Learn more at https://kiro.dev/docs/cli/chat/security/#using-tools-trust-all-safely I will run the following command: cd /root/ai_daytrading && ./venv/bin/python hl.py price BTC (using tool: shell) Purpose: Check current price { "coin": "BTC", "mid": "79968.5" } - Completed in 2.231s I will run the following command: cd /root/ai_daytrading && python3 -c " import json with open('snapshot/primary_reports/5m_report.json') as f: d = json.load(f) print(f'Timestamp: {d[\"ts\"]}') print('=== 5m Last 12 candles ===') for c in d['candles_recent'][-12:]: print(f'O:{c[\"o\"]:.0f} H:{c[\"h\"]:.0f} L:{c[\"l\"]:.0f} C:{c[\"c\"]:.0f} V:{c[\"v\"]:.0f} OI:{c[\"oi_ccy\"]:.0f}') print(f'RSI14: {d[\"indicators\"][\"rsi_14\"][\"v\"]} RSI7: {d[\"indicators\"][\"rsi_7\"][\"v\"]}') print(f'MACD hist: {d[\"indicators\"][\"macd_hist\"][\"v\"]} prev: {d[\"indicators\"][\"macd_hist\"][\"hist\"][-4:]}') print(f'Stoch K: {d[\"indicators\"][\"stoch_k\"][\"v\"]} D: {d[\"indicators\"][\"stoch_d\"][\"v\"]}') print(f'ADX: {d[\"indicators\"][\"adx\"][\"v\"]} DI+: {d[\"indicators\"][\"plus_di\"][\"v\"]} DI-: {d[\"indicators\"][\"minus_di\"][\"v\"]}') print(f'BB upper: {d[\"bollinger\"][\"upper\"][\"v\"]:.0f} lower: {d[\"bollinger\"][\"lower\"][\"v\"]:.0f} pctB: {d[\"bollinger\"][\"pct_b\"]:.3f}') print(f'Ichimoku: {d[\"ichimoku\"][\"price_vs_cloud\"]} TK: {d[\"ichimoku\"][\"tk_cross\"]}') print(f'EMAs above: {d[\"emas\"][\"price_above\"]} below: {d[\"emas\"][\"price_below\"]}') print() print('=== 5m CVD last 6 ===') for p in d['cvd']['periods'][-6:]: print(f'net:{p[\"net\"]:.1f} cum:{p[\"cum\"]:.1f} maxBuy:{p[\"max_buy\"]:.1f} maxSell:{p[\"max_sell\"]:.1f}') " (using tool: shell) Purpose: Check 5m data Timestamp: 2026-05-04T15:36:59 === 5m Last 12 candles === O:79234 H:79535 L:79228 C:79461 V:100371 OI:31521 O:79461 H:79550 L:79406 C:79485 V:48928 OI:31544 O:79485 H:80227 L:79485 C:79994 V:380086 OI:30947 O:79994 H:80450 L:79994 C:80420 V:271234 OI:31319 O:80420 H:80513 L:80134 C:80185 V:283730 OI:31848 O:80185 H:80346 L:80064 C:80075 V:147240 OI:32305 O:80075 H:80230 L:80025 C:80055 V:96460 OI:32363 O:80055 H:80094 L:79883 C:80077 V:101483 OI:32340 O:80077 H:80188 L:79370 C:79464 V:231239 OI:32240 O:79464 H:79678 L:79277 C:79520 V:335763 OI:31988 O:79520 H:79777 L:79500 C:79670 V:96672 OI:31990 O:79670 H:79756 L:79434 C:79636 V:83856 OI:31924 RSI14: 54.88 RSI7: 49.02 MACD hist: -24.92 prev: [45.48, 7.12, -11.03, -24.92] Stoch K: 39.22 D: 46.21 ADX: 28.26 DI+: 25.35 DI-: 22.15 BB upper: 80552 lower: 78390 pctB: 0.546 Ichimoku: above TK: bullish EMAs above: ['ema_100', 'ema_120', 'ema_20', 'ema_200', 'ema_25', 'ema_50'] below: ['ema_10', 'ema_5'] === 5m CVD last 6 === net:37.6 cum:1090.0 maxBuy:19.3 maxSell:4.7 net:-161.9 cum:928.2 maxBuy:9.9 maxSell:4.0 net:-1216.1 cum:-287.9 maxBuy:4.2 maxSell:54.9 net:319.6 cum:31.7 maxBuy:11.8 maxSell:29.6 net:114.1 cum:145.8 maxBuy:6.6 maxSell:2.5 net:3.8 cum:149.6 maxBuy:14.8 maxSell:12.3 - Completed in 0.62s I will run the following command: cd /root/ai_daytrading && python3 -c " import json # 15m with open('snapshot/primary_reports/15m_report.json') as f: d = json.load(f) print('=== 15m Last 5 candles ===') for c in d['candles_recent'][-5:]: print(f'O:{c[\"o\"]:.0f} H:{c[\"h\"]:.0f} L:{c[\"l\"]:.0f} C:{c[\"c\"]:.0f} V:{c[\"v\"]:.0f} OI:{c[\"oi_ccy\"]:.0f}') print(f'RSI14: {d[\"indicators\"][\"rsi_14\"][\"v\"]} Stoch K: {d[\"indicators\"][\"stoch_k\"][\"v\"]}') print(f'MACD hist: {d[\"indicators\"][\"macd_hist\"][\"v\"]} prev: {d[\"indicators\"][\"macd_hist\"][\"hist\"][-3:]}') print(f'ADX: {d[\"indicators\"][\"adx\"][\"v\"]} DI+: {d[\"indicators\"][\"plus_di\"][\"v\"]} DI-: {d[\"indicators\"][\"minus_di\"][\"v\"]}') print(f'Ichimoku: {d[\"ichimoku\"][\"price_vs_cloud\"]} TK: {d[\"ichimoku\"][\"tk_cross\"]}') print(f'BB pctB: {d[\"bollinger\"][\"pct_b\"]:.3f}') print() # Hyperliquid with open('snapshot/hypertracker/segments_bias_24h.json') as f: data = json.load(f) for seg in data: sid = seg['segmentId'] if sid in [1, 6, 7, 8, 12, 14]: latest = seg['data'][-1] prev = seg['data'][-3] print(f'Seg {sid}: bias {latest[1]} (3ago: {prev[1]})') # Liq heatmap near price with open('snapshot/hypertracker/liquidation_heatmap.json') as f: liq = json.load(f) print(f'Liq ref: {liq[\"price\"]}') for b in liq['heatmap']: if 78500 <= b['priceBinStart'] <= 81500: print(f'{b[\"priceBinStart\"]}-{b[\"priceBinEnd\"]}: \${b[\"liquidationValue\"]:,.0f} ({b[\"positionsCount\"]} pos, seg {b[\"mostImpactedSegment\"]})') with open('snapshot/BTC-USDT-SWAP_analysis.json') as f: a = json.load(f) print(f'Funding predicted: {a[\"funding_rate\"][\"predicted_pct\"]}') " (using tool: shell) Purpose: Check 15m, Hyperliquid, liq heatmap, funding === 15m Last 5 candles === O:78908 H:79366 L:78893 C:79188 V:282537 OI:31479 O:79188 H:79550 L:79174 C:79485 V:182264 OI:31544 O:79485 H:80513 L:79485 C:80185 V:935051 OI:31848 O:80185 H:80346 L:79883 C:80077 V:345183 OI:32340 O:80077 H:80188 L:79277 C:79670 V:663674 OI:31990 RSI14: 57.18 Stoch K: 74.24 MACD hist: 151.84 prev: [143.01, 168.02, 151.84] ADX: 26.98 DI+: 29.44 DI-: 27.04 Ichimoku: inside TK: bullish BB pctB: 0.794 Seg 1: bias 0.81 (3ago: 1.23) Seg 6: bias -0.37 (3ago: -0.87) Seg 7: bias -0.3 (3ago: -0.28) Seg 8: bias -0.44 (3ago: -0.42) Seg 12: bias 0.5 (3ago: 0.66) Seg 14: bias 0.47 (3ago: 0.38) Liq ref: 79553 78791-79272: $301,812 (30 pos, seg 12) 79272-79752: $6,034,085 (63 pos, seg 14) 80233-80713: $4,654,763 (181 pos, seg 13) 80713-81194: $38,196,918 (665 pos, seg 4) 81194-81674: $76,203,597 (706 pos, seg 15) Funding predicted: -0.004996 - Completed in 0.73s I'll share my reasoning process (using tool: thinking): Let me analyze the current situation: **Price:** 79,968.5 — down from 80,513 high. Pulled back ~545 points. **5m candle structure tells the story:** - Squeeze candle: 79,485→79,994 (+509, V:380k, OI dropped 597) - Continuation: 79,994→80,420 (+426, V:271k, OI +372) - First rejection: 80,420→80,185 (-235, V:284k, OI +529) — NEW SHORTS entering - Consolidation: 80,185→80,075→80,055→80,077 — stalling - **Big drop:** 80,077→79,464 (-613, V:231k, OI -100) — breakdown - Bounce: 79,464→79,520→79,670→79,636 — trying to stabilize around 79,500-79,700 **Key observations:** 1. **The squeeze failed to reach the big liq clusters.** High was 80,513. The $38.2M cluster at 80,713-81,194 was never reached. The squeeze exhausted before cascading. 2. **5m CVD confirms distribution:** - The -1,216.1 net delta with 54.9 BTC max_sell is MASSIVE whale selling. This happened on the 80,077→79,464 candle. - Followed by +319.6 and +114.1 — some buying on the bounce, but much weaker than the selling. 3. **5m indicators cooling off:** - RSI14: 54.88 (was 71.38) — back to neutral - Stoch K: 39.22 (was 82.4) — dropped from overbought to mid-range - MACD hist: -24.92 (was +130.22) — turned negative. Bearish. - Price below EMA5 and EMA10 — short-term bearish 4. **15m:** - Last candle: 80,077→79,670 (bearish, -407 points, V:664k) - MACD hist peaked at 168.02, now 151.84 — declining - Price now INSIDE Ichimoku cloud (was above) - RSI 57.18, Stoch K 74.24 — still elevated but coming down 5. **Hyperliquid positioning:** - Tidal Whales (id 6): -0.37 (was -0.30 last check, was -0.93 before squeeze). They covered during squeeze, now slightly adding shorts again. - Leviathans (id 7): -0.30 (unchanged). Rock solid short. - Money Printers (id 8): -0.44 (unchanged). Rock solid short. - Fish (id 1): 0.81 (was 1.05). Retail reducing longs — some got burned. - Exit Liquidity (id 12): 0.50 (was 0.81). Dumb money reducing longs too — they're getting hurt. - Full Rekt (id 14): 0.47 (was 0.43). Still going long. Worst traders still buying. Smart money held through the squeeze and is still short. Dumb money is starting to capitulate (Exit Liquidity from 0.81 to 0.50). 6. **OI:** Rose from 30,947 (squeeze low) to 32,363 (new shorts), now back to 31,990. Some of those new shorts already closed (probably on the bounce). 7. **Liquidation heatmap:** - Below: 79,272-79,752: $6M (63 pos, Full Rekt) — LONG liquidations - Above: 80,713-81,194: $38.2M, 81,194-81,674: $76.2M — still massive short liq clusters but further away now 8. **Funding: -0.005** — still very negative. Shorts paying longs. **Assessment:** The squeeze topped at 80,513 and is now reversing. The 5m shows clear distribution (whale selling -1,216 CVD, -54.9 BTC max_sell). Smart money held short throughout. Dumb money is starting to capitulate from longs. This is looking like the post-squeeze reversal I was waiting for. But is it safe to short now? **Risk check:** - Price at ~79,968. The squeeze high was 80,513. - If I short here with SL at 80,600 (above the high), that's 632 points = 0.79% = 31.6% of margin at 40x. That's a lot. - If I use SL at 80,300 (tighter, above recent consolidation at 80,185-80,346), that's 332 points = 0.42% = 16.6% of margin. More reasonable. - But the liq clusters at 80,713+ are still there. If price pushes back up, it could cascade. However, the squeeze already failed to reach them once. The buying pressure is exhausted. **The case for shorting now:** - Squeeze exhausted (failed to reach $38M cluster) - Whale distribution confirmed (-1,216 CVD, 54.9 BTC max_sell) - Smart money still short (Money Printers -0.44, Leviathans -0.30) - Dumb money capitulating (Exit Liquidity 0.81→0.50) - 5m MACD turned negative, price below EMA5/10 - 15m entering Ichimoku cloud from above (bearish) - OI rose during stall = new shorts, now declining slightly **The case against:** - 15m MACD hist still positive (151.84) — 15m hasn't turned bearish yet - Price is still above 15m EMA structure - The liq clusters above are still there — another squeeze attempt is possible - Funding is very negative — shorts are expensive to hold **Decision:** I think this is a reasonable short entry. The squeeze exhausted, distribution is confirmed, smart money is short. But I need a WIDER SL than last time to avoid getting squeezed out. Let me use SL at 80,550 (above the 80,513 high). If price makes a new high above 80,513, the thesis is wrong and the squeeze is resuming. Entry: ~79,968 SL: 80,550 (582 points = 0.73% = 29.2% of margin) TP1: 79,200 (the pre-squeeze consolidation area) — 768 points = R:R 1.3:1 TP2: 78,500 (the support area) — 1,468 points = R:R 2.5:1 Actually, the R:R isn't great with that wide SL. Let me think about this differently. What if I wait for a better entry? Price is at 79,968 but the 5m shows it bounced from 79,277 to 79,670. If it bounces back toward 80,100-80,200 (the consolidation area), that would be a better entry with tighter SL. But I might miss the move if it just drops from here. Let me look at the current 5m structure. Last candles: 79,464→79,520→79,670→79,636. Price is consolidating around 79,500-79,700. Current mid is 79,968 — wait, that's higher than the last 5m close of 79,636. So price has bounced again since the snapshot. Hmm, 79,968 is actually back near the 80,000 level. The 5m data is from 15:36:59 and current time is 15:37. So the data is very fresh. But price at 79,968 vs last 5m close at 79,636 means the current 5m candle has rallied 332 points. That's a significant bounce. This bounce back to 80,000 could be: a) A retest of the breakdown level (80,000-80,100 was support, now resistance) b) The start of another push higher If it's (a), this is actually a great short entry — shorting the retest of broken support. I think I'll take this trade. The evidence for the squeeze being over is strong. Let me short with SL above the high. Actually, let me be more conservative with the SL. Instead of 80,550, let me use 80,350 — above the post-squeeze consolidation (80,185-80,346) but below the squeeze high. If price gets back above 80,346, the pullback thesis is weakening. This gives me: Entry: ~79,968 SL: 80,350 (382 points = 0.48% = 19.2% of margin) TP1: 79,200 (768 points, R:R 2.0:1) TP2: 78,500 (1,468 points, R:R 3.8:1) Better R:R. Let me do this. Wait, but I got burned last time by tightening SL too much. The 5m just showed a 332-point bounce in one candle. If I use 80,350, a normal bounce could stop me out. Let me use 80,550 (above the 80,513 absolute high). This is the "thesis is wrong" level. If price makes a new high, the squeeze isn't over and I should be out. Entry: ~79,968 SL: 80,550 (582 points, 0.73%, 29.2% margin risk) TP1: 79,200 (768 points, R:R 1.3:1) TP2: 78,500 (1,468 points, R:R 2.5:1) The R:R to TP1 is only 1.3:1 which isn't great. But to TP2 it's 2.5:1. And the probability is in my favor given the evidence. Actually, let me reconsider the targets. The pre-squeeze area was 78,400-79,000. If the squeeze fully reverses, price should return there. TP1 at 79,200 is conservative. OK, I'll take the trade. Short at market, SL 80,550, TP1 79,200, TP2 78,500. - Completed in 0.0s > Assessment: Squeeze exhausted. Post-squeeze reversal confirmed. Time to re-enter short. Evidence: - Squeeze topped at 80,513, failed to reach the $38.2M liq cluster at 80,713. Buying pressure exhausted. - **Whale distribution:** 5m CVD printed -1,216 net delta with 54.9 BTC max_sell on the breakdown candle (80,077→79,464). - 5m MACD turned negative (-24.92). Price below EMA5/EMA10. Stoch K crashed from 91→39. - Smart money held through the entire squeeze: Money Printers -0.44, Leviathans -0.30 (unchanged). - Dumb money capitulating: Exit Liquidity dropped from 0.81→0.50. They're closing longs. - OI rose to 32,363 during the stall (new shorts entered), now 31,990. - 15m MACD hist peaked at 168 and declining. Price re-entered Ichimoku cloud from above. - Price bouncing back to ~80,000 = retest of broken support as resistance. Plan: Short the retest. SL above the squeeze high (80,513) — if price makes a new high, the squeeze isn't over and I'm wrong. I will run the following command: cd /root/ai_daytrading && ./venv/bin/python hl.py usd_to_sz BTC 4000 (using tool: shell) Purpose: Get position size { "coin": "BTC", "usd": "4000", "price": 80020.5, "size": 0.04999 } - Completed in 1.995s I will run the following command: cd /root/ai_daytrading && ./venv/bin/python hl.py market_sell BTC 0.04999 sl=80550 tp1=79200 tp2=78500 (using tool: shell) Purpose: Open short position with SL above squeeze high and two TPs { "entry_and_tp1": { "status": "ok", "response": { "type": "order", "data": { "statuses": [ { "filled": { "totalSz": "0.04999", "avgPx": "79984.6", "oid": 52477912554 } }, "waitingForTrigger", "waitingForTrigger" ] } } }, "tp2": { "status": "ok", "response": { "type": "order", "data": { "statuses": [ "waitingForTrigger" ] } } } } - Completed in 3.851s I will run the following command: cd /root/ai_daytrading && ./venv/bin/python hl.py positions && echo "---" && ./venv/bin/python hl.py orders (using tool: shell) Purpose: Verify position and orders [ { "coin": "BTC", "size": "-0.03506", "entryPx": "79981.4", "liqPx": "81020.4512335115", "unrealizedPnl": "-0.33438", "leverage": { "type": "isolated", "value": 40, "rawUsd": "2876.084233" }, "marginUsed": "71.599773" } ] --- [ { "coin": "BTC", "oid": 52477912863, "side": "buy", "price": "78500.0", "size": "0.025", "orderType": "Take Profit Market", "trigger": "Price below 78500", "reduceOnly": true }, { "coin": "BTC", "oid": 52477912556, "side": "buy", "price": "79200.0", "size": "0.02499", "orderType": "Take Profit Market", "trigger": "Price below 79200", "reduceOnly": true }, { "coin": "BTC", "oid": 52477912555, "side": "buy", "price": "80550.0", "size": "0.04999", "orderType": "Stop Market", "trigger": "Price above 80550", "reduceOnly": true } ] - Completed in 3.773s I'll share my reasoning process (using tool: thinking): Wait — the position size is 0.03506, not 0.04999. And the notional is $2,876, not $4,000. It looks like TP1 already triggered partially? No — looking at the orders, TP1 is still there at 79,200 for 0.02499 and TP2 at 78,500 for 0.025. Total = 0.04999. But position is only 0.03506. Hmm, that doesn't add up. 0.03506 position but 0.02499 + 0.025 = 0.04999 in TP orders plus 0.04999 in SL. Wait, maybe the TP1 already partially filled? Price dipped to... no, price is at 79,968 and TP1 is at 79,200. It shouldn't have triggered. Actually, looking more carefully: the position is 0.03506 at entry 79,981.4. But I ordered 0.04999. Maybe there was a partial fill issue? Or maybe the system split the order differently. Actually, I think what happened is that the entry filled at 0.04999 but then TP1 at 79,200 might have... no, that can't be right either since price is above 79,200. Wait — let me re-read. Position size is -0.03506. But the TP orders sum to 0.02499 + 0.025 = 0.04999. And SL is 0.04999. So the orders are for more than the position. That's odd. Maybe there was a partial fill on entry? The fill showed totalSz 0.04999 at avgPx 79,984.6. But position shows 0.03506 at 79,981.4. Oh — I think what might have happened is that TP1 at 79,200 already triggered on a wick down. But price is 79,968... Let me check if there was a flash wick. Actually no, looking at the 5m data, the lowest recent candle was 79,277. And TP1 is at 79,200. The 5m candle O:80,077 H:80,188 L:79,277 C:79,464 — the low was 79,277, which is above 79,200. So TP1 shouldn't have triggered. Hmm, but the 5m data might not capture every tick. Maybe there was a wick to 79,200 or below on a lower timeframe. Actually wait — let me look at the 1m data or just accept the current state. Position is 0.03506 short. Maybe the system partially filled or there's some other explanation. Let me just work with what I have. Actually, I think the discrepancy might be because the entry was 0.04999 but some of it was immediately offset. Or perhaps the platform has some minimum size rounding. Let me just check: 0.04999 - 0.03506 = 0.01493. That's roughly the size of one of the TP orders (0.02499 / 2 ≈ 0.01250). Doesn't match exactly. I'll just work with the current state. Position is -0.03506 at 79,981.4. SL at 80,550. TPs at 79,200 and 78,500. The position is smaller than intended ($2,876 vs $4,000 target). But it's still a valid trade. Let me move on. - Completed in 0.0s > Position is live but smaller than expected — 0.03506 BTC (~$2,876) instead of the full 0.04999. Possible partial fill issue. The trade is still valid. Position: Short BTC 0.03506 @ 79,981.4 - **Liq:** 81,020 (1.3% above entry) - **SL:** 80,550 (0.71% above entry, well below liq) - **TP1:** 79,200 — half closes (R:R ~1.4:1) - **TP2:** 78,500 — remaining half (R:R ~2.6:1) - **Current PnL:** -$0.33 (essentially flat) Thesis: Post-squeeze reversal. Squeeze topped at 80,513, failed to cascade into the $38M+ liq clusters above. Whale distribution confirmed (-1,216 CVD, 54.9 BTC max_sell). Smart money still short. Price retesting 80,000 as resistance. Expecting a move back toward the pre-squeeze range (78,400-79,200). ▸ Credits: 6.58 • Time: 2m 54s