Atlas / Skills / jeremylongshore / Simulating Flash Loans

Simulating Flash LoansSAFE

skills/jeremylongshore/simulating-flash-loans

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
1.30.0
Hosts
1 documented
License
MIT
Stars
2,823
01

Overview

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Read from source at commit 4f83675ca38aOBSERVED · 2026-10-08
02

Install

Commands as the repository documents them. They are shown, not run.

pip install --upgrade web3 httpx
03

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
04

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: simulating-flash-loans
description: 'Simulate flash loan strategies with profitability calculations and risk
  assessment across Aave, dYdX, and Balancer.

  Use when simulating flash loans, analyzing arbitrage profitability, evaluating liquidation
  opportunities, or comparing flash loan providers.

  Trigger with phrases like "simulate flash loan", "flash loan arbitrage", "liquidation
  profit", "compare Aave dYdX", "flash loan strategy", or "DeFi arbitrage simulation".

  '
allowed-tools: Read, Write, Edit, Grep, Glob, Bash(crypto:flashloan-*)
version: 1.30.0
author: Jeremy Longshore <[email protected]>
license: MIT
tags:
- crypto
- simulating-flash
compatibility: Designed for Claude Code
---
# Simulating Flash Loans

## Contents

[Overview](#overview) | [Prerequisites](#prerequisites) | [Instructions](#instructions) | [Output](#output) | [Error Handling](#error-handling) | [Examples](#examples) | [Resources](#resources)

## Overview

Simulate flash loan strategies across Aave V3, dYdX, and Balancer with profitability calculations, gas cost estimation, and risk assessment. Evaluate flash loan opportunities without executing real transactions.

## Prerequisites

1. Install Python 3.9+ with `web3`, `httpx`, and `rich` packages
2. Configure RPC endpoint access (free public RPCs via https://chainlist.org work fine)
3. Optionally add Etherscan API key for better gas estimates
4. Set RPC in `${CLAUDE_SKILL_DIR}/config/settings.yaml` or use `ETH_RPC_URL` env var

## Instructions

1. Simulate a two-DEX arbitrage with automatic fee and gas calculation:

   ```bash
   python ${CLAUDE_SKILL_DIR}/scripts/flash_simulator.py arbitrage ETH USDC 100 \
     --dex-buy uniswap --dex-sell sushiswap
   ```

2. Compare flash loan providers to find the cheapest for your strategy:

   ```bash
   python ${CLAUDE_SKILL_DIR}/scripts/flash_simulator.py arbitrage ETH USDC 100 --compare-providers
   ```

3. Analyze liquidation profitability on lending protocols:

   ```bash
   python ${CLAUDE_SKILL_DIR}/scripts/flash_simulator.py liquidation \
     --protocol aave --health-factor 0.95
   ```

4. Simulate triangular arbitrage with multi-hop circular paths:

   ```bash
   python ${CLAUDE_SKILL_DIR}/scripts/flash_simulator.py triangular \
     ETH USDC WBTC ETH --amount 50
   ```

5. Add risk assessment (MEV competition, execution, protocol, liquidity) to any simulation:

   ```bash
   python ${CLAUDE_SKILL_DIR}/scripts/flash_simulator.py arbitrage ETH USDC 100 --risk-analysis
   ```

6. Run full analysis combining all features:

   ```bash
   python ${CLAUDE_SKILL_DIR}/scripts/flash_simulator.py arbitrage ETH USDC 100 \
     --full --output json > simulation.json
   ```

## Output

- **Quick Mode**: Net profit/loss, provider recommendation, Go/No-Go verdict
- **Breakdown Mode**: Step-by-step transaction flow with individual cost components
- **Comparison Mode**: All providers ranked by net profit with fee differences
- **Risk Analysis**: Competition, execution, protocol, and liquidity scores (0-100) with viability grade (A-F)

See `${CLAUDE_SKILL_DIR}/references/implementation.md` for detailed output examples and risk scoring methodology.

## Error Handling

| Error | Cause | Solution |
|-------|-------|----------|
| RPC Rate Limit | Too many requests | Switch to backup endpoint or wait |
| Stale Prices | Data older than 30s | Auto-refreshes with warning |
| No Profitable Route | All routes lose after costs | Try different pairs or amounts |
| Insufficient Liquidity | Trade exceeds pool depth | Reduce amount or split across pools |

See `${CLAUDE_SKILL_DIR}/references/errors.md` for comprehensive error handling.

## Examples

**Basic arbitrage simulation:**

```bash
python ${CLAUDE_SKILL_DIR}/scripts/flash_simulator.py arbitrage ETH USDC 100 \
  --dex-buy uniswap --dex-sell sushiswap
```

**Find cheapest provider:**

```bash
python ${CLAUDE_SKILL_DIR}/scripts/flash_simulator.py arbitrage ETH USDC 100 --compare-providers
```

**Liquidation opportunity scan:**

```bash
python ${CLAUDE_SKILL_DIR}/scripts/flash_simulator.py liquidation --protocol aave --health-factor 0.95
```

See `${CLAUDE_SKILL_DIR}/references/examples.md` for multi-provider comparison and backtesting examples.

## Resources

- `${CLAUDE_SKILL_DIR}/references/implementation.md` - Provider comparison, strategy details, risk scoring, output modes
- [Aave V3 Flash Loans](https://docs.aave.com/developers/guides/flash-loans)
- dYdX Flash Loans
- Balancer Flash Loans
- [Flashbots Protect](https://docs.flashbots.net/flashbots-protect/overview)
05

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha 4f83675ca38afull audit observations/trust-audit/skill/jeremylongshore__simulating-flash-loans.json · Report an issue / request a re-scan
06

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-084f83675ca38aSAFEB89first audit
07

Questions

What does the Simulating Flash Loans skill do?

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Is Simulating Flash Loans safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Simulating Flash Loans access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Simulating Flash Loans work with?

Its documentation mentions claude-code. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (4f83675ca38a), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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