Universal DevOps preflight, automation, security scanning, auto-repair and CI/CD platform.

OKLCH-based color engine — harmony rules, palette generation, dark mode inversion, WCAG auto-repair.

Merge conveyor for AI agent teams: speculative merge trains, fast/full gate split, post-merge auto-repair, intents over diffs.

auto repair number calculate

VLM-driven frontend toolkit: visual regression (snapshot / diff / regression-watch), markup synthesis from screenshots, design-token / theme / a11y / i18n audits, and a 2-stage VLM+LLM CSS auto-repair loop.

Make LLM outputs correct, not just valid. Schema + rules + auto-repair.

Munesoft Agent Framework — Build reliable AI agents in minutes. Router brain, verification + auto-repair, session memory, multi-agent orchestration, and first-class integration with the munesoft stack. Zero-dependency core.

JavaScript and TypeScript quality gate CLI with bounded auto-repair and escalation artifacts

Structured outputs for LLMs: force OpenAI, Anthropic Claude & Google Gemini to return valid JSON matching your schema. Zero-dependency Instructor alternative with JSON Schema enforcement, streaming partial JSON parsing, auto-repair & self-healing retries.

Crash detection, auto-repair, and health monitoring for AI agent gateways. Watches your OpenClaw or Hermes gateway, detects crashes, runs instant local repairs, and reports to Agent Hospital for AI-powered diagnosis.

Enterprise-Grade WebSockets Client for WhatsApp Protocol featuring Human Natural Engine (Anti-Ban), Next-Gen Pairing Suite, Bad MAC Auto-Repair, & 429 Rate-Limit Shield

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Auto-repair third party scripts for react-native ios

Zero-dependency workspace utility to scan and auto-repair broken relative packages imports inside monorepos.

Framework-agnostic streaming JSON parser for LLM outputs, with Zod schema-aware partial extraction and auto-repair.

Automatically detect unhealthy Kubernetes nodes and repair them

Repair broken JSON documents

Freeze the model, evolve the harness. Two measured applications: (1) SWE-bench code-repair — conformant GLM->Opus empty-patch cascade resolves 51.3% Lite (n=300) and 55.6% Verified (278/500, Wilson 95% CI [51.2, 59.9], official swebench gold eval, no gold

Plugin manager tab for the dsh web GUI Plugins settings section: installs plugins from npm or git through the official host channels, lists installed plugins with next-start enablement switches, surfaces install-time conflict actions with undo, and hands

JavaScript library to repair broken/invalid JSON strings, especially from LLM outputs