{"repo":"armelhbobdad/sentinel","free":true,"listed":false,"github":"https://github.com/armelhbobdad/sentinel","clone":"git clone https://github.com/armelhbobdad/sentinel.git","description":"Personal Energy Guardian - A CLI tool for detecting schedule conflicts that calendars miss.","language":"Python","stars":25,"topics":["ai","calendar","cli","cognee","collision-detection","knowledge-graph","llm","nlp","python","schedule"],"license":"MIT","category":"cli-tools","readme_excerpt":"Sentinel Personal Energy Guardian A CLI tool for detecting schedule conflicts that calendars miss. Winner 🏆 — Cognee Mini Challenge 2026 (January Edition) — This project won the Cognee Mini Challenge 2026 - January Edition (🌱✨ January Mini-Challenge Winners! ✨🌱). Primarily developed and tested on Debian GNU/Linux 13 (trixie) with Python 3.11 . If you find this useful or interesting, consider giving it a ⭐ — it helps others discover the project. If you encounter any bugs, please open an issue. --- Sentinel uses knowledge graphs to find hidden energy collisions in your schedule. Unlike traditional calendar apps that only check for time conflicts, Sentinel understands how activities affect your energy levels and detects problems like an emotionally draining Sunday dinner cascading into poor performance at Monday's high-stakes presentation. Articles Learn more about the project and the technical challenges solved: Article Platform Description --------- ---------- ------------- Why Your Calendar App Misses the Real Conflicts Medium The \"why\" behind energy conflicts Taming LLM Output Chaos: A 3-Tier Normalization Pattern dev.to How Sentinel handles LLM variability Building a CLI Tool with Cognee: Lessons from 5 Epics dev.to 9 hard-won lessons integrating with Cognee Features - Schedule Ingestion : Parse natural language schedule descriptions into a knowledge graph - Collision Detection : Find multi-hop energy conflicts through graph traversal - Graph Exploration : Explore relati","default_branch":null,"files":null,"tree":[],"storefront":"/r/armelhbobdad","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/armelhbobdad/sentinel/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}