cursor-rules

Code-Grounded Vision (CGV): Deterministic-first visual reasoning rubric & CPU tools for any AI agent, framework, or harness.

A production-grade, evidence-driven Cursor AI planning harness that converts vague intent into source-grounded software plans. Features adaptive routing, adversarial plan grilling, and structural anti-rationalization.

Read-only local security gate & scanner for AI coding workflows, MCP, and package hallucination risks.

Comprehensive skills system for Cursor IDE with mandatory expertise enforcement, automatic skill discovery, multi-agent coordination, and persistent learning. 220+ skills across 10 categories + 8 custom orchestration rules.

Model-agnostic guardrails for AI-assisted development: design gates, Cursor rules, runtime hooks, pre-commit checks, CI security scanning, and expert-review prompts.

A reusable, production-grade .cursor/ engineering package for Cursor / Claude Code / Agent IDEs. Rules, skills, commands, and deterministic safety hooks extracted from a real Agent project.

CLI & local MCP tool that infers stack, layout, and style signals to generate modular Cursor rules (.mdc).

Universal AI Agent Super-Skills Ecosystem by Mr. Vishalkumar Joshi. 161 production-grade plain-text prompt protocols with dynamic auto-routing for Claude Code, Cursor, Windsurf, Antigravity & VS Code.

Skills for quant research with LLMs that don't fall for the traps nobody talks about. Lookahead bias, ATM detection, survivorship, transaction-cost realism — 10 skills + 11 reproducible evals showing 8 of them measurably improve Haiku output. Claude Code & Cursor compatible, MIT.

The Ultimate AI Agent Scaffolding, Standardized Ruleset Orchestrator & UI/UX Engine. Initialize context-rich workspaces with 71+ premium reference designs, offline UI/UX Pro Max skill, dynamic PROJECT_MAP, and bilingual (VI/EN) support.

⚡ Fast, offline Public APIs discovery CLI & AI agent skill (Antigravity, Claude Code, Cursor, Windsurf, Aider). Search 1,500+ free APIs by category, CORS, and auth.

A complete set of skills for advanced development tools

Advanced starter template with Depth-Priority Hierarchical AI Instructions for GitHub Copilot Agents and Cursor. Reduces AI hallucinations through scoped rules.

Agent skill for navigating, bootstrapping, maintaining, and validating lightweight indexes in Markdown-heavy workspaces.

Fully local, zero-cost RAG knowledge layer for AI coding tools. Achieve near perfect codebase awareness with any AI tool. Supports Claude Code, Cursor, Codex, Antigravity

Portable agent skills and rubrics for hardware engineering and ML systems

Universal AI Engineering Skill (Cursor, Gemini, ChatGPT, Claude) for Commercial Fit-out CPM Scheduling & Native MS Project (.mpp) Generator

Rigorous LLM research in two layers: a multi-agent dialectic synthesis prompt + an agent-loadable research skill. Hierarchy of evidence, verbatim citation gates, no fabrication.

🤖 Build AI workflows quickly using pre-made skill chains to avoid starting from scratch and streamline development.

Deterministic verification, Anti-Stub integrity checks, and GBAI governance boundary modularization for AI Agents (Claude Code, Cursor, Cline, Antigravity)