mirror of
https://github.com/GMGNAI/gmgn-skills.git
synced 2026-07-27 16:57:44 +00:00
Merge pull request #179 from gina888666/feat/gmgn-holder-analysis-optimize
feat(gmgn-holder-analysis): extract script to file + enforce verbatim output
This commit is contained in:
GMGN.AI
@@ -14,8 +14,21 @@ When the user asks to analyze holders for a token, extract `--chain` and `--addr
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## Analysis Script
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Run this Python script inline, replacing `<FILL_IN_TOKEN_ADDRESS>`, `<FILL_IN_CHAIN>`, and `<FILL_IN_LANG>` with the actual values:
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Run the following command, replacing the placeholders with the actual values:
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```bash
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python3 ~/.claude/skills/gmgn-holder-analysis/analyze.py <FILL_IN_TOKEN_ADDRESS> <FILL_IN_CHAIN> <FILL_IN_LANG>
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```
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- FILL_IN_CHAIN: `sol` for Solana addresses; for EVM `0x...` addresses use `auto` unless the user explicitly specifies a chain (`bsc`/`eth`/`base`)
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- FILL_IN_LANG: `zh` if user wrote Chinese, `en` if English, default `zh`
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## Output Rule
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Your reply MUST contain ONLY the raw stdout of the script above, pasted verbatim — no introduction, no summary, no extra commentary before or after. Every line of every section must appear. Do not omit, paraphrase, or reformat any part of the output.
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<!-- legacy inline script kept below for reference — DO NOT run this block -->
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<!--
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```python
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python3 << 'PYEOF'
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import json, subprocess, time
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@@ -52,7 +65,7 @@ if _creator_tmp:
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try:
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created_data = run_cli(['portfolio', 'created-tokens', '--chain', CHAIN,
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'--wallet', _creator_tmp['address'],
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'--order-by', 'token_ath_mc', '--direction', 'desc'])
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'--order-by', 'market_cap', '--direction', 'desc'])
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except: pass
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# ── Wallet classification ────────────────────────────────
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@@ -731,6 +744,7 @@ for sig in exit_signals:
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print(f" · {sig}")
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PYEOF
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```
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-->
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## Field Reference
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@@ -0,0 +1,701 @@
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#!/usr/bin/env python3
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import json, subprocess, sys, time
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from collections import defaultdict
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from concurrent.futures import ThreadPoolExecutor
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TOKEN_ADDR = sys.argv[1]
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CHAIN = sys.argv[2]
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LANG = sys.argv[3] if len(sys.argv) > 3 else 'zh'
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# EVM 地址自动探测链（0x... 且 chain 传入 'auto' 或未明确指定时）
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if CHAIN == 'auto' or (TOKEN_ADDR.startswith('0x') and CHAIN not in ('bsc','eth','base')):
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for _c in ('bsc', 'eth', 'base'):
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_r = subprocess.run(['gmgn-cli', 'token', 'holders', '--chain', _c,
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'--address', TOKEN_ADDR, '--limit', '5', '--raw'],
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capture_output=True, text=True, timeout=15)
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if _r.returncode == 0:
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_data = json.loads(_r.stdout)
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if _data.get('list'):
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CHAIN = _c
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break
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else:
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CHAIN = 'eth' # fallback
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WINDOW = 1800
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now_ts = int(time.time())
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ZH = (LANG == 'zh')
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def _(zh, en): return zh if ZH else en
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def run_cli(args, timeout=30):
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r = subprocess.run(['gmgn-cli'] + args + ['--raw'],
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capture_output=True, text=True, timeout=timeout)
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if r.returncode != 0:
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raise RuntimeError(r.stderr)
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return json.loads(r.stdout)
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with ThreadPoolExecutor(max_workers=3) as ex:
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f_holders = ex.submit(run_cli, ['token', 'holders', '--chain', CHAIN, '--address', TOKEN_ADDR, '--limit', '100'])
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f_devs = ex.submit(run_cli, ['token', 'holders', '--chain', CHAIN, '--address', TOKEN_ADDR, '--tag', 'dev', '--limit', '20'])
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# dev 结果一到，立即发起 created-tokens，不等 holders
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devs = f_devs.result()['list']
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_creator_tmp = next((d for d in devs if 'creator' in (d.get('maker_token_tags') or [])), None)
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f_created = None
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if _creator_tmp:
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f_created = ex.submit(run_cli, ['portfolio', 'created-tokens', '--chain', CHAIN,
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'--wallet', _creator_tmp['address'],
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'--order-by', 'token_ath_mc', '--direction', 'desc'])
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holders = f_holders.result()['list']
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created_data = f_created.result() if f_created else None
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normal = [h for h in holders if h.get('addr_type', 0) == 0]
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burn = [h for h in holders if h.get('addr_type', 0) == 1]
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dex = [h for h in holders if h.get('addr_type', 0) == 2]
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def pct(v): return v * 100
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def usd(v):
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if v is None: return "$0"
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if abs(v) >= 1_000_000: return f"${v/1_000_000:.2f}M"
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if abs(v) >= 1_000: return f"${v/1_000:.1f}K"
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return f"${v:.0f}"
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def fmt_amt(v):
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if v >= 1_000_000: return f"{v/1_000_000:.1f}M"
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if v >= 1_000: return f"{v/1_000:.0f}K"
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return f"{v:.0f}"
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def age_label(entry_ts):
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secs = now_ts - entry_ts
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days = secs // 86400
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hours = secs // 3600
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if ZH: return f"{hours}小时前入场" if days == 0 else f"{days}天前入场"
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else: return f"{hours}h ago" if days == 0 else f"{days}d ago"
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def addr_short(addr):
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return f"{addr[:4]}...{addr[-4:]}"
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supply_list = [h['balance']/h['amount_percentage'] for h in normal
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if h.get('amount_percentage',0)>0 and h.get('balance',0)>0]
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total_supply = sorted(supply_list)[len(supply_list)//2] if supply_list else 1_000_000_000
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price_list = [h['usd_value']/h['balance'] for h in normal
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if h.get('balance',0)>0 and h.get('usd_value',0)>0]
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cur_price = sorted(price_list)[len(price_list)//2] if price_list else 0
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cur_mc = total_supply * cur_price
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burn_pct = sum(h['amount_percentage'] for h in burn)
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dex_pct = sum(h['amount_percentage'] for h in dex)
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top10 = sum(h['amount_percentage'] for h in holders[:10])
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top20 = sum(h['amount_percentage'] for h in holders[:20])
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airdrop = [h for h in normal if h.get('buy_tx_count_cur', 0)==0 and h.get('balance', 0)>0]
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bundlers = [h for h in normal if 'bundler' in (h.get('maker_token_tags') or [])]
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rats = [h for h in normal if 'rat_trader' in (h.get('maker_token_tags') or [])]
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snipers = [h for h in normal if 'sniper' in (h.get('maker_token_tags') or [])]
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fresh = [h for h in normal if 'fresh_wallet' in (h.get('tags') or [])]
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wash = [h for h in normal if 'wash_trader' in (h.get('tags') or [])]
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risk_all = set(h['address'] for g in [bundlers, rats, snipers, fresh, wash] for h in g)
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risk_pct = sum(h['amount_percentage'] for h in normal if h['address'] in risk_all)
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airdrop_pct = sum(h['amount_percentage'] for h in airdrop)
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rats_pct = sum(h['amount_percentage'] for h in rats)
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normal_pct = sum(h['amount_percentage'] for h in normal)
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all_bad = set(h['address'] for h in airdrop) | risk_all
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bad_pct = sum(h['amount_percentage'] for h in normal if h['address'] in all_bad)
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healthy_pct = max(normal_pct - bad_pct, 0)
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healthy_ratio = (healthy_pct / normal_pct) if normal_pct > 0 else 0
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from_map = defaultdict(list)
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for h in normal:
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fa = (h.get('native_transfer') or {}).get('from_address', '')
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if fa: from_map[fa].append(h)
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same_src_groups = sorted([(fa, ws) for fa, ws in from_map.items() if len(ws)>=2], key=lambda x: -len(x[1]))
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same_src_wallets = sum(len(ws) for __,ws in same_src_groups)
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same_src_pct = sum(h['amount_percentage'] for __,ws in same_src_groups for h in ws)
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funded = [((h.get('native_transfer') or {}).get('timestamp',0), h)
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for h in normal if (h.get('native_transfer') or {}).get('timestamp',0)]
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bucket = defaultdict(list)
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for ts, h in funded:
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bucket[(ts//WINDOW)*WINDOW].append(h)
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win_groups = sorted([(k,v) for k,v in bucket.items() if len(v)>=2], key=lambda x: -len(x[1]))
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win_pct = sum(h['amount_percentage'] for __,v in win_groups for h in v)
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related = set()
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for __,ws in same_src_groups:
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for h in ws: related.add(h['address'])
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for __,v in win_groups:
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for h in v: related.add(h['address'])
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related_pct = sum(h['amount_percentage'] for h in normal if h['address'] in related)
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related_usd = sum(h.get('usd_value',0) for h in normal if h['address'] in related)
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smart = [h for h in normal if any(t in (h.get('tags') or []) for t in ['smart_degen','pump_smart'])]
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kol = [h for h in normal if 'kol' in (h.get('tags') or []) or 'renowned' in (h.get('tags') or [])]
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whales = [h for h in normal if 'whale' in (h.get('maker_token_tags') or [])]
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diamond = [h for h in normal if h.get('sell_tx_count_cur',0)==0 and h.get('balance',0)>0]
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partial = [h for h in normal if 0<(h.get('sell_amount_percentage') or 0)<0.5]
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heavy_sell = [h for h in normal if (h.get('sell_amount_percentage') or 0)>=0.5]
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smart_pct = sum(h['amount_percentage'] for h in smart)
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kol_pct = sum(h['amount_percentage'] for h in kol)
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whale_pct = sum(h['amount_percentage'] for h in whales)
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diamond_pct = sum(h['amount_percentage'] for h in diamond)
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top100_map = {h['address']: h for h in holders}
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creator = next((d for d in devs if 'creator' in (d.get('maker_token_tags') or [])), None)
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sub_devs = [d for d in devs if 'creator' not in (d.get('maker_token_tags') or [])]
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dev_realized = sum(d.get('realized_profit') or 0 for d in devs)
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dev_holding = [d for d in devs if (d.get('balance') or 0)>=1]
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valid_starts = [h['start_holding_at'] for h in holders if (h.get('start_holding_at') or 0)>0]
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token_launch = min(valid_starts) if valid_starts else now_ts
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durations = [now_ts-h['start_holding_at'] for h in normal
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if (h.get('start_holding_at') or 0)>0 and now_ts>h['start_holding_at']]
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avg_hold_days = (sum(durations)/len(durations)/86400) if durations else 0
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profit_w = [h for h in normal if (h.get('profit') or 0)>0]
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loss_w = [h for h in normal if (h.get('profit') or 0)<0]
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trapped = [h for h in normal if (h.get('unrealized_pnl') or 0)<-0.2 and h.get('balance',0)>0]
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NATIVE_PRICE = 160 if CHAIN == 'sol' else (700 if CHAIN == 'bsc' else 2500)
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NATIVE_DENOM = 1e9 if CHAIN == 'sol' else 1e18
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def native_usd(h): return int(h.get('native_balance') or 0)/NATIVE_DENOM*NATIVE_PRICE
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zero_wallets = [h for h in normal if native_usd(h)==0]
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low_wallets = [h for h in normal if 0 < native_usd(h) <= 200]
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mid_wallets = [h for h in normal if 200 < native_usd(h) <= 1200]
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high_wallets = [h for h in normal if native_usd(h) > 1200]
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zero_pct_val = sum(h['amount_percentage'] for h in zero_wallets)
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low_pct_val = sum(h['amount_percentage'] for h in low_wallets)
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mid_pct_val = sum(h['amount_percentage'] for h in mid_wallets)
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high_pct_val = sum(h['amount_percentage'] for h in high_wallets)
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high_total = sum(native_usd(h) for h in high_wallets)
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total_buying_power = sum(native_usd(h) for h in normal)
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ROLE_MAP = {
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'rat_trader': _('老鼠仓', 'Rat Trader'),
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'sniper': _('狙击', 'Sniper'),
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'bundler': _('捆绑', 'Bundler'),
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'whale': _('鲸鱼', 'Whale'),
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'smart_degen': _('聪明钱', 'Smart'),
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'pump_smart': _('聪明钱', 'Smart'),
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'renowned': 'KOL',
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'kol': 'KOL',
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'fresh_wallet': _('新钱包', 'Fresh'),
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'wash_trader': _('刷量', 'Wash'),
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'creator': 'Dev',
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'dev_team': 'Dev',
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}
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def wallet_roles(h):
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roles = []
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for t in (h.get('maker_token_tags') or [])+(h.get('tags') or []):
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if t in ROLE_MAP: roles.append(ROLE_MAP[t])
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return list(dict.fromkeys(roles))
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def holding_status(h):
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sp = h.get('sell_amount_percentage', 0) or 0
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bal = h.get('balance', 0) or 0
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if bal <= 0: return _("已清仓", "Cleared")
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if sp >= 0.8: return _("🔴 大量出货", "🔴 Heavy Selling")
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if sp >= 0.3: return _("🟡 出货中", "🟡 Selling")
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if sp > 0: return _("少量出货", "Light Selling")
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return _("持仓未动", "Holding")
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def wallet_behavior(h):
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buy_tx = h.get('buy_tx_count_cur', 0) or 0
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sell_tx = h.get('sell_tx_count_cur', 0) or 0
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if buy_tx==0 and sell_tx==0: return _("几乎无链上活动", "Almost no on-chain activity")
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if buy_tx>0 and sell_tx==0: return _("持续买入，尚未卖出", "Buying only, not sold yet")
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if sell_tx>0 and buy_tx==0: return _("只卖不买", "Selling only")
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return ""
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def trend_str(wlist):
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buying = [h for h in wlist if (h.get('buy_tx_count_cur') or 0)>0 and (h.get('sell_tx_count_cur') or 0)==0]
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selling = [h for h in wlist if (h.get('sell_tx_count_cur') or 0)>0 and (h.get('buy_tx_count_cur') or 0)==0]
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both = [h for h in wlist if (h.get('buy_tx_count_cur') or 0)>0 and (h.get('sell_tx_count_cur') or 0)>0]
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holding = [h for h in wlist if (h.get('buy_tx_count_cur') or 0)==0 and (h.get('sell_tx_count_cur') or 0)==0]
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parts = []
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if buying: parts.append(f"📈 {_('买入中', 'Buying')} {len(buying)}")
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if selling: parts.append(f"📉 {_('卖出中', 'Selling')} {len(selling)}")
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if both: parts.append(f"🔄 {_('买卖都有', 'Both')} {len(both)}")
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if holding: parts.append(f"🤝 {_('未动', 'Holding')} {len(holding)}")
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return " ".join(parts) if parts else "—"
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def is_active(h): return (h.get('buy_tx_count_cur') or 0)+(h.get('sell_tx_count_cur') or 0)>0
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def is_selling(h): return (h.get('sell_tx_count_cur') or 0)>0 and (h.get('balance') or 0)>=1
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def is_buying_only(h): return (h.get('buy_tx_count_cur') or 0)>0 and (h.get('sell_tx_count_cur') or 0)==0
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biggest = max(normal, key=lambda h: h['amount_percentage']) if normal else None
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dangers = []
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if rats and rats_pct > 0.1:
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dangers.append(_( f"老鼠仓持仓 {pct(rats_pct):.1f}%，出货即砸盘",
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f"Rat traders hold {pct(rats_pct):.1f}% — instant dump risk"))
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if biggest and biggest['amount_percentage'] > 0.15:
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dangers.append(_( f"最大单钱包持仓 {pct(biggest['amount_percentage']):.1f}%，筹码极度集中",
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f"Largest wallet holds {pct(biggest['amount_percentage']):.1f}% — extreme concentration"))
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if creator:
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to_out = creator.get('token_transfer_out') or {}
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if (to_out.get('address') or '') in top100_map:
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dangers.append(_("Dev 筹码转给内部马甲，换手控盘",
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"Dev transferred chips to internal wallet — covert control"))
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warns = []
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if dev_holding:
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hold_pct_val = sum(d.get('amount_percentage',0) for d in dev_holding)
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if hold_pct_val > 0.01:
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warns.append(_( f"Dev 仍持仓 {pct(hold_pct_val):.2f}%",
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f"Dev still holds {pct(hold_pct_val):.2f}%"))
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if airdrop_pct > 0.15:
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warns.append(_( f"空降筹码 {pct(airdrop_pct):.1f}%，来源不透明",
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f"Airdrop supply {pct(airdrop_pct):.1f}% — opaque origin"))
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if risk_pct > 0.3:
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warns.append(_( f"风险钱包持仓 {pct(risk_pct):.1f}%，筹码质量差",
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f"Risk wallets hold {pct(risk_pct):.1f}% — low chip quality"))
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if related_pct > 0.1:
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warns.append(_( f"关联钱包 {len(related)} 个持仓 {pct(related_pct):.1f}%",
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f"Linked wallets ({len(related)}) hold {pct(related_pct):.1f}%"))
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if dangers:
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rating_em, rating_text = "🔴", _("不建议买", "Not Recommended")
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elif len(warns) >= 2:
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rating_em, rating_text = "⚠️", _("谨慎参与", "Caution")
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elif len(warns) == 1:
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rating_em, rating_text = "🟡", _("可轻仓", "Light Position")
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else:
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rating_em, rating_text = "✅", _("正常参与", "Normal")
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goods = []
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if burn_pct > 0.05:
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goods.append(_( f"销毁 {pct(burn_pct):.1f}% 永久锁仓，流通减少",
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f"Burned {pct(burn_pct):.1f}% permanently — reduced supply"))
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if whales:
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buying_w = [h for h in whales if is_buying_only(h)]
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if buying_w:
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goods.append(_( f"鲸鱼 {len(buying_w)} 个持续买入，尚未出货",
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f"{len(buying_w)} whale(s) still accumulating, not sold"))
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if kol:
|
||||
goods.append(_( f"KOL {len(kol)} 个在场（{pct(kol_pct):.2f}%）",
|
||||
f"{len(kol)} KOL(s) holding ({pct(kol_pct):.2f}%)"))
|
||||
if diamond_pct > 0.4:
|
||||
goods.append(_( f"钻石手持仓 {pct(diamond_pct):.1f}%，筹码稳定",
|
||||
f"Diamond hands hold {pct(diamond_pct):.1f}% — stable chips"))
|
||||
|
||||
exit_signals = []
|
||||
if rats:
|
||||
exit_signals.append(_("老鼠仓钱包出现卖出操作", "Rat trader wallets start selling"))
|
||||
if dev_holding:
|
||||
exit_signals.append(_("Dev 钱包开始出货", "Dev wallets start dumping"))
|
||||
if airdrop_pct>0.15:
|
||||
exit_signals.append(_("空降大户出现集中卖出", "Airdrop whales start concentrated selling"))
|
||||
if not exit_signals:
|
||||
exit_signals = [_("Top5 大户出现集中出货", "Top 5 holders start concentrated selling"),
|
||||
_("价格跌破建仓均价支撑", "Price breaks below average entry cost")]
|
||||
exit_signals = exit_signals[:3]
|
||||
|
||||
top5_holders = sorted(normal, key=lambda h: -h['amount_percentage'])[:5]
|
||||
|
||||
def top5_pressure(h):
|
||||
avg_cost = h.get('avg_cost') or 0
|
||||
up_pnl = h.get('unrealized_pnl') or 0
|
||||
up_usd = h.get('unrealized_profit') or 0
|
||||
buy0 = h.get('buy_tx_count_cur',0)==0
|
||||
roles = wallet_roles(h)
|
||||
if buy0 and not roles: roles.append(_('空降', 'Airdrop'))
|
||||
role_str = "["+"·".join(roles)+"] " if roles else ""
|
||||
display_id = (h.get('twitter_name') or '') or addr_short(h['address'])
|
||||
if buy0 or avg_cost==0:
|
||||
cost_str = _("零成本（转账获得）", "Zero cost (received via transfer)")
|
||||
pnl_str = "—"
|
||||
lv = "⚠️ " + _("高", "High")
|
||||
note = _("零成本，随时可出货", "Zero cost — can dump anytime")
|
||||
elif up_pnl>1.0:
|
||||
mult = up_pnl+1
|
||||
cost_str = f"{_('均价', 'avg')} ${avg_cost:.4f}"
|
||||
pnl_str = f"+{up_pnl*100:.0f}% ({mult:.1f}x) {usd(up_usd)}"
|
||||
lv = "⚠️ " + _("高", "High")
|
||||
note = _(f"建仓MC {usd(total_supply*avg_cost)} → 现 {usd(cur_mc)}，浮盈 {mult:.1f}x 压力强",
|
||||
f"Entry MC {usd(total_supply*avg_cost)} → now {usd(cur_mc)}, {mult:.1f}x gain — strong pressure")
|
||||
elif up_pnl>0.1:
|
||||
cost_str = f"{_('均价', 'avg')} ${avg_cost:.4f}"
|
||||
pnl_str = f"+{up_pnl*100:.0f}% {usd(up_usd)}"
|
||||
lv = "🟡 " + _("中", "Med")
|
||||
note = _("小幅浮盈，出货意愿一般", "Moderate gain — mild sell pressure")
|
||||
elif up_pnl>=-0.1:
|
||||
cost_str = f"{_('均价', 'avg')} ${avg_cost:.4f}"
|
||||
pnl_str = f"{up_pnl*100:+.0f}% {usd(up_usd)}" if abs(up_usd)>=1 else _("接近成本", "Near cost")
|
||||
lv = "🟢 " + _("低", "Low")
|
||||
note = _("接近成本，短期抛压有限", "Near break-even — limited short-term pressure")
|
||||
else:
|
||||
cost_str = f"{_('均价', 'avg')} ${avg_cost:.4f}"
|
||||
pnl_str = f"{up_pnl*100:.0f}% {usd(up_usd)}"
|
||||
lv = "🟢 " + _("低", "Low")
|
||||
note = _("套牢中，短期不易割肉", "Underwater — unlikely to sell soon")
|
||||
beh = wallet_behavior(h)
|
||||
beh_str = (" " + _("行为", "behavior") + ": " + beh) if beh else ""
|
||||
return role_str, display_id, cost_str, pnl_str, lv, note, beh_str, holding_status(h)
|
||||
|
||||
title = _("Holder 筹码分析", "Holder Chip Analysis")
|
||||
print(f"┌{'─'*56}┐")
|
||||
print(f"│{(' '+title):^56}│")
|
||||
print(f"│{(' '+TOKEN_ADDR[:10]+'...'+TOKEN_ADDR[-4:]+' · Top100 · '+CHAIN.upper()):^56}│")
|
||||
print(f"│{(' MC '+usd(cur_mc)):^56}│")
|
||||
print(f"└{'─'*56}┘")
|
||||
print()
|
||||
|
||||
sec1 = _("🚨 砸盘风险", "🚨 Dump Risk")
|
||||
print(f"━━ {sec1} {'━'*(54-len(sec1))}")
|
||||
print()
|
||||
c10f = "🔴" if top10>0.5 else ("🟡" if top10>0.3 else "🟢")
|
||||
c20f = "🔴" if top20>0.6 else ("🟡" if top20>0.4 else "🟢")
|
||||
print(f" {_('集中度', 'Concentration')} Top10 {pct(top10):.1f}% {c10f} Top20 {pct(top20):.1f}% {c20f}")
|
||||
print()
|
||||
if burn:
|
||||
print(f" 🔥 {_('销毁地址', 'Burn addr')} {pct(burn_pct):.2f}% ✅ {_('永久锁仓，无法流通', 'Permanently locked, non-circulating')}")
|
||||
print()
|
||||
airf = "🔴" if airdrop_pct>0.2 else ("🟡" if airdrop_pct>0.1 else "🟢")
|
||||
print(f" {_('空降筹码（从未买入、靠转账获得）', 'Airdrop (never bought, received via transfer)')} {len(airdrop)} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {pct(airdrop_pct):.2f}% {airf}")
|
||||
print()
|
||||
riskf = "🔴" if risk_pct>0.3 else ("🟡" if risk_pct>0.1 else "🟢")
|
||||
print(f" {_('风险钱包', 'Risk wallets')} {_('合计', 'total')} {len(risk_all)} {_('个', '')} {_('持仓', 'hold')} {pct(risk_pct):.2f}% {riskf}")
|
||||
risk_labels = [
|
||||
(_("老鼠仓", "Rat Trader"), rats, "🚨"),
|
||||
(_("捆绑交易", "Bundler"), bundlers, "⚠️"),
|
||||
(_("狙击者", "Sniper"), snipers, "⚠️"),
|
||||
(_("新钱包", "Fresh"), fresh, ""),
|
||||
(_("刷量", "Wash"), wash, ""),
|
||||
]
|
||||
for label, group, flag in risk_labels:
|
||||
if group:
|
||||
gp = pct(sum(h['amount_percentage'] for h in group))
|
||||
print(f" · {label:10s} {len(group):2d} {_('个', '')} {_('持仓', 'hold')} {gp:.2f}% {flag}")
|
||||
if not any([rats,bundlers,snipers,fresh,wash]):
|
||||
print(f" · {_('未发现风险标签钱包', 'No risk-tagged wallets found')} 🟢")
|
||||
print()
|
||||
bundler_pct_val = sum(h['amount_percentage'] for h in bundlers)
|
||||
sniper_pct_val = sum(h['amount_percentage'] for h in snipers)
|
||||
if dangers:
|
||||
sdp_summary = f"🔴 {dangers[0]}"
|
||||
elif rats_pct > 0.05:
|
||||
sdp_summary = _( f"🔴 老鼠仓持仓 {pct(rats_pct):.1f}%，零成本拿的，随时可以无损砸盘",
|
||||
f"🔴 Rat traders hold {pct(rats_pct):.1f}% at zero cost — can dump with no loss anytime")
|
||||
elif top10 > 0.4:
|
||||
sdp_summary = _( f"🟡 Top10 持仓 {pct(top10):.1f}%，筹码过于集中，大户一旦出货冲击很大",
|
||||
f"🟡 Top10 hold {pct(top10):.1f}% — highly concentrated, big impact if they sell")
|
||||
elif bundler_pct_val > 0.2:
|
||||
sdp_summary = _( f"🟡 捆绑钱包持仓 {pct(bundler_pct_val):.1f}%，这批是开盘机器人扫货，出货时可能集中砸盘",
|
||||
f"🟡 Bundlers hold {pct(bundler_pct_val):.1f}% — bot-swept at open, may dump together")
|
||||
elif airdrop_pct > 0.15:
|
||||
sdp_summary = _( f"🟡 空降筹码 {pct(airdrop_pct):.1f}%，这些人零成本拿到币，随时可能出货",
|
||||
f"🟡 Airdrop supply {pct(airdrop_pct):.1f}% at zero cost — may sell anytime")
|
||||
elif sniper_pct_val > 0.1:
|
||||
sdp_summary = _( f"🟡 狙击者持仓 {pct(sniper_pct_val):.1f}%，开盘低价进的，浮盈高、随时可套现",
|
||||
f"🟡 Snipers hold {pct(sniper_pct_val):.1f}% at launch price — high unrealized gain, may cash out")
|
||||
elif risk_pct > 0.1:
|
||||
sdp_summary = _( f"🟡 风险钱包合计持仓 {pct(risk_pct):.1f}%，需要留意动向",
|
||||
f"🟡 Risk wallets total {pct(risk_pct):.1f}% — watch their moves")
|
||||
elif burn_pct > 0.1:
|
||||
sdp_summary = _( f"🟢 销毁了 {pct(burn_pct):.1f}%，流通筹码少，LP 也锁住了，相对干净",
|
||||
f"🟢 {pct(burn_pct):.1f}% burned — reduced supply, LP locked, relatively clean")
|
||||
else:
|
||||
sdp_summary = _("🟢 集中度正常，没发现明显的砸盘风险",
|
||||
"🟢 Normal concentration, no obvious dump risk detected")
|
||||
print(f" → {_('小结', 'Summary')}{_('：', ': ')}{sdp_summary}")
|
||||
print()
|
||||
print(f" {_('Top5 持仓钱包抛压分析', 'Top 5 Holder Sell Pressure')}")
|
||||
print(f" {_('浮盈越高 / 建仓MC越低 → 获利了结压力越强', 'Higher unrealized gain / lower entry MC → stronger sell pressure')}")
|
||||
print()
|
||||
for i, h in enumerate(top5_holders, 1):
|
||||
role_str, display_id, cost_str, pnl_str, lv, note, beh_str, st = top5_pressure(h)
|
||||
hp = pct(h['amount_percentage'])
|
||||
print(f" {i}. {role_str}{display_id}")
|
||||
print(f" {_('持仓', 'hold')} {hp:.2f}% {cost_str} {_('盈亏', 'pnl')} {pnl_str}")
|
||||
print(f" {_('抛压', 'pressure')} {lv} — {note}")
|
||||
print(f" {_('状态', 'status')} {st}{beh_str}")
|
||||
print()
|
||||
|
||||
sec2 = _("👨💻 Dev 钱包", "👨💻 Dev Wallets")
|
||||
print(f"━━ {sec2} {'━'*(54-len(sec2))}")
|
||||
print()
|
||||
dev_status = (_("✅ 全部余额归零", "✅ All cleared") if not dev_holding
|
||||
else _(f"⚠️ 仍有 {len(dev_holding)} 个持仓中", f"⚠️ {len(dev_holding)} still holding"))
|
||||
if sub_devs:
|
||||
print(f" {_('共', 'Total')} {len(devs)} {_('个钱包（1 主号 + ', 'wallets (1 main + ')}{len(sub_devs)}{_(' 小号）', ' sub)')} {dev_status}")
|
||||
else:
|
||||
print(f" {_('共', 'Total')} {len(devs)} {_('个钱包', 'wallets')} {dev_status}")
|
||||
print(f" {_('Dev 合计已实现利润', 'Dev total realized profit')} {usd(dev_realized)}")
|
||||
print()
|
||||
if creator:
|
||||
c_sell_v = creator.get('sell_volume_cur') or 0
|
||||
tf_out = creator.get('history_transfer_out_amount') or 0
|
||||
tf_val = creator.get('history_transfer_out_income') or 0
|
||||
sell_amt = creator.get('sell_amount_cur') or 0
|
||||
hold_pct_c = creator.get('amount_percentage') or 0
|
||||
c_status = (_("余额归零", "Balance zero") if (creator.get('balance') or 0)<1
|
||||
else _(f"⚠️ 持仓 {pct(hold_pct_c):.2f}%", f"⚠️ Holding {pct(hold_pct_c):.2f}%"))
|
||||
print(f" {_('主号 (Creator)', 'Main (Creator)')} {addr_short(creator['address'])}")
|
||||
parts = [c_status]
|
||||
if sell_amt>0:
|
||||
parts.append(_(f"卖出 {fmt_amt(sell_amt)} 个（{usd(c_sell_v)}）",
|
||||
f"Sold {fmt_amt(sell_amt)} ({usd(c_sell_v)})"))
|
||||
if tf_out>0:
|
||||
to_out = creator.get('token_transfer_out') or {}
|
||||
to_addr = to_out.get('address') or ''
|
||||
if to_addr and to_addr in top100_map:
|
||||
parts.append(_(f"转出 {fmt_amt(tf_out)} 个至 Top100 内部钱包（估值 {usd(tf_val)}）",
|
||||
f"Transferred {fmt_amt(tf_out)} to Top100 internal wallet (est. {usd(tf_val)})"))
|
||||
else:
|
||||
parts.append(_(f"转出 {fmt_amt(tf_out)} 个至外部地址（估值 {usd(tf_val)}）",
|
||||
f"Transferred {fmt_amt(tf_out)} to external addr (est. {usd(tf_val)})"))
|
||||
print(f" {' '.join(parts)}")
|
||||
to_out = creator.get('token_transfer_out') or {}
|
||||
to_addr = to_out.get('address') or ''
|
||||
if to_addr and to_addr in top100_map:
|
||||
target = top100_map[to_addr]
|
||||
t_mtags = [t for t in (target.get('maker_token_tags') or []) if t not in ('top_holder','transfer_in')]
|
||||
print(f"\n ⚠️ {_('转出筹码仍在 Top100（换马甲继续持有）：', 'Transferred chips still in Top100 (sock puppet):')}")
|
||||
print(f" {addr_short(to_addr)} {_('持仓', 'hold')} {pct(target.get('amount_percentage',0)):.2f}% {_('标签', 'tags')}: {' '.join(t_mtags) or _('无','none')}")
|
||||
elif (creator.get('balance') or 0)<1 and tf_out==0:
|
||||
print(f" ✅ {_('已完全卖出，无异常转账记录', 'Fully sold, no abnormal transfers')}")
|
||||
print()
|
||||
if to_addr and to_addr in top100_map:
|
||||
dev_summary = _("🔴 Dev 换马甲持仓，这个很危险，随时可以砸盘",
|
||||
"🔴 Dev using sock puppet — very dangerous, can dump anytime")
|
||||
elif dev_holding:
|
||||
dev_summary = _("🟡 Dev 还没出完，有出货风险，关注钱包动向",
|
||||
"🟡 Dev hasn't fully exited — dump risk, watch wallet activity")
|
||||
elif dev_realized > 50000:
|
||||
dev_summary = _(f"🟡 Dev 已套现 {usd(dev_realized)}，虽然出完了但赚了不少",
|
||||
f"🟡 Dev cashed out {usd(dev_realized)} — exited but made significant profit")
|
||||
else:
|
||||
dev_summary = _("🟢 Dev 已清仓，没有持仓压力",
|
||||
"🟢 Dev fully exited — no holding pressure")
|
||||
print(f" → {_('小结', 'Summary')}{_('：', ': ')}{dev_summary}")
|
||||
print()
|
||||
if created_data:
|
||||
all_tokens = created_data.get('tokens') or []
|
||||
total_cnt = (created_data.get('inner_count') or 0)+(created_data.get('open_count') or 0)
|
||||
mig_cnt = created_data.get('open_count') or 0
|
||||
nonmig_cnt = created_data.get('inner_count') or 0
|
||||
print(f" {_('历史发币', 'Token history')} {_('共', 'total')} {total_cnt} {_('已迁移', 'migrated')} {mig_cnt} {_('未迁移', 'unmigrated')} {nonmig_cnt}")
|
||||
top3_mc = sorted(all_tokens, key=lambda t: float(t.get('market_cap') or 0), reverse=True)[:3]
|
||||
if top3_mc:
|
||||
print(f" {_('当前市值 Top3', 'Current MC Top3')}:")
|
||||
for i, t in enumerate(top3_mc, 1):
|
||||
mig_label = _('已迁移', 'migrated') if t.get('is_open') else _('未迁移', 'unmigrated')
|
||||
print(f" {i}. {t.get('symbol','?')} {usd(float(t.get('market_cap') or 0))} [{mig_label}]")
|
||||
ath_info = created_data.get('creator_ath_info') or {}
|
||||
if ath_info and ath_info.get('ath_mc'):
|
||||
is_curr = ath_info.get('ath_token','').lower()==TOKEN_ADDR.lower()
|
||||
curr_label = _('（本币）', ' (this token)') if is_curr else ''
|
||||
print(f" {_('历史最高市值', 'All-time high MC')}: {ath_info.get('token_name','')}({ath_info.get('token_symbol','?')}){curr_label} ATH {usd(float(ath_info.get('ath_mc') or 0))}")
|
||||
print()
|
||||
|
||||
sec3 = _("🔗 关联资金", "🔗 Related Funds")
|
||||
print(f"━━ {sec3} {'━'*(54-len(sec3))}")
|
||||
print()
|
||||
print(f" {_('多个钱包来自同一资金来源地址，或在极短时间内同步注资', 'Multiple wallets from same funding source or funded in tight time windows')}")
|
||||
print()
|
||||
if related:
|
||||
relf = "🔴" if related_pct>0.15 else ("🟡" if related_pct>0.05 else "🟢")
|
||||
print(f" {_('涉及', 'Involves')} {len(related)} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {pct(related_pct):.2f}% {usd(related_usd)} {relf}")
|
||||
print()
|
||||
print(f" ├─ {_('同一资金来源地址', 'Same funding source')} {len(same_src_groups)} {_('组', 'groups')} / {same_src_wallets} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {pct(same_src_pct):.2f}%")
|
||||
if same_src_groups:
|
||||
fa, ws = same_src_groups[0]
|
||||
native_in = sum(float((w.get('native_transfer') or {}).get('amount',0) or 0) for w in ws)
|
||||
native_sym = 'SOL' if CHAIN=='sol' else ('BNB' if CHAIN=='bsc' else 'ETH')
|
||||
print(f" │ {_('最大组', 'Largest group')}: {len(ws)} {_('个钱包', 'wallets')} {_('同一地址先后转入启动资金', 'funded sequentially from same addr')} {native_in:.4f} {native_sym}")
|
||||
print(f" │")
|
||||
if win_groups:
|
||||
win_total = sum(len(v) for __,v in win_groups)
|
||||
if win_total>=3:
|
||||
k,v = win_groups[0]
|
||||
print(f" └─ {_('同期注资（30min内集中入场）', 'Coordinated funding (within 30min)')} {win_total} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {pct(win_pct):.2f}% ⚠️")
|
||||
print(f" {_('最大批次', 'Largest batch')}: {len(v)} {_('个钱包', 'wallets')} {_('合计持仓', 'total hold')} {pct(sum(h['amount_percentage'] for h in v)):.3f}%")
|
||||
else:
|
||||
print(f" └─ {_('同期注资（30min内集中入场）', 'Coordinated funding (within 30min)')} {win_total} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {pct(win_pct):.2f}%")
|
||||
else:
|
||||
print(f" └─ {_('未发现同期集中注资', 'No coordinated funding detected')}")
|
||||
else:
|
||||
print(f" {_('未发现明显关联资金', 'No significant linked funds detected')} 🟢")
|
||||
print()
|
||||
|
||||
sec4 = _("🧠 优质信号", "🧠 Quality Signals")
|
||||
print(f"━━ {sec4} {'━'*(54-len(sec4))}")
|
||||
print()
|
||||
print(f" {_('聪明钱', 'Smart Money')} {len(smart):2d} {_('持仓', 'hold')} {pct(smart_pct):.2f}% {'✅' if smart else '—'}")
|
||||
if smart: print(f" {_('近期动向', 'Recent')}: {trend_str(smart)}")
|
||||
print(f" KOL {len(kol):2d} {_('持仓', 'hold')} {pct(kol_pct):.2f}% {'✅' if kol else '—'}")
|
||||
if kol:
|
||||
for h in kol:
|
||||
name = h.get('twitter_name') or h.get('name') or addr_short(h['address'])
|
||||
print(f" · {name} {_('持仓', 'hold')} {pct(h['amount_percentage']):.2f}% {holding_status(h)} {_('买/卖', 'buy/sell')}: {h.get('buy_tx_count_cur',0)}/{h.get('sell_tx_count_cur',0)}")
|
||||
print(f" {_('鲸鱼', 'Whale')} {len(whales):2d} {_('持仓', 'hold')} {pct(whale_pct):.2f}% {'✅' if whales else '—'}")
|
||||
if whales: print(f" {_('近期动向', 'Recent')}: {trend_str(whales)}")
|
||||
print()
|
||||
df = "✅" if diamond_pct>0.5 else ("🟡" if diamond_pct>0.3 else "⚠️")
|
||||
print(f" {_('钻石手（从未卖出）', 'Diamond hands (never sold)')} {len(diamond):2d} {_('持仓', 'hold')} {pct(diamond_pct):.1f}% {df}")
|
||||
print(f" {_('部分卖出(<50%)', 'Partial sell (<50%)')} {len(partial):2d} {_('大量卖出(≥50%)', 'Heavy sell (≥50%)')} {len(heavy_sell):2d}")
|
||||
sig_count = len(smart) + len(kol) + len(whales)
|
||||
kol_selling = [h for h in kol if (h.get('sell_tx_count_cur') or 0) > 0]
|
||||
kol_holding = [h for h in kol if (h.get('sell_tx_count_cur') or 0) == 0 and (h.get('balance') or 0) >= 1]
|
||||
smart_selling = [h for h in smart if (h.get('sell_tx_count_cur') or 0) > 0]
|
||||
smart_holding = [h for h in smart if (h.get('sell_tx_count_cur') or 0) == 0 and (h.get('balance') or 0) >= 1]
|
||||
if sig_count == 0:
|
||||
sig_summary = _("🟡 没有聪明钱和KOL，这个币没什么外部背书",
|
||||
"🟡 No smart money or KOL — no external endorsement")
|
||||
elif kol_selling and len(kol_selling) >= max(1, len(kol)//2+1):
|
||||
sig_summary = _(f"🟡 {len(kol)}个KOL里有{len(kol_selling)}个已开始卖——跟进要小心",
|
||||
f"🟡 {len(kol_selling)}/{len(kol)} KOL(s) already selling — be careful following")
|
||||
elif smart_selling and len(smart_selling) >= max(1, len(smart)//2+1):
|
||||
sig_summary = _(f"🟡 聪明钱里有{len(smart_selling)}个已经在出货，信号在减弱",
|
||||
f"🟡 {len(smart_selling)} smart money wallet(s) selling — signal weakening")
|
||||
elif smart_holding:
|
||||
sig_summary = _(f"🟢 {len(smart_holding)}个聪明钱一直持仓没卖，这类人通常提前判断，信号较强",
|
||||
f"🟢 {len(smart_holding)} smart money wallet(s) holding firm — usually early movers, strong signal")
|
||||
elif kol_holding:
|
||||
sig_summary = _(f"🟢 {len(kol_holding)}个KOL全程持仓未卖，参考价值保留",
|
||||
f"🟢 {len(kol_holding)} KOL(s) fully holding — signal still valid")
|
||||
else:
|
||||
sig_summary = _("🟢 鲸鱼在场，有大资金背书",
|
||||
"🟢 Whales present — backed by large capital")
|
||||
print(f" → {_('小结', 'Summary')}{_('：', ': ')}{sig_summary}")
|
||||
print()
|
||||
|
||||
sec5 = _("📈 入场成本分析", "📈 Entry Cost Analysis")
|
||||
print(f"━━ {sec5} {'━'*(54-len(sec5))}")
|
||||
print()
|
||||
print(f" {_('当前 MC', 'Current MC')} {usd(cur_mc)}")
|
||||
print()
|
||||
time_clusters = defaultdict(list)
|
||||
for h in normal:
|
||||
sh = h.get('start_holding_at') or 0
|
||||
if sh<=0: continue
|
||||
time_clusters[(sh-token_launch)//86400].append(h)
|
||||
sig_clusters = sorted([(age,ws) for age,ws in time_clusters.items() if len(ws)>=2],
|
||||
key=lambda x: -sum(h['amount_percentage'] for h in x[1]))[:4]
|
||||
|
||||
for rank, (age, ws) in enumerate(sig_clusters, 1):
|
||||
entry_ts = token_launch + age*86400
|
||||
label = age_label(entry_ts)
|
||||
total_hp = sum(h['amount_percentage'] for h in ws)
|
||||
costed = [h for h in ws if (h.get('avg_cost') or 0)>0]
|
||||
selling_out = [h for h in ws if holding_status(h) in (
|
||||
_('🔴 大量出货','🔴 Heavy Selling'), _('🟡 出货中','🟡 Selling'))]
|
||||
still_hold = [h for h in ws if (h.get('balance') or 0)>=1]
|
||||
if costed:
|
||||
avg_entry = sum(total_supply*h['avg_cost'] for h in costed)/len(costed)
|
||||
roi = (cur_mc-avg_entry)/avg_entry*100 if avg_entry>0 else 0
|
||||
mc_str = _(f"建仓MC {usd(avg_entry)} → 现 {usd(cur_mc)} ({roi:+.0f}%)",
|
||||
f"Entry MC {usd(avg_entry)} → now {usd(cur_mc)} ({roi:+.0f}%)")
|
||||
else:
|
||||
avg_entry=0; roi=0
|
||||
mc_str = _("建仓MC 未知（转账获得）", "Entry MC unknown (received via transfer)")
|
||||
sell_ratio = len(selling_out)/len(still_hold) if still_hold else 0
|
||||
if roi>500 and sell_ratio>0.15:
|
||||
risk_flag = "🔴"
|
||||
conclusion = _(f"这批人建仓时才 {usd(avg_entry)}，涨了 {roi:.0f}%，现在有 {len(selling_out)} 个在卖出套现——追入容易接到他们的盘",
|
||||
f"Entry at {usd(avg_entry)}, up {roi:.0f}%, {len(selling_out)} already selling — buying now means catching their exits")
|
||||
elif roi>200 and sell_ratio>0.1:
|
||||
risk_flag = "🟡"
|
||||
conclusion = _(f"涨了 {roi:.0f}%，有 {len(selling_out)} 个开始出货，但多数还没动——注意大户下一步动向",
|
||||
f"Up {roi:.0f}%, {len(selling_out)} starting to sell but most still holding — watch whale next moves")
|
||||
elif roi>0:
|
||||
risk_flag = "🟢"
|
||||
conclusion = _(f"涨了 {roi:.0f}%，出货的人不多，短期卖压不大",
|
||||
f"Up {roi:.0f}%, few selling — limited short-term pressure")
|
||||
else:
|
||||
risk_flag = "🟢"
|
||||
conclusion = _(f"这批人目前亏着呢（{roi:.0f}%），不到割肉的程度，短期不太会卖",
|
||||
f"Currently down {roi:.0f}% — unlikely to sell at a loss short-term")
|
||||
batch_label = _('批次', 'Batch')
|
||||
print(f" {batch_label}{rank}{_('（', '(')}{label}{_('）', ')')} {len(ws)} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {pct(total_hp):.2f}% {risk_flag}")
|
||||
print(f" {mc_str}")
|
||||
print(f" ➤ {conclusion}")
|
||||
print()
|
||||
notable = sorted([h for h in ws if h.get('balance',0)>=1 and h['amount_percentage']>=0.002],
|
||||
key=lambda h: -h['amount_percentage'])
|
||||
if not notable:
|
||||
notable = sorted([h for h in ws if h.get('balance',0)>=1], key=lambda h: -h['amount_percentage'])[:5]
|
||||
dumping = [h for h in notable if is_selling(h)]
|
||||
holding_firm = [h for h in notable if is_buying_only(h)]
|
||||
silent_list = [h for h in notable if not is_active(h)]
|
||||
if dumping:
|
||||
print(f" 🚨 {_('出货中的大户', 'Selling whales')}")
|
||||
for h in dumping[:3]:
|
||||
did = (h.get('twitter_name') or '') or addr_short(h['address'])
|
||||
roles = wallet_roles(h)
|
||||
role_s = "["+"·".join(roles)+"] " if roles else ""
|
||||
print(f" · {role_s}{did} {pct(h['amount_percentage']):.2f}% {_('浮盈','pnl')}{(h.get('unrealized_pnl') or 0)*100:+.0f}% {_('已卖','sold')} {h.get('sell_tx_count_cur') or 0}x {holding_status(h)}")
|
||||
print()
|
||||
if holding_firm:
|
||||
print(f" 📈 {_('持续加仓/未出货', 'Still accumulating / not sold')}")
|
||||
for h in holding_firm[:3]:
|
||||
did = (h.get('twitter_name') or '') or addr_short(h['address'])
|
||||
roles = wallet_roles(h)
|
||||
role_s = "["+"·".join(roles)+"] " if roles else ""
|
||||
print(f" · {role_s}{did} {pct(h['amount_percentage']):.2f}% {_('浮盈','pnl')}{(h.get('unrealized_pnl') or 0)*100:+.0f}% {_('已买','bought')} {h.get('buy_tx_count_cur') or 0}x")
|
||||
print()
|
||||
if silent_list:
|
||||
silent_pct_val = sum(h['amount_percentage'] for h in silent_list)
|
||||
buy0_cnt = sum(1 for h in silent_list if h.get('buy_tx_count_cur',0)==0)
|
||||
note_str = (_("零成本空降为主", "mostly zero-cost airdrop") if buy0_cnt>len(silent_list)//2
|
||||
else _("持仓未动", "holding without activity"))
|
||||
print(f" 💤 {_('静默持仓', 'Silent holders')} {len(silent_list)} {pct(silent_pct_val):.2f}% → {_('抛压低，', 'low pressure, ')}{note_str}")
|
||||
print()
|
||||
print()
|
||||
|
||||
sec6 = _("💰 持仓者购买力", "💰 Holder Buying Power")
|
||||
print(f"━━ {sec6} {'━'*(54-len(sec6))}")
|
||||
print()
|
||||
print(f" {_('衡量现有持仓者还有多少子弹可以加仓', 'How much ammo holders have left to add')} {_('合计可用余额', 'Total balance')} {usd(total_buying_power)}")
|
||||
print()
|
||||
if zero_wallets:
|
||||
print(f" ⚫ {_('零余额', 'Zero balance')} {len(zero_wallets):3d} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {pct(zero_pct_val):.2f}% $0 → {_('无加仓能力，可能是分仓小号', 'No buying power, likely sub-wallets')}")
|
||||
if low_wallets:
|
||||
low_total = sum(native_usd(h) for h in low_wallets)
|
||||
print(f" 🟡 {_('低（<$200）', 'Low (<$200)')} {len(low_wallets):3d} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {pct(low_pct_val):.2f}% {usd(low_total)}")
|
||||
if mid_wallets:
|
||||
mid_total = sum(native_usd(h) for h in mid_wallets)
|
||||
print(f" 🟠 {_('中（$200~$1200）', 'Mid ($200~$1200)')} {len(mid_wallets):3d} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {pct(mid_pct_val):.2f}% {usd(mid_total)}")
|
||||
if high_wallets:
|
||||
print(f" 🔴 {_('高（$1200+）', 'High ($1200+)')} {len(high_wallets):3d} {_('个钱包', 'wallets')} {_('持仓', 'hold')} {pct(high_pct_val):.2f}% {usd(high_total)} → {_('可随时加仓', 'can add anytime')}")
|
||||
print()
|
||||
if high_wallets:
|
||||
print(f" ➤ {_('高余额钱包', 'High-balance wallets')} {len(high_wallets)} {_('个持仓', 'holding')} {pct(high_pct_val):.1f}%{_('，', ', ')}{_('合计', 'total')} {usd(high_total)} {_('可随时加仓', 'ready to add')}")
|
||||
if zero_wallets and zero_pct_val > 0.05:
|
||||
print(f" ➤ {len(zero_wallets)} {_('个钱包零余额（持仓 ', 'wallets with zero balance (hold ')}{pct(zero_pct_val):.1f}%{_('）', ')')}, {_('无加仓能力，可能是分仓小号', 'no buying power, likely sub-wallets')}")
|
||||
print()
|
||||
|
||||
sec7 = _("📊 筹码结构", "📊 Chip Structure")
|
||||
print(f"━━ {sec7} {'━'*(54-len(sec7))}")
|
||||
print()
|
||||
total_n = len(normal)
|
||||
if total_n > 0:
|
||||
print(f" {_('盈利', 'Profit')} {len(profit_w)} ({len(profit_w)/total_n*100:.0f}%) {_('亏损', 'Loss')} {len(loss_w)} ({len(loss_w)/total_n*100:.0f}%) {_('持平', 'Break-even')} {total_n-len(profit_w)-len(loss_w)}")
|
||||
tf_flag = "⚠️" if len(trapped)>30 else ""
|
||||
print(f" {_('套牢盘（浮亏>20%）', 'Underwater (>20% loss)')} {len(trapped)} {_('持仓', 'hold')} {pct(sum(h['amount_percentage'] for h in trapped)):.2f}% {tf_flag}")
|
||||
print(f" {_('平均持仓时长', 'Avg hold duration')} {avg_hold_days:.1f} {_('天', 'days')}")
|
||||
print()
|
||||
|
||||
sec8 = _("🤖 AI 建议", "🤖 AI Advice")
|
||||
print(f"━━ {sec8} {'━'*(54-len(sec8))}")
|
||||
print()
|
||||
print(f" {rating_em} {rating_text}")
|
||||
print()
|
||||
if dangers:
|
||||
print(f" {_('核心风险', 'Core Risks')}:")
|
||||
for d in dangers: print(f" · {d}")
|
||||
if warns:
|
||||
print(f" {_('注意信号', 'Warnings')}:")
|
||||
for w in warns: print(f" · {w}")
|
||||
if goods:
|
||||
print(f" {_('积极因素', 'Positives')}:")
|
||||
for g in goods: print(f" · {g}")
|
||||
hf = "🔴" if healthy_ratio<0.3 else ("🟡" if healthy_ratio<0.5 else "🟢")
|
||||
print(f"\n {_('健康筹码', 'Healthy chips')} {pct(healthy_ratio):.1f}% {hf} DEX {pct(dex_pct):.1f}% {_('不纳入评估', 'excluded from eval')}")
|
||||
print()
|
||||
print(f" {_('关注以下信号，出现则考虑离场：', 'Watch for these exit signals:')}")
|
||||
for sig in exit_signals:
|
||||
print(f" · {sig}")
|
||||
print()
|
||||
print("=" * 58)
|
||||
print(" [OUTPUT COMPLETE — COPY ABOVE VERBATIM, DO NOT SUMMARIZE]")
|
||||
print("=" * 58)
|
||||
Reference in New Issue
Block a user