What are good benchmarks to test my CLI AI agentic system?

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Minovative Mind<br>Announcing the new Minovative Mind CLI! Lightning-fast and much better than the extension! Updates to the CLI Terms and Conditions!

What can Minovative Mind CLI do?<br>Short Demonstration Of Minovative Mind CLI

Context Intelligence Engine<br>Minovative Mind autonomously investigates your codebase using a highly-optimized sub-agent to gather context, trace dependencies, and compress files before dispatch.<br>Heuristic Activity Detection: Automatically inspects the workspace filesystem's timestamps to identify recently modified files for immediate context.<br>Context Compression & Caching: Compresses large source code files individually and caches them at the granular file level, reducing token usage significantly.<br>Semantic Code Search: Uses advanced text-embedding models to create a mathematical vector index of the codebase locally, allowing AI to find code by meaning.<br>Smart Dependency Tracing: Calculates the blast radius of potential changes by mapping files that import or depend on the modified file across 11 languages.<br>Structural Code Analysis: Dynamically generates AST mapping scripts to pinpoint the exact line ranges of symbols, navigating massive files with precision.

AI Code Generation & Orchestration<br>Orchestrates complex AI-driven code generation and modification workflows, ensuring quality through rigorous Deep Project Verification.

MMAAK Parallel Execution<br>Decomposes tasks into isolated Thread Tasks (Sub-Agents) and executes them in parallel with a Mutex Lock Registry to avoid race conditions.

Pre-Flight Syntax Validation<br>Validates code blocks to prevent truncated structures or syntax errors before committing any changes to disk.

Smart Intent & Batch Edits<br>Uses a deterministic global model to classify prompts, packing multiple file replacements into unified atomic actions.

Fuzzy Code Matching<br>Employs a sliding-window patching fallback mechanism using whitespace-normalized search and Levenshtein distance.

Advanced Multi-Model Orchestration<br>Coordinates up to 4 specialized models dynamically within a single turn, managing tasks from intent routing to context compression.<br>Multi-Model Routing: Hot-swap between Gemini 3.5 Flash for balanced speed and Flash-Lite for fast tasks.<br>Static Performance Auditing: Runs static analysis heuristics after compilation to detect O(n²) loops, async I/O blocks, and resource leaks.<br>Dynamic Interruption & Abort: Intercepts direct stdin keypresses to pause operations, queue messages, or instantly trigger a global abort.<br>Persistent Sessions: Auto-saves conversational state to a local JSON store and leverages a background model to dynamically title sessions.

Deep Verification & Self-Correction<br>Orchestrates the lifecycle of AI-driven changes with Sandboxed Build Trials and an aggressive autonomous repair loop.<br>Deep Project Verification: Dynamically detects build execution steps and spawns sandboxed sub-processes for compilation trials, granting up to 120 seconds.<br>Auto-Correction Loop: Captures compiler errors or performance regressions and injects them back into the active agent loop, auto-correcting up to 5 times.<br>Instant Rollbacks: Implements a transaction-based file-change logger. Type /revert to access interactive history menus and undo file mutations.<br>Auto-Commits: Use the/commit command to automatically stage workspace and generate professional commit messages.

🔐 Security & Guardrails<br>Engineered from the ground up to prevent malicious operations, prompt injection, and directory breakouts.

Secure Cloud Proxy<br>Employs GitHub Device Flow authentication and streams raw model tokens via Server-Sent Events, storing tokens securely on your device.

Path & Prompt Defense<br>Absolute paths are strictly rejected, and files are wrapped in CDATA sections to defend against third-party prompt overrides.

Getting Started<br>Install the CLIRun npm install -g minovative-mind-cli in your terminal.

Choose AI Model<br>Run /models in your chat session to hot-swap between Gemini 3.1 Pro, 3.5 Flash, and Flash-Lite.

Use the CLI<br>Experience Multi-Model Orchestration, MMAAK Parallel Execution, Semantic Search, and Auto-Correction directly in your terminal.

code model minovative mind files context

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