# petershifi123-wq/solve-lite > Offline local decision runtime for AI agents on macOS arm64: one CoreML BERT encoder plus four tiny heads (Review, Topic, NLI, Financial), ~50.93 MB install with 18 host profiles. - Magnitude: 1.8 out of 10 — Early signal - Stars: 68 total · +0 stars today, ≈ 12 by evening - Star trust: star growth looks organic - Category: AI agents · Language: Python · Created: 2026-09-25 · Last push: 2026-09-28 - GitHub: https://github.com/petershifi123-wq/solve-lite · Page: https://gitnova.dev/en/r/petershifi123-wq/solve-lite ## Useful for - Install the runtime on a macOS host with installer.py --host auto - Verify the installed copy via installer.py --check --json - Wire the offline decision router into Claude Code, Cursor or Aider without model-path setup ## Why it’s here - 0 stars so far today, about 12 expected by the end of the day. - The spike has held for 3 days in a row — not a one-off blip. - The repository is 6 days old and already has 68 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet. - Top new repositories this week: #199. ## 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: 0 - Issues and pull requests: 2 - Watchers: 0 - Average over the last week: 11 per day - Usual pace: too little history (under two weeks) - Stars in the last hour (measured): 0 - Latest release: v0.1.11 (2026-09-28) ## Stars per day, last 12 days (oldest → newest, today is partial) 2026-09-20 … 2026-10-01: 0, 0, 0, 0, 0, 1, 12, 18, 11, 10, 16, 0 ## Spotted in now - Top new repositories this week: #199 ## More in this category 1. **Louis-CFM/coucou** — 8.7 · Early signal · AI agents · Swift · +0 stars today, ≈ 968 by evening A native macOS app that lives in the MacBook notch and monitors Claude Code sessions: approve permissions, answer questions and watch agents work without leaving the notch. Full card: https://gitnova.dev/en/r/Louis-CFM/coucou.md 2. **NVIDIA/OpenShell** — 8.5 · Breakout · AI agents · Rust · +0 stars today, ≈ 1,440 by evening A safe, private runtime for autonomous AI agents: isolated sandbox containers governed by declarative YAML policies restricting filesystem, network, and process access. Manages credential injection for agents like Claude, Codex, OpenCode,… Full card: https://gitnova.dev/en/r/NVIDIA/OpenShell.md 3. **feder-cr/dots** — 8.3 · Breakout · AI agents · Python · +0 stars today, ≈ 1,063 by evening Open-source web AI agent with its own patched Firefox browser that avoids detection and blocking. The model is swappable via OpenRouter, while the browser keeps a consistent identity and persistent sessions. Full card: https://gitnova.dev/en/r/feder-cr/dots.md 4. **rehan-remade/universal-modder** — 7.6 · Early signal · AI agents · Python · +0 stars today, ≈ 639 by evening A set of skills, tools and the fal MCP for Claude Code that lets it mod almost any PC game: engine recon, reverse engineering, asset generation, in-game testing and showcase video recording. Full card: https://gitnova.dev/en/r/rehan-remade/universal-modder.md 5. **echris6/motion-video-kit** — 7.0 · Early signal · AI agents · Python · +0 stars today, ≈ 394 by evening A Claude Code skill kit for producing premium, launch-style business commercials with AI footage, HTML/GSAP motion, selective Three.js, and an independent-critic quality loop. Full card: https://gitnova.dev/en/r/echris6/motion-video-kit.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 2026-10-01 03:34 UTC, updated every 30 minutes.