Verified Kyro Capabilities

A friendly, intuitive desktop environment for organizing files, analyzing local documents, and understanding on-screen content through natural language.

Everyday Mode provides non-technical users with high-leverage desktop automation without needing to know CLI commands or file system mechanics. Users can trigger safe file organization, extract action items from multi-page PDFs, or ask questions about what is currently on their screen.

Specialized software engineering workspace with automatic project discovery, managed dev server processes, code checkpoints, and compiler diagnostic triage.

The Dev Workbench turns Kyro into an autonomous engineering companion. Kyro scans local development workspaces, detects web frameworks (Next.js, Vite, React), boots background development servers, captures live port status, and streams runtime process logs.

Automated directory cleanup with intelligent extension rules, SHA-256 duplicate detection, collision guards, and one-click rollback manifests.

Unlike destructive batch scripts, Kyro's file organizer previews every planned file relocation before execution. It hashes files with SHA-256 to isolate duplicates, detects naming collisions, enforces strict workspace boundaries, and records every move in a rollback manifest.

Pure local parsing of PDF and plain-text files with deterministic date/action item extraction, side-by-side diffing, and zero cloud exposure.

Process sensitive contracts, receipts, and technical specifications directly on your hardware. Kyro unpacks PDF streams using pure Rust decompression (FlateDecode) and text operator parsers (Tj/TJ), extracts critical dates and commitments, and renders side-by-side text diffs.

Multimodal visual fact extraction and diagnostic reasoning from current display or user-selected screen regions.

Capture the active desktop or draw a bounding box around an elusive error message, complex diagram, or UI bug. Kyro analyzes the screenshot using vision-capable LLMs, separating observable facts from inferred causes and proposing grounded 1-click remediation actions.

Git-aware snapshots capturing working-tree state with unified diff generation, conflict detection, and safe restoration.

Before the agent edits your code, it automatically generates a local checkpoint. Kyro computes unified diffs, verifies working-tree cleanliness, and gives developers full power to rollback any agent modifications with zero risk of git index corruption.

Compiler and test failure analyzer diagnosing Rust, TypeScript, and Vitest error output and generating actionable code repairs.

When builds fail or test suites crash, Build Doctor ingests the raw console stderr, identifies compiler error codes (Rust error[E...], TypeScript TS..., Vitest stack traces), locates offending source lines, and synthesizes candidate fix patches.

Automated web interface testing with multi-viewport baseline comparisons, responsive checks, and reproducible defect reporting.

Kyro discovers routes in your frontend web project, launches a local browser session, and compares rendered layouts against saved visual baselines across Desktop (1920x1080), Tablet (768x1024), and Mobile (375x812) viewports.

Autonomous teammate roster (Apex, Forge, Scout) executing parallel tasks in isolated Git worktrees with reviewed reconciliation.

Delegate complex initiatives to specialized AI teammates. Forge handles code implementation, Scout performs codebase research and documentation reviews, and Apex coordinates architecture. Each agent operates in its own isolated Git worktree to eliminate merge collisions.

Strict policy enforcement at the Rust backend boundary evaluating shell tokens, path bounds, and sensitive checkpoints.

Kyro never trusts the frontend or the LLM with direct computer execution. Every consequential operation must pass through the Centralized Authorization Engine. Shell commands are parsed into exact argv tokens, rejecting command injection, chaining, and subshells.

Container execution engine that fails closed if Docker or Podman is absent, never falling back to host execution unsafely.

When untrusted scripts or high-risk tasks are executed under the SandboxOnly policy, Kyro dispatches commands inside an ephemeral Docker or Podman container with an isolated network. If the container engine is offline, Kyro unconditionally denies the operation.

Hardware-backed credential storage via OS Keyring with authenticated AES-256-GCM fallback and zero secret leakage.

Kyro safeguards sensitive API tokens and OAuth secrets using your operating system's native credential store (macOS Keychain, Linux Secret Service, Windows Credential Manager). If no keyring daemon is active, Kyro falls back to AES-256-GCM encrypted database storage with strict file permissions (0600).

Native WebSocket automation adapter supporting Firefox WebDriver BiDi and Chromium CDP with origin safety.

Kyro interacts with web pages using a lightweight, provider-neutral worker process. It connects to Firefox via modern WebDriver BiDi and to Chromium, Google Chrome, Brave, Edge, and Opera via the Chrome DevTools Protocol, enforcing strict origin scope boundaries.

Full client implementation of the Model Context Protocol (MCP) with GitHub OAuth PKCE and per-action governance.

Expand Kyro's capabilities by attaching local stdio tool servers or remote HTTP/SSE endpoints using the open Model Context Protocol. Connect your GitHub account via PKCE OAuth 2.0 and configure granular permissions (Allow, Ask Always, Deny) for every external tool.

Record repetitive desktop demonstrations, schedule recurring routines with timezone awareness, and trigger tasks remotely via Telegram.

Show Kyro how to perform a task once, and it compiles your steps into a reusable, parameterized skill. Schedule recurring workflows using cron expressions with full IANA timezone support, and receive task completion alerts or trigger routines on the go through the Telegram Bridge.