KonsolScript Kookbook

Real-world app ideas you can build with KonsolScript's built-in modules and plugins. Each entry lists the key pieces from the lego set that make it possible.

→ Built-in modules · Plugins

Beginner Projects

CLI Tools & Automation

• File organizers — rename, move, and sort files by extension or date (File, Path, OS, Date)
• Build/task scripts — run commands, check paths, and report status (OS, Path, Konsol)
• Log analyzers — parse structured logs with regex patterns and extract insights (File, Regex, String, Date)

Data & Text Processing

• CSV processors — filter, transform, and merge datasets (CSV, List, Map, File)
• JSON converters — read API responses, reshape data, output new formats (Json, Map, File)
• Report generators — combine CSV/JSON sources into formatted output files (CSV, Json, String, File)

Games & Interactive Apps

• Text adventures — branching story games with inventory and state (Konsol, List, Map, Class)
• Trivia / quiz games — interactive Q&A with score tracking (Math, Konsol, List)
• Turn-based strategy — tile maps, unit movement, simple AI (Array, List, Map, Math, Class)

Web & Network

• HTTP API clients — call REST APIs and process JSON responses (curl plugin, Json, String)
• Web scrapers — fetch pages and extract data with patterns (curl plugin, Regex, File)
• LAN chat / messaging — simple peer-to-peer TCP messaging (net plugin, Konsol)

Database-Backed Apps

• Local databases — store and query structured data without a server (sqlite plugin, List, Map)
• MySQL-backed tools — read/write from shared team databases (mysql plugin, Json, CSV)

Security & Encoding

• Checksum verifiers — compute and compare MD5 / SHA-256 hashes (Hash, File, Konsol)
• Base64 encoders/decoders — encode attachments or API tokens (Hash, String)

File & Archive Utilities

• Zip bundlers — package project files into archives (zip plugin, Path, File)
• Config readers — parse JSON or CSV config and apply settings at runtime (Json, CSV, Map)

Advanced Projects — AI Orchestration

KonsolScript is a capable AI orchestration scripting language. The curl plugin paired with the Json module connects to any LLM REST API — OpenAI, Anthropic Claude, Google Gemini, Ollama, or any self-hosted model. From there you can build full AI orchestration pipelines: route prompts across models, cache responses, annotate datasets, index knowledge bases, and automate LLM-driven workflows — all in a clean, readable .ks script with no boilerplate.

AI API Integration

• LLM prompt pipeline — batch-process files through an AI API, collect responses to CSV (curl plugin, Json, File, CSV, List)
• Semantic cache — hash prompts with SHA-256, store responses in SQLite, skip the API call on a hit (Hash, sqlite plugin, curl plugin, Json)
• Multi-model router — pick different LLM endpoints by task type, token budget, or latency (curl plugin, Json, Map, Time)

Data + AI

• Dataset annotation runner — read CSV rows, send each to an AI API, write back labeled results (CSV, curl plugin, Json, File)
• AI-assisted data cleaner — send messy CSV rows to an LLM for normalization, output clean CSV (CSV, curl plugin, Json, File)
• Knowledge base indexer — chunk local files, call an embeddings API, store vectors in SQLite (File, Path, curl plugin, Json, sqlite plugin, Math)

DevOps + AI

• AI log triage — scan logs with Regex, send anomalies to an LLM, output a report (File, Regex, Date, curl plugin, Json)
• AI model benchmarker — run prompts against multiple endpoints, time responses, compare outputs (curl plugin, Json, Time, CSV)
• Automated code reviewer — watch a folder for .ks changes, send diffs to an LLM for review (OS, File, curl plugin, Json, String)

Infrastructure

• Local AI gateway — TCP server that accepts requests and proxies them to a remote LLM (net plugin, curl plugin, Json)
• Webhook receiver — listen for incoming payloads over TCP and route them to an AI endpoint (net plugin, Json, curl plugin)