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Cyberfilo/README.md

Filippo Mattia Menghi

16, Milan · building AI-integrated systems · open to stages and OSS work

EmailWebLiveHF


⭐ Flagship — PromptQuery

PromptQuery · natural-language → read-only Postgres SQL, built for production schemas with hundreds of tables.
PythonLLMPostgressqlglot · Apache-2.0 · pip install promptquery
Deterministic (temperature 0), two independent read-only safety layers, and an honest, reproducible benchmark — 100% table accuracy on a 675-table Odoo 18 schema. → README


Currently building

  • iphone-audit · iOS audit + hardening · Python + SwiftUI · v1.000 shipped
  • customos · macOS behavioral profile pipeline · Python 3.12 + uv · scaffolding
  • SmarTaste · audio-ML music recommender · FastAPI + Modal · production at music.menghi.dev
  • SpowieBot (private) · XAUUSD trading bot · dual-engine · sanitized public template in prep
  • Open source · sustained PR cadence to LiteLLM and the Anthropic ecosystem · is:pr author:Cyberfilo

Featured

SmarTasteAudio-ML music recommender · MIT
PythonFastAPIPostgresPyTorchModal
Live · README →

iphone-auditiOS audit + hardening · GPL-3.0
PythonSwiftUIpymobiledevice3macOS
README →

musicmind-mcpMCP server for Apple Music · MIT
PythonMCPApple MusicKitClaude
README →

customosmacOS behavioral profile · MIT
Python 3.12FastAPIuvPydantic
README →

scrape-genOSINT password wordlist generator · MIT
PythonOpenAIBeautifulSouppentest
README →

foodiySmart calorie tracking · TypeScript
TypeScriptOpenAINixRailway
README →

Smart-igcse-platformPersonal exam-prep platform · Python
FlaskPostgresOpenAIRailway
README →

igcse-revision-toolkitSelf-hosted IGCSE revision dashboard · MIT
Pythonstdlib HTTPvanilla JS
README →

Full list on the repositories tab.


Contributing to

I file real upstream PRs when I hit real issues — not "fix typo" cosmetic work. Filtered list: is:pr author:Cyberfilo.

LiteLLM
LLM gateway · Python
pdfplumber
PDF text extraction · Python
apple-music-web-components
Apple's MusicKit JS · TypeScript
mcp-apple-music
MCP server · Python
PlayCover
iOS-on-macOS · Swift

Stack

PythonTypeScriptSwift · FastAPIFlaskReactSwiftUI · PostgresSQLAlchemyDuckDB · DockerRailwayModalGitHub Actions · PyTorchMLXCLAPMERTEssentia · Claude APIOpenAIMCP · MetaTrader 5 (via Wine)TelegramApple MusicKitSpotify


How I work

I plan in .planning/ files, commit per-edit, ship to staging before main, and encode lessons into version-controlled rules documents. I use Claude Code daily but built my own harness around it (custom hooks, statusline, session-orientation, per-project memory) so it stays an execution partner instead of a drift source. I verify rather than trust — runtime logs, psql, git status — before believing anyone's narration, mine or an AI's.


Cyberfilo activity graph


filippo@menghi.dev · @Cyberfilo · HuggingFace · menghi.dev

If you're a maintainer interested in a PR I filed, or you're hiring for a technical stage — get in touch.

Pinned Loading

  1. PromptQueryPromptQueryPublic

    Natural-language SQL for production-scale Postgres schemas

    Python 2 2