# Kaixxrua/excel-codex-bridge > A local bridge that lets Codex CLI and Codex Desktop run through an existing ChatGPT login on your machine (from Codex or the Excel add-in cache), without implementing its own OAuth. - Magnitude: 4.6 out of 10 — Early signal - Stars: 83 total · +26 stars today, ≈ 38 by evening - Star trust: star growth looks organic - Category: AI agents · Language: Python · License: Unlicense · Created: 2026-09-24 · Last push: 2026-09-25 - GitHub: https://github.com/Kaixxrua/excel-codex-bridge · Page: https://gitnova.dev/en/r/Kaixxrua/excel-codex-bridge ## Useful for - Run Codex CLI with the gpt-5.6-sol-excel model through the local bridge - Point Codex Desktop at *-excel models by temporarily rewriting config.toml - Check with excel-codex status which login is used and when it expires ## Why it’s here - 26 stars so far today, about 38 expected by the end of the day. - The spike has held for 2 days in a row — not a one-off blip. - The repository is 1 day old and already has 83 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet. - Top new repositories this week: #200. - About 20 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: 16 - Issues and pull requests: 1 - Watchers: 0 - Average over the last week: 48 per day - Usual pace: too little history (under two weeks) - Stars in the last hour (measured): 1 - Latest release: v0.5.1 (2026-09-25) ## Stars per day, last 6 days (oldest → newest, today is partial) 2026-09-20 … 2026-09-25: 0, 0, 0, 0, 57, 26 ## Spotted in now - Top new repositories this week: #200 ## More in this category 1. **paperclipai/paperclip** — 8.7 · Breakout · AI agents · TypeScript · +1,113 stars today, ≈ 1,568 by evening Open-source Node.js and React platform for orchestrating a team of AI agents: goals, org chart, budgets, tickets and audit. Suits teams running autonomous agents (Claude Code, Codex, Cursor, etc.) and wanting to manage them like employees. Full card: https://gitnova.dev/en/r/paperclipai/paperclip.md 2. **vectorize-io/hindsight** — 8.6 · Breakout · AI agents · Python · +1,201 stars today, ≈ 1,668 by evening Hindsight is a long-term memory system for AI agents that stores facts and observations rather than just conversation history, reporting state-of-the-art results on the LongMemEval benchmark. It runs as a server (Docker, pip, Helm) or… Full card: https://gitnova.dev/en/r/vectorize-io/hindsight.md 3. **google/ax** — 7.8 · Breakout · AI agents · Go · +501 stars today, ≈ 757 by evening A declarative orchestrator for running autonomous AI agent workloads in a cluster, using a Kubernetes-like model with Task, Workspace, Gateway, and Model manifests. It sandboxes agents, pre-wires their environment, and restricts network… Full card: https://gitnova.dev/en/r/google/ax.md 4. **NandhaKishorM/laya** — 7.5 · Cooling · AI agents · Python · +789 stars today, ≈ 1,194 by evening Laya is a non-autoregressive decision engine that answers typed questions (choice, score, noul) over any state (text, email, ticket, JSON) in a single forward pass (~35 ms on GPU) with calibrated probabilities. Full card: https://gitnova.dev/en/r/NandhaKishorM/laya.md 5. **Contrastive-LM/CLM** — 7.4 · Early signal · AI agents · Python · +224 stars today, ≈ 351 by evening CLM is a class of System One language models trained contrastively to connect states and actions; the repo serves CLM-8B behind a TypeSafe-compatible API for fast agent decision-making. Full card: https://gitnova.dev/en/r/Contrastive-LM/CLM.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 2026-09-25 17:07 UTC, updated every 30 minutes.