback recording at each workflow step

Requirements

Runtime: Bun (not Node.js). This package ships TypeScript source directly and requires a TypeScript-aware runtime.

Usage

import { runPipeline, detectLanguages, tryAIGenerate } from "@maina/core";

const result = await runPipeline({ cwd: ".", diffOnly: true });
console.log(result.passed ? "Clean" : `${result.findings.length} findings`);

License

Apache-2.0