         (b'WScript.Shell', 60),
         (b'CreateObject', 60),
         (b'schtasks /', 60),
         (b'reg add', 60),
         (b'HKCU\\\\', 60),
         (b'HKLM\\\\', 60),
         (b'Start-Process', 60),
         (b'-WindowStyle Hidden', 60),
         (b'-ExecutionPolicy Bypass', 60),
         (b'wget ', 60),
         (b'curl ', 60),
         (b'certutil -',60),
     ]
     found = set()
     chunk_size = 8*1024*1024
     offset = 0
     f.seek(0, 2)
     total = f.tell()
     f.seek(0)
     while offset < total:
         f.seek(offset)
         chunk = f.read(chunk_size)
         if not chunk: break
         for pat, ctx_size in patterns:
             for match in re.finditer(re.escape(pat), chunk):
                 start = max(0, match.start() - 40)
                 end = min(len(chunk), match.end() + ctx_size)
                 ctx = chunk[start:end]
                 try:
                     ctx_str = ctx.decode('utf-8', errors='replace')[:120]
                 except:
                     ctx_str = repr(ctx)[:120]
                 found.add((offset + match.start(), pat.decode(), ctx_str))
         offset += chunk_size
         if offset % (100*1024*1024) == 0:
             print(f'Scanned {offset/(1024*1024):.0f}MB...', file=__import__('sys').stderr)
     print(f'Total unique hits: {len(found)}')
     for off, pat, ctx in sorted(found)[:30]:
         print(f'[{off}] {pat}: {ctx}')
 " 2>&1 | head -60 (timeout 120s)

 ... (55 earlier lines, ctrl+o to expand)
 Scanned 11200MB...
 Scanned 11400MB...
 Scanned 11600MB...
 Scanned 11800MB...
 Scanned 12000MB...

 Took 66.7s



 The swarm is finished: done/SWARM_DONE exists (All definition-of-done checks pass: work/report.md (202 lines, 6
 headings), work/timeline.md (37 rows), ledger has 25+ events, critic sign-off posted (#45 by s183905), check_inputs
 verified, inputs unchanged. The swarm has completed the investigation.). Call done now and stop.


 The swarm is done. Let me call done.

 The swarm has completed. Let me sign


 done
 {
   "terminate": true,
   "agent_done": "/Users/halilozturkci/DFIR/SampleCases/AliHadi-swarm/s1839/done/agents/s183906.done",
   "sentinel": "/Users/halilozturkci/DFIR/SampleCases/AliHadi-swarm/s1839/done/SWARM_DONE",
   "created_sentinel": false,
   "reason": "Swarm complete: done/SWARM_DONE exists, all checks pass, report and timeline built, critic signed off",
   "output_file": "work/report.md"
 }



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~/DFIR/SampleCases/AliHadi-swarm/s1839 • s183906
↑1.3M ↓22k R1.1M CH0.0% $2.542 10.3%/1.0M (auto)                                (azure-foundry) DeepSeek-V4-Pro • medium
swarm:s183906
