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断浪分析

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This open-source AI trading system on GitHub, QuantDinger, has already reached 13K stars Research, write Python strategies, backtest, paper trade, and trade live—the whole package is fully open source My take is simple: feel free to experiment with backtesting and paper trading, but don’t rush into live trading That’s how I designed my own trading bot, too It only backtests and writes TradingView indicators; it never places a single trade for me There’s just one reason AI can write strategies quickly, but when the market changes, it doesn’t know to get scared I’m going to run a few crypto strategies I often use through paper trading first, and see how the results compare with my backtests #AI交易 #量化 $BTC
This open-source AI trading system on GitHub, QuantDinger, has already reached 13K stars

Research, write Python strategies, backtest, paper trade, and trade live—the whole package is fully open source

My take is simple: feel free to experiment with backtesting and paper trading, but don’t rush into live trading

That’s how I designed my own trading bot, too
It only backtests and writes TradingView indicators; it never places a single trade for me

There’s just one reason
AI can write strategies quickly, but when the market changes, it doesn’t know to get scared

I’m going to run a few crypto strategies I often use through paper trading first, and see how the results compare with my backtests

#AI交易 #量化 $BTC
Go, go!! Binance Agent ID free avatars are back 🔥🔥 Ka Agents avatars: the first one is completely FREE to mint!! Only Binance Agentic Wallet can mint them—regular wallets can’t even get in Limited supply, max 5 per Agent ID Grab the free one first—if you’re slow, it’ll be gone The next few only cost a few cents each; all 5 come to just a dollar or two, practically free I’ve already sent my agent to grab one. What are you waiting for? 😂 ⚠️ Revoke permissions immediately after minting!! Free is great, but don’t lose your wallet If you haven’t set up an Agentic Wallet yet, there’s still time to do it now #币安AgentID #NFT $BNB
Go, go!! Binance Agent ID free avatars are back 🔥🔥

Ka Agents avatars: the first one is completely FREE to mint!!
Only Binance Agentic Wallet can mint them—regular wallets can’t even get in

Limited supply, max 5 per Agent ID
Grab the free one first—if you’re slow, it’ll be gone

The next few only cost a few cents each; all 5 come to just a dollar or two, practically free

I’ve already sent my agent to grab one. What are you waiting for? 😂

⚠️ Revoke permissions immediately after minting!! Free is great, but don’t lose your wallet

If you haven’t set up an Agentic Wallet yet, there’s still time to do it now

#币安AgentID #NFT $BNB
I managed to get in on this one too! Having AI automatically farm projects is just too good!! I got 23 for free tonight, and only spent gas the whole time 🔥 #BNBChain #AIAgent $BNB
I managed to get in on this one too!

Having AI automatically farm projects is just too good!!

I got 23 for free tonight, and only spent gas the whole time 🔥

#BNBChain #AIAgent $BNB
Could Mbappé be talking about Ying Zheng???
Could Mbappé be talking about Ying Zheng???
Are there any AI bloggers worth following?
Are there any AI bloggers worth following?
Ask if you don't understand: Is Mbappé totally finished this time!!! Will this affect his chances of coming to China to make money in the future?? Or is he going to be completely banned in China?? #热点 #Football
Ask if you don't understand:

Is Mbappé totally finished this time!!!

Will this affect his chances of coming to China to make money in the future??

Or is he going to be completely banned in China??

#热点 #Football
$BTC |Morning Analysis + 4H Execution Plan Morning outlook: The long structure still has the upper hand, but only accept pullbacks followed by confirmation/holding power. Do not chase prices that run too far away from support. In the past 4 hours, trading volume is only 0.15 times the normal level, and this move still lacks confirmation. 4H structure: On the 4H chart, both the highs and lows are being raised in tandem. The left-side swing low and the retracement have already formed the structure. On the right side, do not chase the price—just wait for the observation zone to show follow-through/holding. Execution plan Current: $64,896 Observation zone: $64,660—$64,720 Trigger: After price returns to the observation zone, first watch for a stop-loss rejection (failure to go lower) and increased volume. If it cannot hold above the invalidation level, then cancel this plan. Invalidation: $64,480 Targets: $64,960 / $65,360
$BTC |Morning Analysis + 4H Execution Plan

Morning outlook: The long structure still has the upper hand, but only accept pullbacks followed by confirmation/holding power. Do not chase prices that run too far away from support.
In the past 4 hours, trading volume is only 0.15 times the normal level, and this move still lacks confirmation.

4H structure: On the 4H chart, both the highs and lows are being raised in tandem. The left-side swing low and the retracement have already formed the structure. On the right side, do not chase the price—just wait for the observation zone to show follow-through/holding.

Execution plan
Current: $64,896
Observation zone: $64,660—$64,720
Trigger: After price returns to the observation zone, first watch for a stop-loss rejection (failure to go lower) and increased volume. If it cannot hold above the invalidation level, then cancel this plan.
Invalidation: $64,480
Targets: $64,960 / $65,360
$BTC |Morning Analysis + 4H Execution Plan Morning Assessment: The price has returned to the lower half of the range. First, observe whether there is active support near the support level. Derivatives are not overly crowded at the moment. Today, we will mainly follow the 4H price structure. 4H Structure: On the 4H chart, both the highs and lows are rising together. The left-side low point and the pullback have already formed the structure. On the right side, do not chase the price—just wait to see whether the observation zone shows signs of acceptance/support. Execution Plan Current: $64,301 Observation Zone: $64,130—$64,190 Trigger: After price returns to the observation zone, first look for trend stabilization and an increase in volume. If it cannot hold the invalidation level, cancel this plan. Invalidation: $63,960 Targets: $64,500 / $64,770
$BTC |Morning Analysis + 4H Execution Plan

Morning Assessment: The price has returned to the lower half of the range. First, observe whether there is active support near the support level. Derivatives are not overly crowded at the moment. Today, we will mainly follow the 4H price structure.

4H Structure: On the 4H chart, both the highs and lows are rising together. The left-side low point and the pullback have already formed the structure. On the right side, do not chase the price—just wait to see whether the observation zone shows signs of acceptance/support.

Execution Plan
Current: $64,301
Observation Zone: $64,130—$64,190
Trigger: After price returns to the observation zone, first look for trend stabilization and an increase in volume. If it cannot hold the invalidation level, cancel this plan.
Invalidation: $63,960
Targets: $64,500 / $64,770
$BTC |morning analysis + 4H execution plan Morning outlook: The long (bullish) structure is still dominant, but accept only the pullback’s support/resumption—do not chase prices too far away from support. Derivatives are not extremely crowded at the moment; today is still mainly guided by the 4H price structure. 4H structure: On the 4H chart, highs and lows are both rising in sync. The left-side swing low and the pullback have already outlined the structure. On the right side, don’t chase price; just wait for a support/resumption to appear within the observation zone. Execution plan Current: $64,396 Observation zone: $64,020—$64,100 Trigger: After price returns to the observation zone, first look for a reversal signal (stop-fall) and increased volume. If price can’t hold the invalidation level, cancel this plan. Invalidation: $63,580 Targets: $64,530 / $64,730
$BTC |morning analysis + 4H execution plan

Morning outlook: The long (bullish) structure is still dominant, but accept only the pullback’s support/resumption—do not chase prices too far away from support. Derivatives are not extremely crowded at the moment; today is still mainly guided by the 4H price structure.

4H structure: On the 4H chart, highs and lows are both rising in sync. The left-side swing low and the pullback have already outlined the structure. On the right side, don’t chase price; just wait for a support/resumption to appear within the observation zone.

Execution plan
Current: $64,396
Observation zone: $64,020—$64,100
Trigger: After price returns to the observation zone, first look for a reversal signal (stop-fall) and increased volume. If price can’t hold the invalidation level, cancel this plan.
Invalidation: $63,580
Targets: $64,530 / $64,730
$BTC |In the morning, only watch this segment The long/bull structure is still dominant, but I only accept the consolidation after a pullback; I won’t chase prices that run too far away from support. The most obvious issue right now is volume. In the past 4 hours, the trading volume has only been 0.55 times the normal level. Moves like this are more likely to stall at the first key level. Current: $63,662 Watch zone: $63,250—63,330 Invalidation: $62,950 Targets: $63,780 / 63,990 Once price enters the watch zone, I only look at one thing: whether volume comes back along with it. Without consolidation, the mere touch of the price itself isn’t a signal.
$BTC |In the morning, only watch this segment

The long/bull structure is still dominant, but I only accept the consolidation after a pullback; I won’t chase prices that run too far away from support.

The most obvious issue right now is volume. In the past 4 hours, the trading volume has only been 0.55 times the normal level. Moves like this are more likely to stall at the first key level.

Current: $63,662
Watch zone: $63,250—63,330
Invalidation: $62,950
Targets: $63,780 / 63,990

Once price enters the watch zone, I only look at one thing: whether volume comes back along with it. Without consolidation, the mere touch of the price itself isn’t a signal.
$BTC At dawn, it made a very standard-looking false breakout. The price surged with volume to $65,390, appearing to be about to break the previous high. However, within the next hour the close was pushed back to $64,536. Then it fell below $64,570, with the low reaching $64,167. This indicates that above $65,000, effective support/holding has not yet formed. The funds chasing the breakout instead became liquidity. For today, I’ll暂时 treat it as resistance after a rebound: Rebound to watch: $64,540—$64,700 Invalidation level: $65,030 First target: $64,150 Second target: $63,880 The price pulled back to a resistance zone but couldn’t hold. I will continue looking for shorts. If it regains and holds above $64,700 on the 1-hour chart, the short plan is canceled; until then, don’t chase the rebound.
$BTC At dawn, it made a very standard-looking false breakout.

The price surged with volume to $65,390, appearing to be about to break the previous high. However, within the next hour the close was pushed back to $64,536. Then it fell below $64,570, with the low reaching $64,167.

This indicates that above $65,000, effective support/holding has not yet formed. The funds chasing the breakout instead became liquidity.

For today, I’ll暂时 treat it as resistance after a rebound:

Rebound to watch: $64,540—$64,700
Invalidation level: $65,030
First target: $64,150
Second target: $63,880

The price pulled back to a resistance zone but couldn’t hold. I will continue looking for shorts.

If it regains and holds above $64,700 on the 1-hour chart, the short plan is canceled; until then, don’t chase the rebound.
One last look before bed $BTC Tonight the price briefly broke through $65,000, peaking at $65,158. But the next 1-hour candlestick dropped back from around $64,997 to $64,650, and the earlier breakout has been taken back. Now it’s basically confirmed that $65,000—$65,158 is tonight’s sell-pressure zone. The funding rate is about +0.0060%, and the longs don’t look overheated. This pullback temporarily feels more like profit-taking after a failed breakout. Tonight I’m only setting one price alert: $64,570. As long as it doesn’t fall below this level, we’ll keep consolidating at the highs—no need to stare at the chart all night. If it breaks down, then we’ll look at: First level: $64,350 Second level: $64,000 Invalidation condition: the 1-hour timeframe reclaims $65,000 The alert is set at $64,570. Time to sleep.
One last look before bed $BTC

Tonight the price briefly broke through $65,000, peaking at $65,158.

But the next 1-hour candlestick dropped back from around $64,997 to $64,650, and the earlier breakout has been taken back.

Now it’s basically confirmed that $65,000—$65,158 is tonight’s sell-pressure zone.

The funding rate is about +0.0060%, and the longs don’t look overheated. This pullback temporarily feels more like profit-taking after a failed breakout.

Tonight I’m only setting one price alert: $64,570.

As long as it doesn’t fall below this level, we’ll keep consolidating at the highs—no need to stare at the chart all night.

If it breaks down, then we’ll look at:

First level: $64,350
Second level: $64,000
Invalidation condition: the 1-hour timeframe reclaims $65,000

The alert is set at $64,570. Time to sleep.
$BTC Just happened to pause at $65,000 today. After the price held at $64,350, it first moved through $64,740 and then topped out, reaching $65,000 to the dollar. However, once it touched the integer-level threshold, it didn’t expand further. It has already slipped back to around $64,700, giving up about $300. This kind of positioning typically gathers three types of orders: • Take-profit orders from earlier long positions • Sell orders waiting at the integer-level threshold • Breakout trade executions chasing longs The current funding rate is around +0.0063%, and longs are not showing any obvious overheating. So this pullback looks more like integer-level pressure and short-term profit-taking, not a concentrated liquidation cascade. I won’t keep chasing longs from here. Pullback to watch: $64,350—$64,500 Reclaim strength: reclaim $64,740 Breakout fails: drop back below $64,350 within 1 hour Don’t enter near the current price—wait for the pullback.
$BTC Just happened to pause at $65,000 today.

After the price held at $64,350, it first moved through $64,740 and then topped out, reaching $65,000 to the dollar.

However, once it touched the integer-level threshold, it didn’t expand further. It has already slipped back to around $64,700, giving up about $300.

This kind of positioning typically gathers three types of orders:

• Take-profit orders from earlier long positions
• Sell orders waiting at the integer-level threshold
• Breakout trade executions chasing longs

The current funding rate is around +0.0063%, and longs are not showing any obvious overheating. So this pullback looks more like integer-level pressure and short-term profit-taking, not a concentrated liquidation cascade.

I won’t keep chasing longs from here.

Pullback to watch: $64,350—$64,500
Reclaim strength: reclaim $64,740
Breakout fails: drop back below $64,350 within 1 hour

Don’t enter near the current price—wait for the pullback.
$BTC Reclaiming above $64,350 again, with the current price around $64,470. But the 17:00 hourly K-line hasn’t closed yet; calling it a breakout right now is still too early. Next, we’ll only look at the 18:00 close: Confirmation level: $64,350 Pullback zone: $64,280—$64,350 First target: $64,740 Second target: $65,000 Invalidation level: below $64,280 Don’t chase this upward move—wait for the close and the pullback.
$BTC Reclaiming above $64,350 again, with the current price around $64,470.

But the 17:00 hourly K-line hasn’t closed yet; calling it a breakout right now is still too early.

Next, we’ll only look at the 18:00 close:

Confirmation level: $64,350
Pullback zone: $64,280—$64,350
First target: $64,740
Second target: $65,000
Invalidation level: below $64,280

Don’t chase this upward move—wait for the close and the pullback.
That breakout last night means today we must first admit our mistake. The confirmation level I provided yesterday was $64,180. $BTC reached as high as $64,744, but it failed to hold the breakout. It then fell back below the confirmation level again, with a low of $63,226. According to the rules, this trade plan is already invalid—no need to find excuses for the old view. More importantly, look at the open interest (OI): OI fell from about $2.024B to $1.931B, a reduction of roughly 4.6%. The pullback last night came with clear deleveraging. This morning, price rebounded to around $63,970, but the latest 1-hour OI increased by about $16.4M, indicating that new positions are starting to enter again. My intraday plan today: Pullback observation zone: $64,050—$64,180 First target: $63,550 Second target: $63,220 Plan invalidation: if the price stands back above $64,350 within 1 hour I’m somewhat bearish today, but I won’t chase a short directly around $63,900. As long as we can’t get back above $64,180, treat this rebound as a weak repair for now.
That breakout last night means today we must first admit our mistake.

The confirmation level I provided yesterday was $64,180.

$BTC reached as high as $64,744, but it failed to hold the breakout. It then fell back below the confirmation level again, with a low of $63,226.

According to the rules, this trade plan is already invalid—no need to find excuses for the old view.

More importantly, look at the open interest (OI):

OI fell from about $2.024B to $1.931B, a reduction of roughly 4.6%. The pullback last night came with clear deleveraging.

This morning, price rebounded to around $63,970, but the latest 1-hour OI increased by about $16.4M, indicating that new positions are starting to enter again.

My intraday plan today:

Pullback observation zone: $64,050—$64,180
First target: $63,550
Second target: $63,220
Plan invalidation: if the price stands back above $64,350 within 1 hour

I’m somewhat bearish today, but I won’t chase a short directly around $63,900.

As long as we can’t get back above $64,180, treat this rebound as a weak repair for now.
$BTC has already triggered the breakout confirmation conditions given at midday. Current price: about $64,600 Pullback zone: $64,180—$64,350 First target: $64,800 Second target: $65,300 Invalidation level: $64,180 Once the price stands above $64,180 on the 1-hour candlestick, and then within the following hour the open interest increases by about $23.8M, it indicates that the breakout phase has seen fresh position “relay”/follow-up. $BTC reached a high of $64,744, only about $56 away from the first target. However, over the past two hours, OI has decreased again by about $13.0M, so the capital relay has not continued to strengthen for now. The current price is already close to the first target, so it’s not suitable to chase higher. Wait for the price to pull back to $64,180—$64,350. After it holds, continue monitoring $64,800 and $65,300; if the 1-hour price drops back below $64,180, then reduce expectations for the continuation of the rebound.
$BTC has already triggered the breakout confirmation conditions given at midday.

Current price: about $64,600
Pullback zone: $64,180—$64,350
First target: $64,800
Second target: $65,300
Invalidation level: $64,180

Once the price stands above $64,180 on the 1-hour candlestick, and then within the following hour the open interest increases by about $23.8M, it indicates that the breakout phase has seen fresh position “relay”/follow-up.

$BTC reached a high of $64,744, only about $56 away from the first target.

However, over the past two hours, OI has decreased again by about $13.0M, so the capital relay has not continued to strengthen for now.

The current price is already close to the first target, so it’s not suitable to chase higher.

Wait for the price to pull back to $64,180—$64,350. After it holds, continue monitoring $64,800 and $65,300; if the 1-hour price drops back below $64,180, then reduce expectations for the continuation of the rebound.
断浪分析
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$BTC The quality of this rebound still isn’t as strong as the price action looks.

The price bounced from $62,700 to around $64,180, but the open interest during the same period fell from about $2.064B to $1.996B, down 3.3%.

The funding rate is currently only +0.0028%, and the market hasn’t shown any clear long crowding.

With price rising and OI falling, this looks more like short covering and deleveraging. Whether new longs will step in as the next leg remains to be confirmed.

Current plan:

Entry level: $64,180
Target levels: $64,800, $65,300
Invalidation level: $63,300

If price breaks above $64,180 while OI starts increasing, the rebound may have a chance to upgrade into a trend repair. Until then, don’t chase the price higher.
$BTC The quality of this rebound still isn’t as strong as the price action looks. The price bounced from $62,700 to around $64,180, but the open interest during the same period fell from about $2.064B to $1.996B, down 3.3%. The funding rate is currently only +0.0028%, and the market hasn’t shown any clear long crowding. With price rising and OI falling, this looks more like short covering and deleveraging. Whether new longs will step in as the next leg remains to be confirmed. Current plan: Entry level: $64,180 Target levels: $64,800, $65,300 Invalidation level: $63,300 If price breaks above $64,180 while OI starts increasing, the rebound may have a chance to upgrade into a trend repair. Until then, don’t chase the price higher.
$BTC The quality of this rebound still isn’t as strong as the price action looks.

The price bounced from $62,700 to around $64,180, but the open interest during the same period fell from about $2.064B to $1.996B, down 3.3%.

The funding rate is currently only +0.0028%, and the market hasn’t shown any clear long crowding.

With price rising and OI falling, this looks more like short covering and deleveraging. Whether new longs will step in as the next leg remains to be confirmed.

Current plan:

Entry level: $64,180
Target levels: $64,800, $65,300
Invalidation level: $63,300

If price breaks above $64,180 while OI starts increasing, the rebound may have a chance to upgrade into a trend repair. Until then, don’t chase the price higher.
The most interesting thing about this BTC round isn’t that someone is shouting “bull” or “bear,” but that traders from different systems ultimately end up lowering how frequently they place orders. Those looking for a breakout are waiting for a pullback; those doing ultra-short-term trading find that pre-placing limit orders is more likely to get wicked; and macro traders also don’t want to commit to a direction before the U.S. session. Different methods, but the actions are consistent. This suggests the market isn’t short of viewpoints right now—it lacks real buyers who are willing to keep lifting the price. My approach is fairly conservative. Until new aggressive buying appears, I only treat rebounds as a repair and I’m not eager to define them as a trend reversal. After more than a year trading Memes, the biggest takeaway I have from this kind of market is: when prices fall, someone may come in to catch—yet that doesn’t mean someone is willing to raise the banner. The former creates a rebound; only the latter creates a trend.
The most interesting thing about this BTC round isn’t that someone is shouting “bull” or “bear,” but that traders from different systems ultimately end up lowering how frequently they place orders.
Those looking for a breakout are waiting for a pullback; those doing ultra-short-term trading find that pre-placing limit orders is more likely to get wicked; and macro traders also don’t want to commit to a direction before the U.S. session.
Different methods, but the actions are consistent.
This suggests the market isn’t short of viewpoints right now—it lacks real buyers who are willing to keep lifting the price.
My approach is fairly conservative. Until new aggressive buying appears, I only treat rebounds as a repair and I’m not eager to define them as a trend reversal.
After more than a year trading Memes, the biggest takeaway I have from this kind of market is: when prices fall, someone may come in to catch—yet that doesn’t mean someone is willing to raise the banner. The former creates a rebound; only the latter creates a trend.
$BTC In this round of sharp sell-off, the real life-and-death level is already very clear. The last time it was dumped to $62,700, the 1-hour trading volume clearly expanded. Now the price has returned to around $63,000, but the rebound is still being capped by $63,600. Tonight, just watch for two scenarios: 1. Regain and hold above $63,600 After holding above it, if the subsequent pullback doesn’t break, then this leg lower looks more like a liquidation of leverage. First target: $64,200 Second target: $64,500 Invalidation level: fall back below $63,200 2. Break below $62,700 If the 1-hour close is below $62,700, it means the support has truly been breached. First target: $62,500 Second target: $61,800 Invalidation level: regain and close back above $63,050 Right now, $63,000 is exactly sandwiched between support and resistance, so the risk-reward isn’t good. The easiest way to lose money isn’t getting the direction wrong—it’s treating a rebound in the middle zone as a reversal.
$BTC In this round of sharp sell-off, the real life-and-death level is already very clear.

The last time it was dumped to $62,700, the 1-hour trading volume clearly expanded. Now the price has returned to around $63,000, but the rebound is still being capped by $63,600.

Tonight, just watch for two scenarios:

1. Regain and hold above $63,600

After holding above it, if the subsequent pullback doesn’t break, then this leg lower looks more like a liquidation of leverage.

First target: $64,200
Second target: $64,500
Invalidation level: fall back below $63,200

2. Break below $62,700

If the 1-hour close is below $62,700, it means the support has truly been breached.

First target: $62,500
Second target: $61,800
Invalidation level: regain and close back above $63,050

Right now, $63,000 is exactly sandwiched between support and resistance, so the risk-reward isn’t good.

The easiest way to lose money isn’t getting the direction wrong—it’s treating a rebound in the middle zone as a reversal.
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