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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Self-healing infrastructure for AI agent payments. 90.3% auto-recovery.
| Date | Stars |
|---|---|
| 2026-07-31 | 823 |
| 2026-08-05 | 825 |
| 2026-08-06 | 825 |
Today
— stars today
This week
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This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
# Helix
[](https://www.npmjs.com/package/@helix-agent/core)
[](https://www.npmjs.com/package/@helix-agent/core)
[](#)
[](https://github.com/adrianhihi/helix/stargazers)
[](LICENSE)
[](https://pypi.org/project/helix-agent-sdk/)
**Self-healing runtime for autonomous agents. Fix once, immune forever.**
**Agent payment intelligence** — predict costs, optimize execution, fix failures. Powered by [VialOS Runtime](https://github.com/adrianhihi/vialos-runtime).
Your agent's API call failed. Helix diagnosed it, fixed it, and remembered. Next time — instant fix, zero cost. Think of stackoverflow + crowdstrike for agents.
```typescript
// Before: hope for the best
await agent.sendPayment(invoice);
// After: self-healing in one line
const safePay = wrap(agent.sendPayment.bind(agent), { mode: 'auto' });
await safePay(invoice);
```
---
**If this helped, please ⭐ — it helps us reach more developers.**
## How It Works
Helix wraps your function. When it fails, a 6-stage pipeline kicks in:
```
Error occurs → Perceive → Construct → Evaluate → Commit → Verify → Gene
│ │ │ │ │ │
What broke? Find fixes Score them Execute Worked? Remember
```
The fix is stored in the **Gene Map** — a SQLite knowledge base scored by reinforcement learning. Next time the same error hits any agent, it's fixed in under 1ms. No diagnosis, no LLM call, no cost.
## Benchmarks
- **1,083 Base Mainnet transactions** (12hr A/B test) — Helix: 99.9% vs blind retry: 81.9%
- **5 frontier LLMs** (GPT-4o-mini, GPT-4o, Claude Opus 4.6, GPT-5.4-mini, GPT-5.4) tested on bare `execution reverted` — all failed. PCEC: 100%.
- **Gene Map warm**: 2,140ms → 1.1ms, $0.49 → $0.00 per repair
- Full eval harness: [experiments/](./experiments)
## Quick Start
```bash
npm install @helix-agent/core
```
```typescript
import { wrap } from '@helix-agent/core';
// Wrap any async function — payments, API calls, anything
const safeCall = wrap(myFunction, { mode: 'auto' });
const result = await safeCall(args);
// Errors are automatically:
// 1. Diagnosed (what type of error?)
// 2. Fixed (modify params, retry with backoff, refresh token...)
// 3. Remembered (next time → instant fix)
```
## Demo
<img width="463" height="854" alt="image" src="https://github.com/user-attachments/assets/28824439-b819-4e83-85c7-4906b31e5560" />
Three modes, three risk levels:
| Mode | Behavior | Risk |
|------|----------|------|
| `observe` | Diagnose only, never touch your call | Zero |
| `auto` | Diagnose + fix params + retry | Low — only changes how, never what |
| `full` | Auto + fund movement strategies | Medium |
## Powered by VialOS Runtime
Helix is the first vertical product of **[VialOS](https://github.com/adrianhihi/vialos-runtime)** — an AI agent operating system. The VialOS Runtime provides the PCEC engine, Gene Map, and all learning modules. Helix adds payment-specific adapters on top.
```
@vial/core Generic self-healing engine
├── PCEC Engine 6-stage repair pipeline
├── Gene Map SQLite knowledge base + RL scoring
├── Self-Refine Iterative failure refinement
├── Meta-Learning 3 similar fixes → pattern → 4th is instant
├── Safety Verifier 7 pre-execution constraints
├── Self-Play Autonomous error discovery
├── Federated Learning Privacy-preserving distributed RL
└── Prompt Optimizer LLM classification auto-improves
@helix-agent/core Payment vertical (powered by Vial)
├── Coinbase 17Excerpt of 14,083 characters
Read on GitHub
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:0996e8a58942766d, topic:ai-agents, topic:multi-agent-systems, topic:agentic-ai