# aayushch/laya

> A local-first AI notification command center that aggregates events from Slack, Gmail, GitHub, Jira, Notion, Outlook and calendars, classifies them via local or cloud LLMs, and stages ready-to-approve action cards.

- Magnitude: 4.9 out of 10 — Early signal
- Stars: 254 total · +10 stars today, ≈ 35 by evening
- Star trust: star growth looks organic
- Category: Productivity & self-hosted · Language: Python · License: Apache-2.0 · Created: 2026-05-10 · Last push: 2026-09-24
- GitHub: https://github.com/aayushch/laya · Page: https://gitnova.dev/en/r/aayushch/laya

## Useful for

- Aggregate Slack, Jira and Gmail notifications into one prioritized stream via a local LLM
- Generate a morning briefing of overnight events and calendar items with context
- Track LLM costs per feature and set monthly caps with automatic pause

## Why it’s here

- 10 stars so far today, about 35 expected by the end of the day. The usual pace is 0 per day, so that's 35× as much.
- Before this, the repository barely got any stars — about 2 per day.
- The spike has held for 3 days in a row — not a one-off blip.
- GitHub Trending Python today: #16, +79 stars.
- About 16 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 37
- Issues and pull requests: 13
- Watchers: 4
- Average over the last week: 39 per day
- Usual pace: 0 per day
- Stars in the last hour (measured): 1
- Latest release: v1.6.0 (2026-09-19)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-08-26 … 2026-09-24: 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 3, 3, 16, 115, 101, 10

## Spotted in now

- GitHub Trending Python today: #16, +79 stars

## More in this category

1. **saragordic/rooms** — 5.7 · Early signal · Productivity & self-hosted · Swift · +52 stars today, ≈ 106 by evening
   A macOS app that groups windows into per-project "rooms": a hotkey restores a room's windows with a saved layout, hides the rest, and never closes anything.
   Full card: https://gitnova.dev/en/r/saragordic/rooms.md
2. **freestylefly/WeChatBridge** — 5.7 · Early signal · Productivity & self-hosted · Swift · +31 stars today, ≈ 89 by evening
   A native macOS tool that uses a Share Extension to take a WeChat chat export and forward it to AI agents (Codex, Claude, Doubao, etc.) or archive it into Obsidian. Runs fully locally without reading the WeChat database.
   Full card: https://gitnova.dev/en/r/freestylefly/WeChatBridge.md
3. **jasonwong1991/WonderBox** — 5.3 · Early signal · Productivity & self-hosted · Swift · +10 stars today, ≈ 48 by evening
   A native macOS system toolkit: memory optimization that also handles compressed memory, deep cleanup of developer caches, disk analysis, fan control, and keep-awake. Everything runs on-device; UI is in Simplified Chinese.
   Full card: https://gitnova.dev/en/r/jasonwong1991/WonderBox.md
4. **rgem227/knoweldge-base** — 5.1 · Early signal · Productivity & self-hosted · Python · +38 stars today, ≈ 114 by evening
   A self-hosted personal or team file knowledge base built with FastAPI and SQLite, with folders, tags, in-app previews, and a read-only MCP service for agents.
   Full card: https://gitnova.dev/en/r/rgem227/knoweldge-base.md
5. **0xkuch/Fibo** — 5.0 · Early signal · Productivity & self-hosted · Python · +0 stars today, ≈ 46 by evening
   A Python CLI that matches task estimates from your tracker (Jira, Linear, GitHub, GitLab) against actual time from first commit to merge and computes your personal underestimation multiplier. Runs locally, no database or account.
   Full card: https://gitnova.dev/en/r/0xkuch/Fibo.md

---

Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-24 13:15 UTC, updated every 30 minutes.