Skills/ClawHub/paper-polisher

paper-polisher@6.3.0

CAUTION

Publisher claims: "AI-rate self-check and polish guidance for academic writing: sentence-level rewrite suggestions (locates and advises, never auto-rewrites), terminology and consistency checks, translation-smell, paragraph attribution, journal precheck with discipline context, style-norm conventions check, quality report, AIGC label check, plus `--batch DIR` with HTML summary. Reads .docx directly. Not for: document/PDF translation (doc-holmes), plagiarism checking (institutional systems), ghost-writing or executing rewrites (paper-rewriter); texts under 100 chars get no verdict by design. 100% local, zero upload; bundled tests + AST zero-network self-verification. Multi-layer rule engine + token spectrum + optional supervised Qwen3-0.6B ONNX layer + LLM fingerprint attribution + freshness pipeline. Base-engine numbers reproduce from bundled held-out evals; supervised columns are author-side (model not bundled)." Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry ClawHubPublisher docsor1212 · joined 2 days agoInstalls 2,461Last detonated 32 h ago
Dispute verdict

Behavior trace

Honeypot run · 0 s · 1 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.0sprocessscript backend runs setup only
0.0sprocessscript backend runs setup only

Static findings

HIGH
Python subprocess execution detectedeval/release_smoke.py:334 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedeval/release_smoke.py:501 · Python subprocess execution detected
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HIGH
Python subprocess execution detectedeval/release_smoke.py:488 · Python subprocess execution detected
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HIGH
Python subprocess execution detectedeval/release_smoke.py:503 · Python subprocess execution detected
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HIGH
Python subprocess execution detectedeval/release_smoke.py:57 · Python subprocess execution detected
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HIGH
Python subprocess execution detectedscripts/pp.py:156 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_v50800.py:64 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedscripts/deai_gate.py:38 · Python subprocess execution detected
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HIGH
Python subprocess execution detectedscripts/pp_doctor.py:34 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_v540.py:54 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_entry.py:22 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_v50800.py:28 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_v50800.py:17 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_style_norm.py:71 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_batch_report.py:65 · Python subprocess execution detected
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HIGH
Python subprocess execution detectedtests/test_rewrite_check.py:71 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_entry.py:39 · Python subprocess execution detected
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HIGH
Python subprocess execution detectedscripts/pp_report_bundle.py:71 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedscripts/freshness_refresh.py:136 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedscripts/pp.py:154 · Python subprocess execution detected
AST05
HIGH
Unicode escape sequence detectedeval/release_smoke.py:274 · Unicode escape sequence detected — may contain obfuscated payloads
AST07
HIGH
Python subprocess execution detectedscripts/pp.py:338 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_rewrite_check.py:64 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_fix_suggest.py:82 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_fix_suggest.py:74 · Python subprocess execution detected
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HIGH
Python subprocess execution detectedscripts/pp.py:158 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_docx_bundle.py:71 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_docx_bundle.py:82 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_entry.py:34 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_rewrite_check.py:58 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_docx_bundle.py:119 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedscripts/freshness_refresh.py:28 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_fix_suggest.py:53 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_entry.py:27 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_batch_report.py:76 · Python subprocess execution detected
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HIGH
Python subprocess execution detectedtests/test_v50900.py:16 · Python subprocess execution detected
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HIGH
Python subprocess execution detectedtests/test_v50800.py:72 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_v60000.py:22 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_verify.py:36 · Python subprocess execution detected
AST05
MEDIUM
File type combined with upload actionSKILL.md:176 · File type combined with upload action — agent may exfiltrate local data files
AST07
MEDIUM
File type combined with upload actionSKILL.md:112 · File type combined with upload action — agent may exfiltrate local data files
AST07
HIGH
Python subprocess execution detectedtests/test_v60100.py:21 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_v60200.py:16 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_v540.py:82 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_verify.py:23 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_v60300.py:18 · Python subprocess execution detected
AST05
HIGH
Python subprocess execution detectedtests/test_v540.py:107 · Python subprocess execution detected
AST05