agent-beacon

Name: agent-beacon Review
Item: agent-beacon
Rating: 3.2
Author: Aaron Matthews

Skill Development Usable

Works inClaude Code

Usable Scanned — metadata only

Reduces AI agent hallucination and context drift by maintaining persistent, structured memory across sessions.

The cross-harness self-improving memory layer for AI agents.

Ask Claude to store and retrieve conversation context across multiple development sessions automatically.
Generate improved code suggestions by learning from previous debugging patterns and solutions.
Automate knowledge retention so Claude remembers your codebase architecture between separate tasks.

2,883 starsMIT (commercial OK)FreeQuick setup

Usable rating — This tool is functional but has notable gaps. Review the evaluation notes below before deploying.

Why it matters

Reduces AI agent hallucination and context drift by maintaining persistent, structured memory across sessions. Enables agents to learn from prior interactions and improve accuracy over time without retraining.

Best for

Teams deploying autonomous AI agents for code generation or troubleshooting where consistency and memory retention across long-running tasks is critical.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/Asymptote-Labs/agent-beacon

By Asymptote-Labs

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → Plugins → Add plugin. Search and click Install. Skills work in Claude Code only.

Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.

Command

claude plugins install Asymptote-Labs/agent-beacon

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

Auto-generated from the tool's public listing — not hands-on verified. Cross-check against the source repo's README before running.

First thing to try

After installing, paste this into Claude:

Store and retrieve conversation context across multiple development sessions automatically

CostFree

Trust Signals Auto-scanned

Stars2,883Contributors30Last updated2026-10-28LicenseMIT (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-10-28 · scanner v1

Community Pulse Growing

Discussed on Hacker News

Show HN: Beacon - The open-source layer for local AI agent visibility — Hacker News · 21 pts

1 mentions across 1 sources

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

Scored from trust signals (evidence-eval-v1): 461 GitHub stars; contributors unknown; last commit 0d ago; license MIT.

Things to check

Scanned, not hands-on tested — this entry was auto-scanned from public metadata (GitHub metrics, license, security flags). No reviewer has run it, and no tool-specific limitations have been documented yet.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

3/5

Versatility

4/5

Reliability

3/5

Security

3/5

Overall score3.25 / 5.00 UsableEvaluatedSep 2026

Scored from trust signals (evidence-eval-v1): 461 GitHub stars; contributors unknown; last commit 0d ago; license MIT.

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