Learn-skills.dev aicoin-freqtrade

This skill should be used when the user asks about writing trading strategies, backtesting, deploying Freqtrade bots, quantitative trading, strategy optimization, or any Freqtrade-related operation. Use when user says: 'write strategy', 'create strategy', 'backtest', 'deploy Freqtrade', 'deploy bot', 'quantitative trading', 'strategy optimization', 'hyperopt', 'live trading bot', '写策略', '创建策略', '回测', '部署Freqtrade', '部署机器人', '量化交易', '量化策略', '策略优化', '超参数优化', '实盘机器人'. IMPORTANT: ALWAYS use create_strategy to generate strategy files. NEVER write Python strategy code by hand. For crypto prices/charts, use aicoin-market. For exchange trading, use aicoin-trading. For Hyperliquid, use aicoin-hyperliquid.

install

source · Clone the upstream repo

git clone https://github.com/NeverSight/learn-skills.dev

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/NeverSight/learn-skills.dev "$T" && mkdir -p ~/.claude/skills && cp -r "$T/data/skills-md/aicoincom/coinos-skills/aicoin-freqtrade" ~/.claude/skills/neversight-learn-skills-dev-aicoin-freqtrade-4a0e74 && rm -rf "$T"

manifest: data/skills-md/aicoincom/coinos-skills/aicoin-freqtrade/SKILL.md

source content

AiCoin Freqtrade

Freqtrade strategy creation, backtesting, and deployment powered by AiCoin Open API.

Version: 1.0.0

STRATEGY CREATION — USE create_strategy

You MUST use

create_strategy

to generate strategy files. NEVER write Python strategy code by hand.

# Generate a strategy with AiCoin data
node scripts/ft-deploy.mjs create_strategy '{"name":"MyStrategy","timeframe":"15m","aicoin_data":["funding_rate","ls_ratio"],"description":"资金费率极端做反向"}'

# Generate a pure technical strategy (no AiCoin data)
node scripts/ft-deploy.mjs create_strategy '{"name":"SimpleRSI","timeframe":"1h"}'

aicoin_data

options (combine any):

Data source	What it does	AiCoin tier
`funding_rate`	Extreme funding = over-leveraged, trade against	Basic ($29/mo)
`ls_ratio`	Contrarian signal from retail long/short ratio	Basic ($29/mo)
`big_orders`	Whale buy/sell pressure from institutional orders	Standard ($79/mo)
`open_interest`	Detect OI spikes = fragile market	Professional ($699/mo)
`liquidation_map`	Liquidation cascade direction bias	Advanced ($299/mo)

Strategy Generation Rules for Agent

All

aicoin_data

options require a paid API key. Based on the user's strategy description:

If strategy needs AiCoin data (
```
funding_rate
```
,
```
ls_ratio
```
,
```
big_orders
```
,
```
open_interest
```
,
```
liquidation_map
```
):
1. Do NOT silently include it. First inform the user that this data requires a paid API key.
2. Tell them which tier is needed (see table above).
3. Guide them: get API key at https://www.aicoin.com/opendata → add
```
AICOIN_ACCESS_KEY_ID
```
  &
```
AICOIN_ACCESS_SECRET
```
  to
```
.env
```
  .
4. Only include the paid data after user confirms they have the key configured.
If strategy does NOT need AiCoin data: Generate a pure technical indicator strategy (RSI, EMA, Bollinger, etc.) — works for everyone out of the box.

After generating, backtest immediately:

node scripts/ft-deploy.mjs backtest '{"strategy":"MyStrategy","timeframe":"15m","timerange":"20250101-20260301"}'

Critical Rules

ALWAYS use
create_strategy
to write strategies. NEVER hand-write Python strategy files.
ALWAYS use
ft-deploy.mjs backtest
for backtesting. NEVER write custom Python backtest scripts.
ALWAYS use
ft-deploy.mjs deploy
for deployment. NEVER use Docker. NEVER manually run
```
freqtrade
```
commands.
NEVER manually edit Freqtrade config files. Use
```
ft-deploy.mjs
```
actions.

NEVER manually run
freqtrade trade
,
source .venv/bin/activate
, or
pip install freqtrade
.

Quick Reference

Task	Command
Create strategy	`node scripts/ft-deploy.mjs create_strategy '{"name":"MyStrat","timeframe":"15m","aicoin_data":["funding_rate"]}'`
Backtest	`node scripts/ft-deploy.mjs backtest '{"strategy":"MyStrat","timeframe":"1h","timerange":"20250101-20260301"}'`
Deploy (dry-run)	`node scripts/ft-deploy.mjs deploy '{"pairs":["BTC/USDT:USDT"]}'`
Deploy (live)	`node scripts/ft-deploy.mjs deploy '{"dry_run":false,"pairs":["BTC/USDT:USDT"]}'`
Hyperopt	`node scripts/ft-deploy.mjs hyperopt '{"strategy":"MyStrat","timeframe":"1h","timerange":"20250101-20260301","epochs":100}'`
Strategy list	`node scripts/ft-deploy.mjs strategy_list`
Bot status	`node scripts/ft-deploy.mjs status`
Bot logs	`node scripts/ft-deploy.mjs logs '{"lines":50}'`
Check profit	`node scripts/ft.mjs profit`
Open trades	`node scripts/ft.mjs trades_open`

Setup

Prerequisites: Python 3.11+ and git.

Environment Variables

.env

auto-loaded from (first found wins):

Current working directory
```
~/.openclaw/workspace/.env
```
```
~/.openclaw/.env
```

Exchange keys (required for live/dry-run trading):

# Same format as aicoin-trading skill
BINANCE_API_KEY=xxx
BINANCE_API_SECRET=xxx
# Or OKX, Bybit, etc. — see aicoin-trading skill for full list

AiCoin API key (required if strategy uses

aicoin_data

AICOIN_ACCESS_KEY_ID=your-key-id
AICOIN_ACCESS_SECRET=your-secret

Get at https://www.aicoin.com/opendata. See Paid Feature Guide for tier details.

安全说明： AiCoin API Key 仅用于获取市场数据，无法进行任何交易操作。交易所 API Key 需单独到交易所申请。所有密钥仅保存在本地设备

.env

文件中，不会上传到任何服务器。

Deploy

Deploy is one command:

node scripts/ft-deploy.mjs check    # Check prerequisites
node scripts/ft-deploy.mjs deploy '{"pairs":["BTC/USDT:USDT","ETH/USDT:USDT"]}'

This automatically: clones Freqtrade, runs

setup.sh -i

, creates config from

.env

, starts background process, writes

FREQTRADE_*

vars to

.env

Deploy defaults to dry-run (simulated trading). Pass

{"dry_run":false}

for live.

Scripts

scripts/ft-deploy.mjs — Deployment & Strategy

Action	Description	Params
`check`	Check prerequisites	None
`deploy`	Deploy Freqtrade	`{"dry_run":true,"pairs":["BTC/USDT:USDT"]}`
`backtest`	Run backtest	`{"strategy":"SampleStrategy","timeframe":"1h","timerange":"20250101-20260301"}`
`hyperopt`	Parameter optimization	`{"strategy":"MyStrat","timeframe":"1h","timerange":"20250101-20260301","epochs":100}`
`create_strategy`	Generate strategy file	`{"name":"MyStrat","timeframe":"15m","aicoin_data":["funding_rate","ls_ratio"]}`
`strategy_list`	List strategies	None
`update`	Update Freqtrade	None
`status`	Process status	None
`start`	Start process	None
`stop`	Stop process	None
`logs`	View logs	`{"lines":50}`
`remove`	Remove process	None

scripts/ft.mjs — Bot Control (requires running process)

Action	Description	Params
`ping`	Health check	None
`start`	Start trading	None
`stop`	Stop trading	None
`reload`	Reload config	None
`config`	View config	None
`version`	Version info	None
`sysinfo`	System info	None
`health`	Health status	None
`logs`	View logs	`{"limit":50}`
`balance`	Account balance	None
`trades_open`	Open trades	None
`trades_count`	Trade count	None
`trade_by_id`	Trade by ID	`{"trade_id":1}`
`trades_history`	Trade history	`{"limit":50}`
`force_enter`	Manual entry	`{"pair":"BTC/USDT","side":"long"}`
`force_exit`	Manual exit	`{"tradeid":"1"}`
`cancel_order`	Cancel order	`{"trade_id":1}`
`delete_trade`	Delete record	`{"trade_id":1}`
`profit`	Profit summary	None
`profit_per_pair`	Profit per pair	None
`daily`	Daily report	`{"count":7}`
`weekly`	Weekly report	`{"count":4}`
`monthly`	Monthly report	`{"count":3}`
`stats`	Statistics	None

scripts/ft-dev.mjs — Dev Tools (requires running process)

Action	Description	Params
`backtest_start`	Start backtest	`{"strategy":"MyStrat","timerange":"20240101-20240601","timeframe":"5m"}`
`backtest_status`	Backtest status	None
`backtest_abort`	Abort backtest	None
`backtest_history`	Backtest history	None
`backtest_result`	History result	`{"id":"xxx"}`
`candles_live`	Live candles	`{"pair":"BTC/USDT","timeframe":"1h"}`
`candles_analyzed`	Candles with indicators	`{"pair":"BTC/USDT","timeframe":"1h","strategy":"MyStrat"}`
`candles_available`	Available pairs	None
`whitelist`	Whitelist	None
`blacklist`	Blacklist	None
`blacklist_add`	Add to blacklist	`{"add":["DOGE/USDT"]}`
`locks`	Trade locks	None
`strategy_list`	Strategy list	None
`strategy_get`	Strategy detail	`{"name":"MyStrat"}`

Built-in AiCoin Strategies

Auto-installed on deploy:

FundingRateStrategy — Exploit extreme funding rates for mean reversion (Basic tier)
WhaleFollowStrategy — Follow whale order flow + contrarian L/S ratio (Standard tier)
LiquidationHunterStrategy — Profit from liquidation cascades (Advanced tier)

User Journey

"帮我写一个资金费率策略"
  → node scripts/ft-deploy.mjs create_strategy '{"name":"FundingStrat","timeframe":"15m","aicoin_data":["funding_rate"]}'

"回测一下"
  → node scripts/ft-deploy.mjs backtest '{"strategy":"FundingStrat","timeframe":"15m","timerange":"20250101-20260301"}'

"不错，部署"
  → node scripts/ft-deploy.mjs deploy '{"pairs":["BTC/USDT:USDT"]}'

"上实盘"
  → node scripts/ft-deploy.mjs deploy '{"dry_run":false}'

"今天赚了多少？"
  → node scripts/ft.mjs profit

Cross-Skill References

Need	Use
Prices, K-lines, market data	aicoin-market
Exchange trading (buy/sell)	aicoin-trading
Hyperliquid whale tracking	aicoin-hyperliquid

Common Errors

```
errorCode 304 / HTTP 403
```
— Paid AiCoin feature. Do NOT retry. See Paid Feature Guide below.
```
Python not found
```
— Need Python 3.11+.
```
ft-deploy.mjs check
```
validates this.

Strategy not found

— Check

ft-deploy.mjs strategy_list

. File must be in

~/.freqtrade/user_data/strategies/

Timerange format

— Use

YYYYMMDD-YYYYMMDD

(e.g.,

20250101-20260301

```
Timeout
```
— Freqtrade ops may take 5+ min. Use
```
ft-deploy.mjs
```
which handles timeouts.

Paid Feature Guide

When a script returns 304 or 403: Do NOT retry. Tell the user:

What happened: This AiCoin data feature needs a paid API subscription.
How to get a key: Visit https://www.aicoin.com/opendata to register and create an API key.
Tier options (for
```
aicoin_data
```
in strategies):

Tier	Price	Strategy Data
Free	$0	Pure technical indicators only (no `aicoin_data` )
Basic	$29/mo	+ `funding_rate` , `ls_ratio`
Standard	$79/mo	+ `big_orders`
Advanced	$299/mo	+ `liquidation_map`
Professional	$699/mo	+ `open_interest`

How to configure: Add to
```
.env
```
file:

AICOIN_ACCESS_KEY_ID=your-key-id
AICOIN_ACCESS_SECRET=your-secret

```
.env
```
auto-loaded from: cwd →
```
~/.openclaw/workspace/.env
```
→
```
~/.openclaw/.env
```
. After configuring, the same script command will work.
MUST tell the user: AiCoin API Key 仅用于获取市场数据，无法进行任何交易操作。如需在交易所下单，需要单独到交易所申请交易 API Key。所有密钥仅保存在你的本地设备
```
.env
```
文件中，不会上传到任何服务器。

Troubleshooting

Check Python:
```
python3 --version
```
(need 3.11+)
Check logs:
```
node scripts/ft-deploy.mjs logs
```
Verify exchange keys in
```
.env
```
(see Setup)
DO NOT try manual fixes — report error, let ft-deploy.mjs handle it