# Asymptote-Labs/agent-beacon

> Open-source local-first memory layer for AI agents: captures session history from Claude Code, Cursor, Codex, OpenCode and 20+ other harnesses, extracts useful workflows and corrections, and makes them reusable by future agents.

- Magnitude: 4.9 out of 10 — Early signal
- Stars: 1,173 total · +46 stars today, ≈ 103 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Go · License: MIT · Created: 2026-05-12 · Last push: 2026-09-23
- GitHub: https://github.com/Asymptote-Labs/agent-beacon · Homepage: https://beacon.sh · Page: https://gitnova.dev/en/r/Asymptote-Labs/agent-beacon

## Useful for

- Collect session history from multiple agents into a single JSONL trace
- Inspect event timeline, tool calls and token usage in the local dashboard
- Share reviewed workflows and corrections with future agents via MCP or Agent Skills

## Why it’s here

- 46 stars so far today, about 103 expected by the end of the day. The usual pace is 8 per day, so that's 12× as much.
- Over the last two days the pace is 17× that of the previous week and a half.
- The spike has held for 3 days in a row — not a one-off blip.
- GitHub Trending Go today: #6, +186 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: 88
- Issues and pull requests: 639
- Watchers: 1
- Average over the last week: 112 per day
- Usual pace: 8 per day
- Stars in the last hour (measured): 6
- Latest release: v1.3.21 (2026-09-23)

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

2026-08-25 … 2026-09-23: 1, 3, 0, 0, 0, 0, 2, 3, 1, 0, 2, 1, 0, 3, 2, 30, 46, 26, 4, 4, 3, 9, 2, 0, 0, 1, 2, 475, 200, 46

## Spotted in now

- GitHub Trending Go today: #6, +186 stars

## More in this category

1. **NandhaKishorM/laya** — 8.8 · Breakout · AI agents · Python · +1,318 stars today, ≈ 2,918 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
2. **google/ax** — 8.7 · Breakout · AI agents · Go · +441 stars today, ≈ 922 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
3. **unreallabsai/unreal-agent** — 8.6 · Breakout · AI agents · Go · +250 stars today, ≈ 589 by evening
   Async-first agent harness in Go: sessions with persisted forkable history, input deduplication, an LLM-turn coordinator, and asynchronous operation execution via swappable components.
   Full card: https://gitnova.dev/en/r/unreallabsai/unreal-agent.md
4. **jev-chat/jev-chat-jarvis** — 8.3 · Breakout · AI agents · Kotlin · +505 stars today, ≈ 1,209 by evening
   Android app that reads the on-screen chat via AccessibilityService, judges the other side's intent with the Jev model, and shows 3 ranked reply drafts in a translucent overlay. Replies are filled into the input box but sent manually.
   Full card: https://gitnova.dev/en/r/jev-chat/jev-chat-jarvis.md
5. **CopilotKit/openmuse** — 8.0 · Early signal · AI agents · TypeScript · +280 stars today, ≈ 620 by evening
   A personal AI agent with a browser, terminal, and files that carries out tasks on request and shows its work. Built with CopilotKit and AG-UI for iOS, Android, and web.
   Full card: https://gitnova.dev/en/r/CopilotKit/openmuse.md

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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 2026-09-23 13:41 UTC, updated every 30 minutes.