{ "title": "Support portal pilot announcement", "source_kind": "Deliberately exaggerated fictional demo, written for this comparison", "source": "A pivotal new chapter in customer support\n\nIn today's rapidly evolving digital landscape, delivering seamless customer experiences is more important than ever. We are thrilled to unveil a groundbreaking initiative that will empower our customers to unlock the full potential of self-service. This isn't just a portal. It's a paradigm shift. At its core, this transformative journey is about fostering meaningful connections, streamlining workflows, and elevating every interaction. Together, we are reimagining what's possible, one click at a time.\n\nLet's dive in. On October 12, we will invite 24 existing customers to try a new support portal for two weeks. The pilot lets them download invoices and check the status of support requests. It does not support refunds, password changes, or adding teammates. Those tasks will stay on the current account page. Participation is optional, and customers can leave the pilot at any time. The wider release has no confirmed date. These details aren't just logistics. They're the foundation of a truly customer-centric ecosystem designed to meet people where they are.\n\nWhy this matters: in a world where expectations never stop rising, clarity is the cornerstone of trust. The portal could reduce routine questions, but we do not yet know whether it will save customers time. We will measure task completion, time spent finding an invoice, and requests for help. A lower ticket count alone will not count as success. People may stop asking because they cannot find the contact button. That would be a problem, not evidence of improvement. It's worth noting that the goal is not to eliminate human support. It's to cultivate a frictionless experience that puts people at the heart of everything we do.\n\nFurthermore, our dedicated team is working tirelessly to ensure a robust and holistic approach to feedback. Support will read pilot comments each weekday. Engineering will investigate blocked invoice downloads before cosmetic problems. If a customer sees another customer's invoice, we will pause the pilot immediately and investigate. We will also pause if customers cannot reach support. These safeguards reflect our unwavering commitment to excellence, underscoring the critical importance of building a resilient foundation for sustainable growth. The future of support isn't on the horizon. It's already here.\n\nTo navigate this exciting new chapter, account managers should send the invitation only to customers on the approved list. Please use the sentence \"You can keep using the current support page\" exactly as written. Do not promise faster responses or additional features. Send questions about eligibility to the support lead by Friday. We will share the pilot findings after the two-week trial, including problems and inconclusive results. No price changes are planned during the pilot. This is more than an experiment. It's a testament to the power of collaboration, a catalyst for innovation, and a bold step toward a brighter tomorrow. The journey ahead is filled with opportunity, and we cannot wait to embark on it together.\n", "words": 485, "price_version": "2026-09-25-levels", "methodology": "Same 485-word draft, instructions, four short-edit attempts, and meaning review at each level. Automatic skipping disabled after all four default runs skipped the draft without AI calls. One recorded result per level; High was retried once after a server error. No results edited or selected from multiple successful runs. Costs are customer-equivalent prices calculated from measured per-call usage and the published rate schedule, before tax. These owner-run requests did not deduct prepaid credits. A single draft is not a ranking of the levels.", "results": [ { "level": "low", "recorded_at": "2026-09-25T17:26:46.072Z", "request_id": "bdbdee58-d71f-4061-9957-19da2f5cc82e", "http_status": 200, "customer_charge_micro_usd": 42050, "measured_usage_price_micro_usd": 42050, "request": { "text": "A pivotal new chapter in customer support\n\nIn today's rapidly evolving digital landscape, delivering seamless customer experiences is more important than ever. We are thrilled to unveil a groundbreaking initiative that will empower our customers to unlock the full potential of self-service. This isn't just a portal. It's a paradigm shift. At its core, this transformative journey is about fostering meaningful connections, streamlining workflows, and elevating every interaction. Together, we are reimagining what's possible, one click at a time.\n\nLet's dive in. On October 12, we will invite 24 existing customers to try a new support portal for two weeks. The pilot lets them download invoices and check the status of support requests. It does not support refunds, password changes, or adding teammates. Those tasks will stay on the current account page. Participation is optional, and customers can leave the pilot at any time. The wider release has no confirmed date. These details aren't just logistics. They're the foundation of a truly customer-centric ecosystem designed to meet people where they are.\n\nWhy this matters: in a world where expectations never stop rising, clarity is the cornerstone of trust. The portal could reduce routine questions, but we do not yet know whether it will save customers time. We will measure task completion, time spent finding an invoice, and requests for help. A lower ticket count alone will not count as success. People may stop asking because they cannot find the contact button. That would be a problem, not evidence of improvement. It's worth noting that the goal is not to eliminate human support. It's to cultivate a frictionless experience that puts people at the heart of everything we do.\n\nFurthermore, our dedicated team is working tirelessly to ensure a robust and holistic approach to feedback. Support will read pilot comments each weekday. Engineering will investigate blocked invoice downloads before cosmetic problems. If a customer sees another customer's invoice, we will pause the pilot immediately and investigate. We will also pause if customers cannot reach support. These safeguards reflect our unwavering commitment to excellence, underscoring the critical importance of building a resilient foundation for sustainable growth. The future of support isn't on the horizon. It's already here.\n\nTo navigate this exciting new chapter, account managers should send the invitation only to customers on the approved list. Please use the sentence \"You can keep using the current support page\" exactly as written. Do not promise faster responses or additional features. Send questions about eligibility to the support lead by Friday. We will share the pilot findings after the two-week trial, including problems and inconclusive results. No price changes are planned during the pilot. This is more than an experiment. It's a testament to the power of collaboration, a catalyst for innovation, and a bold step toward a brighter tomorrow. The journey ahead is filled with opportunity, and we cannot wait to embark on it together.\n", "rewrite_gate": { "enabled": false }, "allow_ai": true, "semantic_review": true, "instructions": "Remove inflated AI-style phrasing and filler. Use direct language. Preserve all facts, caveats, dates, numbers, and quoted wording.", "constraints": { "max_change_ratio": 0.15, "preserve_numbers": true, "preserve_quotes": true, "preserve_formatting": true }, "micro": { "max_calls": 4, "max_span_words": 8, "max_span_chars": 60 }, "return_analysis": true, "model_level": "low" }, "response": { "status": "partially_rewritten", "text": "A new chapter in customer support\n\nIn today's rapidly evolving digital landscape, delivering seamless customer experiences is more important than ever. We are thrilled to unveil a groundbreaking initiative that will empower our customers to unlock the full potential of self-service. This isn't just a portal. It's a paradigm shift. At its core, this transformative journey is about fostering meaningful connections, streamlining workflows, and elevating every interaction. Together, we are reimagining what's possible, one click at a time.\n\nHere's what's included. On October 12, we will invite 24 existing customers to try a new support portal for two weeks. The pilot lets them download invoices and check the status of support requests. It does not support refunds, password changes, or adding teammates. Those tasks will stay on the current account page. Participation is optional, and customers can leave the pilot at any time. The wider release has no confirmed date. These details aren't just logistics. They're the foundation of a truly customer-centric ecosystem designed to meet people where they are.\n\nIn a world where expectations never stop rising, clarity is the cornerstone of trust. The portal could reduce routine questions, but we do not yet know whether it will save customers time. We will measure task completion, time spent finding an invoice, and requests for help. A lower ticket count alone will not count as success. People may stop asking because they cannot find the contact button. That would be a problem, not evidence of improvement. The goal is not to eliminate human support. It's to cultivate a frictionless experience that puts people at the heart of everything we do.\n\nFurthermore, our dedicated team is working tirelessly to ensure a robust and holistic approach to feedback. Support will read pilot comments each weekday. Engineering will investigate blocked invoice downloads before cosmetic problems. If a customer sees another customer's invoice, we will pause the pilot immediately and investigate. We will also pause if customers cannot reach support. These safeguards reflect our unwavering commitment to excellence, underscoring the critical importance of building a resilient foundation for sustainable growth. The future of support isn't on the horizon. It's already here.\n\nTo navigate this exciting new chapter, account managers should send the invitation only to customers on the approved list. Please use the sentence \"You can keep using the current support page\" exactly as written. Do not promise faster responses or additional features. Send questions about eligibility to the support lead by Friday. We will share the pilot findings after the two-week trial, including problems and inconclusive results. No price changes are planned during the pilot. This is more than an experiment. It's a testament to the power of collaboration, a catalyst for innovation, and a bold step toward a brighter tomorrow. 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Keep it if its literal meaning is needed.", "method": "rule", "contextual": true } ], "contextual_rules": [], "instructions_require_contextual_review": false, "protected_spans": [ { "start": 577, "end": 579, "reason": "number" }, { "start": 596, "end": 598, "reason": "number" }, { "start": 2469, "end": 2514, "reason": "quote" } ] }, "inspect": { "status": "no_patterns_found", "findings": [], "complete_detection": false, "note": "Pattern matches are signals, including quoted examples. No matches does not establish safety." } }, "provenance": { "ai_used": true, "output_accepted": true, "watermark_checked": false, "note": "Small edits and provider diversity do not establish watermark removal or undetectability." } }, "assessment": "Four small changes remove some filler. The facts, caveats and required quotation survive. Much of the promotional language remains, and the replacement transition is still expendable." }, { "level": "medium", "recorded_at": "2026-09-25T17:26:43.030Z", "request_id": "ac2cb932-eeb3-4033-9c83-f97a0c658159", "http_status": 200, "customer_charge_micro_usd": 0, "measured_usage_price_micro_usd": 89357, "request": { "text": "A pivotal new chapter in customer support\n\nIn today's rapidly evolving digital landscape, delivering seamless customer experiences is more important than ever. We are thrilled to unveil a groundbreaking initiative that will empower our customers to unlock the full potential of self-service. This isn't just a portal. It's a paradigm shift. At its core, this transformative journey is about fostering meaningful connections, streamlining workflows, and elevating every interaction. Together, we are reimagining what's possible, one click at a time.\n\nLet's dive in. On October 12, we will invite 24 existing customers to try a new support portal for two weeks. The pilot lets them download invoices and check the status of support requests. It does not support refunds, password changes, or adding teammates. Those tasks will stay on the current account page. Participation is optional, and customers can leave the pilot at any time. The wider release has no confirmed date. These details aren't just logistics. They're the foundation of a truly customer-centric ecosystem designed to meet people where they are.\n\nWhy this matters: in a world where expectations never stop rising, clarity is the cornerstone of trust. The portal could reduce routine questions, but we do not yet know whether it will save customers time. We will measure task completion, time spent finding an invoice, and requests for help. A lower ticket count alone will not count as success. People may stop asking because they cannot find the contact button. That would be a problem, not evidence of improvement. It's worth noting that the goal is not to eliminate human support. It's to cultivate a frictionless experience that puts people at the heart of everything we do.\n\nFurthermore, our dedicated team is working tirelessly to ensure a robust and holistic approach to feedback. Support will read pilot comments each weekday. Engineering will investigate blocked invoice downloads before cosmetic problems. If a customer sees another customer's invoice, we will pause the pilot immediately and investigate. We will also pause if customers cannot reach support. These safeguards reflect our unwavering commitment to excellence, underscoring the critical importance of building a resilient foundation for sustainable growth. The future of support isn't on the horizon. It's already here.\n\nTo navigate this exciting new chapter, account managers should send the invitation only to customers on the approved list. Please use the sentence \"You can keep using the current support page\" exactly as written. Do not promise faster responses or additional features. 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Preserve all facts, caveats, dates, numbers, and quoted wording.", "constraints": { "max_change_ratio": 0.15, "preserve_numbers": true, "preserve_quotes": true, "preserve_formatting": true }, "micro": { "max_calls": 4, "max_span_words": 8, "max_span_chars": 60 }, "return_analysis": true, "model_level": "medium" }, "response": { "status": "constraints_unsatisfied", "text": "A pivotal new chapter in customer support\n\nIn today's rapidly evolving digital landscape, delivering seamless customer experiences is more important than ever. We are thrilled to unveil a groundbreaking initiative that will empower our customers to unlock the full potential of self-service. This isn't just a portal. It's a paradigm shift. At its core, this transformative journey is about fostering meaningful connections, streamlining workflows, and elevating every interaction. Together, we are reimagining what's possible, one click at a time.\n\nLet's dive in. 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That would be a problem, not evidence of improvement. It's worth noting that the goal is not to eliminate human support. It's to cultivate a frictionless experience that puts people at the heart of everything we do.\n\nFurthermore, our dedicated team is working tirelessly to ensure a robust and holistic approach to feedback. Support will read pilot comments each weekday. Engineering will investigate blocked invoice downloads before cosmetic problems. If a customer sees another customer's invoice, we will pause the pilot immediately and investigate. We will also pause if customers cannot reach support. These safeguards reflect our unwavering commitment to excellence, underscoring the critical importance of building a resilient foundation for sustainable growth. The future of support isn't on the horizon. It's already here.\n\nTo navigate this exciting new chapter, account managers should send the invitation only to customers on the approved list. Please use the sentence \"You can keep using the current support page\" exactly as written. Do not promise faster responses or additional features. Send questions about eligibility to the support lead by Friday. We will share the pilot findings after the two-week trial, including problems and inconclusive results. No price changes are planned during the pilot. This is more than an experiment. It's a testament to the power of collaboration, a catalyst for innovation, and a bold step toward a brighter tomorrow. The journey ahead is filled with opportunity, and we cannot wait to embark on it together.\n", "accepted": false, "model_level": "medium", "original_score": { "style_score": 3, "rewrite_gate": { "enabled": false, "threshold": 20, "minimum_words": 50, "passed": true, "reason": "disabled", "method": "style_heuristic", "authorship_verified": false }, "direction": "higher_means_more_flagged_patterns", "authorship_probability": null, "evidence": "sufficient_for_heuristics", "profile_compliance": null, "formula": "min(100, severity_weighted_findings * 250 / max(50, prose_words)); suggestion=1, warning=2, error=3", "rule_version": "2026-09-24.1" }, "rewrite_gate": { "enabled": false, "threshold": 20, "minimum_words": 50, "passed": true, "reason": "disabled", "method": "style_heuristic", "authorship_verified": false }, "usage": { "input_tokens": 5202, "output_tokens": 476 }, "attempts": [ { "call": 1, "start": 0, "end": 41, "accepted": true, "changed": true, "feedback": [], "usage": { "input_tokens": 566, "output_tokens": 21 } }, { "call": 2, "start": 550, "end": 564, "accepted": true, "changed": true, "feedback": [], "usage": { "input_tokens": 1257, "output_tokens": 27 } }, { "call": 3, "start": 1113, "end": 1160, "accepted": true, "changed": true, "feedback": [], "usage": { "input_tokens": 650, "output_tokens": 130 } }, { "call": 4, "start": 1583, "end": 1621, "accepted": true, "changed": true, "feedback": [], "usage": { "input_tokens": 1270, "output_tokens": 32 } } ], "validation": { "reading_target": null, "constraints_satisfied": true, "checks": [ { "name": "max_change_ratio", "status": "passed", "expected": 0.15, "actual": 0.04151624548736462 }, { "name": "protected_content", "status": "passed", "expected": "unchanged in original position relative to surrounding text", "actual": [] }, { "name": "numbers", "status": "passed", "expected": [ "12", "24" ], "actual": [ "12", "24" ] } ], "comparison": { "edits": [ { "start": 2, "end": 10, "replacement": "", "original": "pivotal ", "original_chars": 8, "replacement_chars": 0 }, { "start": 550, "end": 551, "replacement": "H", "original": "L", "original_chars": 1, "replacement_chars": 1 }, { "start": 552, "end": 552, "replacement": "re are ", "original": "", "original_chars": 0, "replacement_chars": 7 }, { "start": 553, "end": 555, "replacement": "he", "original": "'s", "original_chars": 2, "replacement_chars": 2 }, { "start": 557, "end": 559, "replacement": "", "original": "iv", "original_chars": 2, "replacement_chars": 0 }, { "start": 560, "end": 561, "replacement": "ta", "original": " ", "original_chars": 1, "replacement_chars": 2 }, { "start": 562, "end": 563, "replacement": "ls", "original": "n", "original_chars": 1, "replacement_chars": 2 }, { "start": 1113, "end": 1120, "replacement": "A", "original": "Why thi", "original_chars": 7, "replacement_chars": 1 }, { "start": 1122, "end": 1126, "replacement": "", "original": "matt", "original_chars": 4, "replacement_chars": 0 }, { "start": 1127, "end": 1149, "replacement": "", "original": "rs: in a world where e", "original_chars": 22, "replacement_chars": 0 }, { "start": 1583, "end": 1592, "replacement": "T", "original": "It's wort", "original_chars": 9, "replacement_chars": 1 }, { "start": 1593, "end": 1608, "replacement": "", "original": " noting that th", "original_chars": 15, "replacement_chars": 0 } ], "edit_count": 12, "added_tokens": 6, "removed_tokens": 17, "original_prose_tokens": 554, "change_ratio": 0.04151624548736462, "max_edit_size": 22, "before": { "words": 485, "characters": 3089, "utf16_length": 3089, "sentences": 41, "syllables": 833, "average_sentence_words": 11.83, "sentence_length_sd": 5, "lexical_diversity": 0.59, "readability": { "status": "estimated", "metric": "flesch_kincaid_grade", "grade": 9.29, "reading_ease": 49.53 }, "writing_complexity": "moderate", "punctuation": { "counts": { "'": 13, ",": 23, ".": 40, "-": 3, ":": 1, "\"": 2 }, "delimiter_balance": { "score": 100, "matched_pairs": 1, "unmatched_count": 0, "rubric": "Percentage of checked delimiter characters with a matching pair. 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Thresholds are provisional. Higher variation is not inherently better; headings, lists, code, tables and block quotes are excluded from Markdown prose." }, "after": { "version": "2026-09-24.1", "method": "deterministic", "scored": false, "sentences": { "count": 41, "lengths": [ 6, 15, 21, 5, 4, 17, 11, 4, 18, 13, 10, 9, 12, 7, 5, 16, 11, 18, 14, 10, 11, 9, 8, 16, 16, 7, 9, 15, 9, 20, 8, 3, 19, 15, 8, 10, 16, 8, 6, 20, 16 ], "mean": 11.59, "sd": 4.95, "cv": 0.43, "median": 11, "iqr": 8, "median_absolute_deviation": 4, "adjacent_difference": 5.5, "normalized_adjacent_difference": 0.47, "status": "measured", "units": [ { "start": 0, "end": 33, "words": 6 }, { "start": 35, "end": 151, "words": 15 }, { "start": 152, "end": 283, "words": 21 }, { "start": 284, "end": 309, "words": 5 }, { "start": 310, "end": 332, "words": 4 }, { "start": 333, "end": 473, "words": 17 }, { "start": 474, "end": 540, "words": 11 }, { "start": 542, "end": 563, "words": 4 }, { "start": 564, "end": 658, "words": 18 }, { "start": 659, "end": 738, "words": 13 }, { "start": 739, "end": 806, "words": 10 }, { "start": 807, "end": 857, "words": 9 }, { "start": 858, "end": 931, "words": 12 }, { "start": 932, "end": 972, "words": 7 }, { "start": 973, "end": 1009, "words": 5 }, { "start": 1010, "end": 1110, "words": 16 }, { "start": 1112, "end": 1183, "words": 11 }, { "start": 1184, "end": 1286, "words": 18 }, { "start": 1287, "end": 1373, "words": 14 }, { "start": 1374, "end": 1427, "words": 10 }, { "start": 1428, "end": 1495, "words": 11 }, { "start": 1496, "end": 1549, "words": 9 }, { "start": 1550, "end": 1593, "words": 8 }, { "start": 1594, "end": 1688, "words": 16 }, { "start": 1690, "end": 1797, "words": 16 }, { "start": 1798, "end": 1844, "words": 7 }, { "start": 1845, "end": 1925, "words": 9 }, { "start": 1926, "end": 2025, "words": 15 }, { "start": 2026, "end": 2079, "words": 9 }, { "start": 2080, "end": 2241, "words": 20 }, { "start": 2242, "end": 2285, "words": 8 }, { "start": 2286, "end": 2304, "words": 3 }, { "start": 2306, "end": 2428, "words": 19 }, { "start": 2429, "end": 2518, "words": 15 }, { "start": 2519, "end": 2574, "words": 8 }, { "start": 2575, "end": 2638, "words": 10 }, { "start": 2639, "end": 2742, "words": 16 }, { "start": 2743, "end": 2789, "words": 8 }, { "start": 2790, "end": 2822, "words": 6 }, { "start": 2823, "end": 2941, "words": 20 }, { "start": 2942, "end": 3032, "words": 16 } ] }, "paragraphs": { "count": 6, "lengths": [ 6, 73, 94, 97, 87, 118 ], "mean": 79.17, "sd": 35.35, "cv": 0.45, "median": 90.5, "iqr": 21, "median_absolute_deviation": 12, "adjacent_difference": 21, "normalized_adjacent_difference": 0.27, "status": "measured", "units": [ { "start": 0, "end": 33, "words": 6, "sentence_count": 1 }, { "start": 35, "end": 540, "words": 73, "sentence_count": 6 }, { "start": 542, "end": 1110, "words": 94, "sentence_count": 9 }, { "start": 1112, "end": 1688, "words": 97, "sentence_count": 8 }, { "start": 1690, "end": 2304, "words": 87, "sentence_count": 8 }, { "start": 2306, "end": 3032, "words": 118, "sentence_count": 9 } ], "sentence_counts": [ 1, 6, 9, 8, 8, 9 ], "dominant_sentence_count_share": 0.33 }, "vocabulary": { "words": 475, "mattr_window": 50, "mattr": 0.87, "contractions_per_100_words": 1.89 }, "thresholds": { "minimum_sentences": 10, "minimum_paragraphs": 5, "uniform_cv": 0.12, "sentence_run_words_tolerance": 2, "minimum_sentence_run": 4 }, "note": "Experimental style diagnostics, not authorship probabilities. Thresholds are provisional. Higher variation is not inherently better; headings, lists, code, tables and block quotes are excluded from Markdown prose." } }, "readability_shift": 0.01, "metric": "prose-token-additions-plus-deletions/v1", "offset_encoding": "utf-16" }, "meaning_preservation": { "status": "unverified", "note": "Mechanical checks cannot establish unchanged meaning, facts, or qualifications." } }, "micro_editing": { "strategy": "original_span_patches", "limits": { "max_calls": 4, "max_span_words": 8, "max_span_chars": 60 }, "call_budget": 4, "generation_calls": 4, "review_calls": 1, "spans_planned": 79, "spans_reviewed": 4, "spans_remaining": 75, "completion": "call_limit", "original_context_only": true, "patches": [] }, "finding_changes": { "before": 6, "after": 6, "by_rule": [ { "rule_id": "style.phrase.2", "before": 1, "after": 1, "change": 0 }, { "rule_id": "style.phrase.6", "before": 1, "after": 1, "change": 0 }, { "rule_id": "style.importance_label", "before": 1, "after": 1, "change": 0 }, { "rule_id": "style.phrase.5", "before": 1, "after": 1, "change": 0 }, { "rule_id": "style.empty_connector", "before": 1, "after": 1, "change": 0 }, { "rule_id": "style.phrase.7", "before": 1, "after": 1, "change": 0 } ], "note": "Raw finding counts, not proof of improved quality or unchanged meaning. Negative changes mean fewer matches for that rule. Contextual findings can be intentional." }, "semantic_review": { "status": "model_assessed", "model_level": "medium", "meaning_changed": true, "unsupported_claim_added": false, "qualifications_lost": false, "voice_match": "partial", "concerns": [ { "original_excerpt": "A pivotal new chapter in customer support", "revised_excerpt": "A new chapter in customer support", "explanation": "Removing “pivotal” weakens the stated significance of the chapter, so the meaning shifts slightly." }, { "original_excerpt": "Remove inflated AI-style phrasing and filler. 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Checks parentheses, brackets, braces, double quotes, curly double quotes, and guillemets; inches and intentional fragments can be false positives." }, "per_100_words": 16.91, "balance": "No universal ideal ratio; assess against your profile." }, "overall_score": 100, "rhythm": { "version": "2026-09-24.1", "method": "deterministic", "scored": false, "sentences": { "count": 41, "lengths": [ 7, 15, 21, 5, 4, 17, 11, 3, 18, 13, 10, 9, 12, 7, 5, 16, 17, 18, 14, 10, 11, 9, 12, 16, 16, 7, 9, 15, 9, 20, 8, 3, 19, 15, 8, 10, 16, 8, 6, 20, 16 ], "mean": 11.83, "sd": 5, "cv": 0.42, "median": 11, "iqr": 8, "median_absolute_deviation": 4, "adjacent_difference": 5, "normalized_adjacent_difference": 0.42, "status": "measured", "units": [ { "start": 0, "end": 41, "words": 7 }, { "start": 43, "end": 159, "words": 15 }, { "start": 160, "end": 291, "words": 21 }, { "start": 292, "end": 317, "words": 5 }, { "start": 318, "end": 340, "words": 4 }, { "start": 341, "end": 481, "words": 17 }, { "start": 482, "end": 548, "words": 11 }, { "start": 550, "end": 564, "words": 3 }, { "start": 565, "end": 659, "words": 18 }, { "start": 660, "end": 739, "words": 13 }, { "start": 740, "end": 807, "words": 10 }, { "start": 808, "end": 858, "words": 9 }, { "start": 859, "end": 932, "words": 12 }, { "start": 933, "end": 973, "words": 7 }, { "start": 974, "end": 1010, "words": 5 }, { "start": 1011, "end": 1111, "words": 16 }, { "start": 1113, "end": 1216, "words": 17 }, { "start": 1217, "end": 1319, "words": 18 }, { "start": 1320, "end": 1406, "words": 14 }, { "start": 1407, "end": 1460, "words": 10 }, { "start": 1461, "end": 1528, "words": 11 }, { "start": 1529, "end": 1582, "words": 9 }, { "start": 1583, "end": 1649, "words": 12 }, { "start": 1650, "end": 1744, "words": 16 }, { "start": 1746, "end": 1853, "words": 16 }, { "start": 1854, "end": 1900, "words": 7 }, { "start": 1901, "end": 1981, "words": 9 }, { "start": 1982, "end": 2081, "words": 15 }, { "start": 2082, "end": 2135, "words": 9 }, { "start": 2136, "end": 2297, "words": 20 }, { "start": 2298, "end": 2341, "words": 8 }, { "start": 2342, "end": 2360, "words": 3 }, { "start": 2362, "end": 2484, "words": 19 }, { "start": 2485, "end": 2574, "words": 15 }, { "start": 2575, "end": 2630, "words": 8 }, { "start": 2631, "end": 2694, "words": 10 }, { "start": 2695, "end": 2798, "words": 16 }, { "start": 2799, "end": 2845, "words": 8 }, { "start": 2846, "end": 2878, "words": 6 }, { "start": 2879, "end": 2997, "words": 20 }, { "start": 2998, "end": 3088, "words": 16 } ] }, "paragraphs": { "count": 6, "lengths": [ 7, 73, 93, 107, 87, 118 ], "mean": 80.83, "sd": 35.97, "cv": 0.45, "median": 90, "iqr": 20, "median_absolute_deviation": 17, "adjacent_difference": 20, "normalized_adjacent_difference": 0.25, "status": "measured", "units": [ { "start": 0, "end": 41, "words": 7, "sentence_count": 1 }, { "start": 43, "end": 548, "words": 73, "sentence_count": 6 }, { "start": 550, "end": 1111, "words": 93, "sentence_count": 9 }, { "start": 1113, "end": 1744, "words": 107, "sentence_count": 8 }, { "start": 1746, "end": 2360, "words": 87, "sentence_count": 8 }, { "start": 2362, "end": 3088, "words": 118, "sentence_count": 9 } ], "sentence_counts": [ 1, 6, 9, 8, 8, 9 ], "dominant_sentence_count_share": 0.33 }, "vocabulary": { "words": 485, "mattr_window": 50, "mattr": 0.87, "contractions_per_100_words": 2.06 }, "thresholds": { "minimum_sentences": 10, "minimum_paragraphs": 5, "uniform_cv": 0.12, "sentence_run_words_tolerance": 2, "minimum_sentence_run": 4 }, "note": "Experimental style diagnostics, not authorship probabilities. Thresholds are provisional. Higher variation is not inherently better; headings, lists, code, tables and block quotes are excluded from Markdown prose." }, "voice_baseline": { "status": "no_samples", "genre": null, "sample_genre": null, "samples": 0, "sample_sentences": 0, "genre_match": null, "sentence_cv": { "current": 0.42, "sample_range": null }, "paragraph_cv": { "current": 0.45, "sample_range": null }, "contractions_per_100_words": { "current": 2.06, "sample_range": null }, "note": "Descriptive sample ranges, not confidence intervals, ideal targets or a voice-match score. Only approved prose samples are used, never instruction documents. Unknown genre matching is not assumed." }, "statistics": { "words": 485, "characters": 3089, "utf16_length": 3089, "sentences": 41, "syllables": 833, "average_sentence_words": 11.83, "sentence_length_sd": 5, "lexical_diversity": 0.59, "readability": { "status": "estimated", "metric": "flesch_kincaid_grade", "grade": 9.29, "reading_ease": 49.53 }, "writing_complexity": "moderate", "punctuation": { "counts": { "'": 13, ",": 23, ".": 40, "-": 3, ":": 1, "\"": 2 }, "delimiter_balance": { "score": 100, "matched_pairs": 1, "unmatched_count": 0, "rubric": "Percentage of checked delimiter characters with a matching pair. Checks parentheses, brackets, braces, double quotes, curly double quotes, and guillemets; inches and intentional fragments can be false positives." }, "per_100_words": 16.91 } }, "reading_target": null, "writing_level": { "complexity": "moderate", "target": null, "target_status": "not_requested", "measures_author_ability": false }, "rubric": "Mechanics only: mean component score. Each component is max(0,100 - findings*100/max(20,words)). Readability is reported separately." }, "explain": { "findings": [ { "id": "style.phrase.2:2:9", "rule_id": "style.phrase.2", "category": "style", "severity": "suggestion", "start": 2, "end": 9, "text": "pivotal", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true }, { "id": "style.phrase.6:550:563", "rule_id": "style.phrase.6", "category": "style", "severity": "suggestion", "start": 550, "end": 563, "text": "Let's dive in", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true }, { "id": "style.importance_label:1113", "rule_id": "style.importance_label", "category": "style", "severity": "suggestion", "start": 1113, "end": 1129, "text": "Why this matters", "message": "Explain the consequence directly instead of announcing importance.", "method": "rule", "contextual": true }, { "id": "style.phrase.5:1583:1600", "rule_id": "style.phrase.5", "category": "style", "severity": "suggestion", "start": 1583, "end": 1600, "text": "It's worth noting", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true }, { "id": "style.empty_connector:1743", "rule_id": "style.empty_connector", "category": "style", "severity": "suggestion", "start": 1743, "end": 1757, "text": ".\n\nFurthermore", "message": "Check whether this connector adds information.", "method": "rule", "contextual": true }, { "id": "style.phrase.7:2884:2898", "rule_id": "style.phrase.7", "category": "style", "severity": "suggestion", "start": 2884, "end": 2898, "text": "a testament to", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true } ], "contextual_rules": [], "instructions_require_contextual_review": false, "protected_spans": [ { "start": 576, "end": 578, "reason": "number" }, { "start": 595, "end": 597, "reason": "number" }, { "start": 2509, "end": 2554, "reason": "quote" } ] }, "inspect": { "status": "no_patterns_found", "findings": [], "complete_detection": false, "note": "Pattern matches are signals, including quoted examples. No matches does not establish safety." } }, "after": { "score": { "style_score": 3, "rewrite_gate": { "enabled": false, "threshold": 20, "minimum_words": 50, "passed": true, "reason": "disabled", "method": "style_heuristic", "authorship_verified": false }, "direction": "higher_means_more_flagged_patterns", "authorship_probability": null, "evidence": "sufficient_for_heuristics", "profile_compliance": null, "formula": "min(100, severity_weighted_findings * 250 / max(50, prose_words)); suggestion=1, warning=2, error=3", "rule_version": "2026-09-24.1" }, "quality": { "grammar": { "findings": 0, "score": 100 }, "spelling": { "findings": 0, "score": 100 }, "punctuation": { "findings": 0, "score": 100, "counts": { "'": 13, ",": 23, ".": 40, "-": 3, ":": 1, "\"": 2 }, "delimiter_balance": { "score": 100, "matched_pairs": 1, "unmatched_count": 0, "rubric": "Percentage of checked delimiter characters with a matching pair. Checks parentheses, brackets, braces, double quotes, curly double quotes, and guillemets; inches and intentional fragments can be false positives." }, "per_100_words": 16.91, "balance": "No universal ideal ratio; assess against your profile." }, "overall_score": 100, "rhythm": { "version": "2026-09-24.1", "method": "deterministic", "scored": false, "sentences": { "count": 41, "lengths": [ 7, 15, 21, 5, 4, 17, 11, 3, 18, 13, 10, 9, 12, 7, 5, 16, 17, 18, 14, 10, 11, 9, 12, 16, 16, 7, 9, 15, 9, 20, 8, 3, 19, 15, 8, 10, 16, 8, 6, 20, 16 ], "mean": 11.83, "sd": 5, "cv": 0.42, "median": 11, "iqr": 8, "median_absolute_deviation": 4, "adjacent_difference": 5, "normalized_adjacent_difference": 0.42, "status": "measured", "units": [ { "start": 0, "end": 41, "words": 7 }, { "start": 43, "end": 159, "words": 15 }, { "start": 160, "end": 291, "words": 21 }, { "start": 292, "end": 317, "words": 5 }, { "start": 318, "end": 340, "words": 4 }, { "start": 341, "end": 481, "words": 17 }, { "start": 482, "end": 548, "words": 11 }, { "start": 550, "end": 564, "words": 3 }, { "start": 565, "end": 659, "words": 18 }, { "start": 660, "end": 739, "words": 13 }, { "start": 740, "end": 807, "words": 10 }, { "start": 808, "end": 858, "words": 9 }, { "start": 859, "end": 932, "words": 12 }, { "start": 933, "end": 973, "words": 7 }, { "start": 974, "end": 1010, "words": 5 }, { "start": 1011, "end": 1111, "words": 16 }, { "start": 1113, "end": 1216, "words": 17 }, { "start": 1217, "end": 1319, "words": 18 }, { "start": 1320, "end": 1406, "words": 14 }, { "start": 1407, "end": 1460, "words": 10 }, { "start": 1461, "end": 1528, "words": 11 }, { "start": 1529, "end": 1582, "words": 9 }, { "start": 1583, "end": 1649, "words": 12 }, { "start": 1650, "end": 1744, "words": 16 }, { "start": 1746, "end": 1853, "words": 16 }, { "start": 1854, "end": 1900, "words": 7 }, { "start": 1901, "end": 1981, "words": 9 }, { "start": 1982, "end": 2081, "words": 15 }, { "start": 2082, "end": 2135, "words": 9 }, { "start": 2136, "end": 2297, "words": 20 }, { "start": 2298, "end": 2341, "words": 8 }, { "start": 2342, "end": 2360, "words": 3 }, { "start": 2362, "end": 2484, "words": 19 }, { "start": 2485, "end": 2574, "words": 15 }, { "start": 2575, "end": 2630, "words": 8 }, { "start": 2631, "end": 2694, "words": 10 }, { "start": 2695, "end": 2798, "words": 16 }, { "start": 2799, "end": 2845, "words": 8 }, { "start": 2846, "end": 2878, "words": 6 }, { "start": 2879, "end": 2997, "words": 20 }, { "start": 2998, "end": 3088, "words": 16 } ] }, "paragraphs": { "count": 6, "lengths": [ 7, 73, 93, 107, 87, 118 ], "mean": 80.83, "sd": 35.97, "cv": 0.45, "median": 90, "iqr": 20, "median_absolute_deviation": 17, "adjacent_difference": 20, "normalized_adjacent_difference": 0.25, "status": "measured", "units": [ { "start": 0, "end": 41, "words": 7, "sentence_count": 1 }, { "start": 43, "end": 548, "words": 73, "sentence_count": 6 }, { "start": 550, "end": 1111, "words": 93, "sentence_count": 9 }, { "start": 1113, "end": 1744, "words": 107, "sentence_count": 8 }, { "start": 1746, "end": 2360, "words": 87, "sentence_count": 8 }, { "start": 2362, "end": 3088, "words": 118, "sentence_count": 9 } ], "sentence_counts": [ 1, 6, 9, 8, 8, 9 ], "dominant_sentence_count_share": 0.33 }, "vocabulary": { "words": 485, "mattr_window": 50, "mattr": 0.87, "contractions_per_100_words": 2.06 }, "thresholds": { "minimum_sentences": 10, "minimum_paragraphs": 5, "uniform_cv": 0.12, "sentence_run_words_tolerance": 2, "minimum_sentence_run": 4 }, "note": "Experimental style diagnostics, not authorship probabilities. 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Keep it if its literal meaning is needed.", "method": "rule", "contextual": true }, { "id": "style.phrase.6:550:563", "rule_id": "style.phrase.6", "category": "style", "severity": "suggestion", "start": 550, "end": 563, "text": "Let's dive in", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true }, { "id": "style.importance_label:1113", "rule_id": "style.importance_label", "category": "style", "severity": "suggestion", "start": 1113, "end": 1129, "text": "Why this matters", "message": "Explain the consequence directly instead of announcing importance.", "method": "rule", "contextual": true }, { "id": "style.phrase.5:1583:1600", "rule_id": "style.phrase.5", "category": "style", "severity": "suggestion", "start": 1583, "end": 1600, "text": "It's worth noting", "message": "Review this familiar or inflated phrase. 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This run does not demonstrate an improvement." }, { "level": "high", "recorded_at": "2026-09-25T17:28:15.088Z", "request_id": "3261bf06-d485-4ad3-8d6d-4263938d1d8d", "http_status": 200, "customer_charge_micro_usd": 131012, "measured_usage_price_micro_usd": 131012, "request": { "text": "A pivotal new chapter in customer support\n\nIn today's rapidly evolving digital landscape, delivering seamless customer experiences is more important than ever. We are thrilled to unveil a groundbreaking initiative that will empower our customers to unlock the full potential of self-service. This isn't just a portal. It's a paradigm shift. At its core, this transformative journey is about fostering meaningful connections, streamlining workflows, and elevating every interaction. Together, we are reimagining what's possible, one click at a time.\n\nLet's dive in. On October 12, we will invite 24 existing customers to try a new support portal for two weeks. 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Checks parentheses, brackets, braces, double quotes, curly double quotes, and guillemets; inches and intentional fragments can be false positives." }, "per_100_words": 16.53 } }, "rhythm": { "before": { "version": "2026-09-24.1", "method": "deterministic", "scored": false, "sentences": { "count": 41, "lengths": [ 7, 15, 21, 5, 4, 17, 11, 3, 18, 13, 10, 9, 12, 7, 5, 16, 17, 18, 14, 10, 11, 9, 12, 16, 16, 7, 9, 15, 9, 20, 8, 3, 19, 15, 8, 10, 16, 8, 6, 20, 16 ], "mean": 11.83, "sd": 5, "cv": 0.42, "median": 11, "iqr": 8, "median_absolute_deviation": 4, "adjacent_difference": 5, "normalized_adjacent_difference": 0.42, "status": "measured", "units": [ { "start": 0, "end": 41, "words": 7 }, { "start": 43, "end": 159, "words": 15 }, { "start": 160, "end": 291, "words": 21 }, { "start": 292, "end": 317, "words": 5 }, { "start": 318, "end": 340, "words": 4 }, { "start": 341, "end": 481, "words": 17 }, { "start": 482, "end": 548, "words": 11 }, { "start": 550, "end": 564, "words": 3 }, { "start": 565, "end": 659, "words": 18 }, { "start": 660, "end": 739, "words": 13 }, { "start": 740, "end": 807, "words": 10 }, { "start": 808, "end": 858, "words": 9 }, { "start": 859, "end": 932, "words": 12 }, { "start": 933, "end": 973, "words": 7 }, { "start": 974, "end": 1010, "words": 5 }, { "start": 1011, "end": 1111, "words": 16 }, { "start": 1113, "end": 1216, "words": 17 }, { "start": 1217, "end": 1319, "words": 18 }, { "start": 1320, "end": 1406, "words": 14 }, { "start": 1407, "end": 1460, "words": 10 }, { "start": 1461, "end": 1528, "words": 11 }, { "start": 1529, "end": 1582, "words": 9 }, { "start": 1583, "end": 1649, "words": 12 }, { "start": 1650, "end": 1744, "words": 16 }, { "start": 1746, "end": 1853, "words": 16 }, { "start": 1854, "end": 1900, "words": 7 }, { "start": 1901, "end": 1981, "words": 9 }, { "start": 1982, "end": 2081, "words": 15 }, { "start": 2082, "end": 2135, "words": 9 }, { "start": 2136, "end": 2297, "words": 20 }, { "start": 2298, "end": 2341, "words": 8 }, { "start": 2342, "end": 2360, "words": 3 }, { "start": 2362, "end": 2484, "words": 19 }, { "start": 2485, "end": 2574, "words": 15 }, { "start": 2575, "end": 2630, "words": 8 }, { "start": 2631, "end": 2694, "words": 10 }, { "start": 2695, "end": 2798, "words": 16 }, { "start": 2799, "end": 2845, "words": 8 }, { "start": 2846, "end": 2878, "words": 6 }, { "start": 2879, "end": 2997, "words": 20 }, { "start": 2998, "end": 3088, "words": 16 } ] }, "paragraphs": { "count": 6, "lengths": [ 7, 73, 93, 107, 87, 118 ], "mean": 80.83, "sd": 35.97, "cv": 0.45, "median": 90, "iqr": 20, "median_absolute_deviation": 17, "adjacent_difference": 20, "normalized_adjacent_difference": 0.25, "status": "measured", "units": [ { "start": 0, "end": 41, "words": 7, "sentence_count": 1 }, { "start": 43, "end": 548, "words": 73, "sentence_count": 6 }, { "start": 550, "end": 1111, "words": 93, "sentence_count": 9 }, { "start": 1113, "end": 1744, "words": 107, "sentence_count": 8 }, { "start": 1746, "end": 2360, "words": 87, "sentence_count": 8 }, { "start": 2362, "end": 3088, "words": 118, "sentence_count": 9 } ], "sentence_counts": [ 1, 6, 9, 8, 8, 9 ], "dominant_sentence_count_share": 0.33 }, "vocabulary": { "words": 485, "mattr_window": 50, "mattr": 0.87, "contractions_per_100_words": 2.06 }, "thresholds": { "minimum_sentences": 10, "minimum_paragraphs": 5, "uniform_cv": 0.12, "sentence_run_words_tolerance": 2, "minimum_sentence_run": 4 }, "note": "Experimental style diagnostics, not authorship probabilities. Thresholds are provisional. Higher variation is not inherently better; headings, lists, code, tables and block quotes are excluded from Markdown prose." }, "after": { "version": "2026-09-24.1", "method": "deterministic", "scored": false, "sentences": { "count": 41, "lengths": [ 6, 15, 21, 5, 4, 17, 11, 4, 18, 13, 10, 9, 12, 7, 5, 16, 14, 18, 14, 10, 11, 9, 8, 16, 16, 7, 9, 15, 9, 20, 8, 3, 19, 15, 8, 10, 16, 8, 6, 20, 16 ], "mean": 11.66, "sd": 4.96, "cv": 0.43, "median": 11, "iqr": 8, "median_absolute_deviation": 4, "adjacent_difference": 5, "normalized_adjacent_difference": 0.43, "status": "measured", "units": [ { "start": 0, "end": 33, "words": 6 }, { "start": 35, "end": 151, "words": 15 }, { "start": 152, "end": 283, "words": 21 }, { "start": 284, "end": 309, "words": 5 }, { "start": 310, "end": 332, "words": 4 }, { "start": 333, "end": 473, "words": 17 }, { "start": 474, "end": 540, "words": 11 }, { "start": 542, "end": 563, "words": 4 }, { "start": 564, "end": 658, "words": 18 }, { "start": 659, "end": 738, "words": 13 }, { "start": 739, "end": 806, "words": 10 }, { "start": 807, "end": 857, "words": 9 }, { "start": 858, "end": 931, "words": 12 }, { "start": 932, "end": 972, "words": 7 }, { "start": 973, "end": 1009, "words": 5 }, { "start": 1010, "end": 1110, "words": 16 }, { "start": 1112, "end": 1197, "words": 14 }, { "start": 1198, "end": 1300, "words": 18 }, { "start": 1301, "end": 1387, "words": 14 }, { "start": 1388, "end": 1441, "words": 10 }, { "start": 1442, "end": 1509, "words": 11 }, { "start": 1510, "end": 1563, "words": 9 }, { "start": 1564, "end": 1607, "words": 8 }, { "start": 1608, "end": 1702, "words": 16 }, { "start": 1704, "end": 1811, "words": 16 }, { "start": 1812, "end": 1858, "words": 7 }, { "start": 1859, "end": 1939, "words": 9 }, { "start": 1940, "end": 2039, "words": 15 }, { "start": 2040, "end": 2093, "words": 9 }, { "start": 2094, "end": 2255, "words": 20 }, { "start": 2256, "end": 2299, "words": 8 }, { "start": 2300, "end": 2318, "words": 3 }, { "start": 2320, "end": 2442, "words": 19 }, { "start": 2443, "end": 2532, "words": 15 }, { "start": 2533, "end": 2588, "words": 8 }, { "start": 2589, "end": 2652, "words": 10 }, { "start": 2653, "end": 2756, "words": 16 }, { "start": 2757, "end": 2803, "words": 8 }, { "start": 2804, "end": 2836, "words": 6 }, { "start": 2837, "end": 2955, "words": 20 }, { "start": 2956, "end": 3046, "words": 16 } ] }, "paragraphs": { "count": 6, "lengths": [ 6, 73, 94, 100, 87, 118 ], "mean": 79.67, "sd": 35.62, "cv": 0.45, "median": 90.5, "iqr": 21, "median_absolute_deviation": 13.5, "adjacent_difference": 21, "normalized_adjacent_difference": 0.26, "status": "measured", "units": [ { "start": 0, "end": 33, "words": 6, "sentence_count": 1 }, { "start": 35, "end": 540, "words": 73, "sentence_count": 6 }, { "start": 542, "end": 1110, "words": 94, "sentence_count": 9 }, { "start": 1112, "end": 1702, "words": 100, "sentence_count": 8 }, { "start": 1704, "end": 2318, "words": 87, "sentence_count": 8 }, { "start": 2320, "end": 3046, "words": 118, "sentence_count": 9 } ], "sentence_counts": [ 1, 6, 9, 8, 8, 9 ], "dominant_sentence_count_share": 0.33 }, "vocabulary": { "words": 478, "mattr_window": 50, "mattr": 0.87, "contractions_per_100_words": 1.88 }, "thresholds": { "minimum_sentences": 10, "minimum_paragraphs": 5, "uniform_cv": 0.12, "sentence_run_words_tolerance": 2, "minimum_sentence_run": 4 }, "note": "Experimental style diagnostics, not authorship probabilities. Thresholds are provisional. Higher variation is not inherently better; headings, lists, code, tables and block quotes are excluded from Markdown prose." } }, "readability_shift": -0.02, "metric": "prose-token-additions-plus-deletions/v1", "offset_encoding": "utf-16" }, "meaning_preservation": { "status": "unverified", "note": "Mechanical checks cannot establish unchanged meaning, facts, or qualifications." } }, "micro_editing": { "strategy": "original_span_patches", "limits": { "max_calls": 4, "max_span_words": 8, "max_span_chars": 60 }, "call_budget": 4, "generation_calls": 4, "review_calls": 1, "spans_planned": 79, "spans_reviewed": 4, "spans_remaining": 75, "completion": "call_limit", "original_context_only": true, "patches": [ { "start": 2, "end": 10, "replacement": "", "original": "pivotal ", "call": 1 }, { "start": 550, "end": 564, "replacement": "Here are the details.", "original": "Let's dive in.", "call": 2 }, { "start": 1113, "end": 1133, "replacement": "In", "original": "Why this matters: in", "call": 3 }, { "start": 1583, "end": 1614, "replacement": "The goal", "original": "It's worth noting that the goal", "call": 4 } ] }, "finding_changes": { "before": 6, "after": 2, "by_rule": [ { "rule_id": "style.phrase.2", "before": 1, "after": 0, "change": -1 }, { "rule_id": "style.phrase.6", "before": 1, "after": 0, "change": -1 }, { "rule_id": "style.importance_label", "before": 1, "after": 0, "change": -1 }, { "rule_id": "style.phrase.5", "before": 1, "after": 0, "change": -1 }, { "rule_id": "style.empty_connector", "before": 1, "after": 1, "change": 0 }, { "rule_id": "style.phrase.7", "before": 1, "after": 1, "change": 0 } ], "note": "Raw finding counts, not proof of improved quality or unchanged meaning. Negative changes mean fewer matches for that rule. Contextual findings can be intentional." }, "semantic_review": { "status": "model_assessed", "model_level": "high", "meaning_changed": false, "unsupported_claim_added": false, "qualifications_lost": false, "voice_match": "partial", "concerns": [ { "original_excerpt": "We are thrilled to unveil a groundbreaking initiative that will empower our customers to unlock the full potential of self-service.", "revised_excerpt": "We are thrilled to unveil a groundbreaking initiative that will empower our customers to unlock the full potential of self-service.", "explanation": "The revision removes a few filler transitions but leaves much of the inflated phrasing intact, so it only partly follows the guidance to use direct language." } ], "usage": { "input_tokens": 1462, "output_tokens": 277 }, "guaranteed": false }, "edits": [ { "start": 2, "end": 10, "replacement": "", "original": "pivotal ", "original_chars": 8, "replacement_chars": 0 }, { "start": 550, "end": 551, "replacement": "H", "original": "L", "original_chars": 1, "replacement_chars": 1 }, { "start": 552, "end": 552, "replacement": "re are ", "original": "", "original_chars": 0, "replacement_chars": 7 }, { "start": 553, "end": 555, "replacement": "he", "original": "'s", "original_chars": 2, "replacement_chars": 2 }, { "start": 557, "end": 559, "replacement": "", "original": "iv", "original_chars": 2, "replacement_chars": 0 }, { "start": 560, "end": 561, "replacement": "ta", "original": " ", "original_chars": 1, "replacement_chars": 2 }, { "start": 562, "end": 563, "replacement": "ls", "original": "n", "original_chars": 1, "replacement_chars": 2 }, { "start": 1113, "end": 1132, "replacement": "I", "original": "Why this matters: i", "original_chars": 19, "replacement_chars": 1 }, { "start": 1583, "end": 1592, "replacement": "T", "original": "It's wort", "original_chars": 9, "replacement_chars": 1 }, { "start": 1593, "end": 1608, "replacement": "", "original": " noting that th", "original_chars": 15, "replacement_chars": 0 } ], "before": { "score": { "style_score": 3, "rewrite_gate": { "enabled": false, "threshold": 20, "minimum_words": 50, "passed": true, "reason": "disabled", "method": "style_heuristic", "authorship_verified": false }, "direction": "higher_means_more_flagged_patterns", "authorship_probability": null, "evidence": "sufficient_for_heuristics", "profile_compliance": null, "formula": "min(100, severity_weighted_findings * 250 / max(50, prose_words)); suggestion=1, warning=2, error=3", "rule_version": "2026-09-24.1" }, "quality": { "grammar": { "findings": 0, "score": 100 }, "spelling": { "findings": 0, "score": 100 }, "punctuation": { "findings": 0, "score": 100, "counts": { "'": 13, ",": 23, ".": 40, "-": 3, ":": 1, "\"": 2 }, "delimiter_balance": { "score": 100, "matched_pairs": 1, "unmatched_count": 0, "rubric": "Percentage of checked delimiter characters with a matching pair. Checks parentheses, brackets, braces, double quotes, curly double quotes, and guillemets; inches and intentional fragments can be false positives." }, "per_100_words": 16.91, "balance": "No universal ideal ratio; assess against your profile." }, "overall_score": 100, "rhythm": { "version": "2026-09-24.1", "method": "deterministic", "scored": false, "sentences": { "count": 41, "lengths": [ 7, 15, 21, 5, 4, 17, 11, 3, 18, 13, 10, 9, 12, 7, 5, 16, 17, 18, 14, 10, 11, 9, 12, 16, 16, 7, 9, 15, 9, 20, 8, 3, 19, 15, 8, 10, 16, 8, 6, 20, 16 ], "mean": 11.83, "sd": 5, "cv": 0.42, "median": 11, "iqr": 8, "median_absolute_deviation": 4, "adjacent_difference": 5, "normalized_adjacent_difference": 0.42, "status": "measured", "units": [ { "start": 0, "end": 41, "words": 7 }, { "start": 43, "end": 159, "words": 15 }, { "start": 160, "end": 291, "words": 21 }, { "start": 292, "end": 317, "words": 5 }, { "start": 318, "end": 340, "words": 4 }, { "start": 341, "end": 481, "words": 17 }, { "start": 482, "end": 548, "words": 11 }, { "start": 550, "end": 564, "words": 3 }, { "start": 565, "end": 659, "words": 18 }, { "start": 660, "end": 739, "words": 13 }, { "start": 740, "end": 807, "words": 10 }, { "start": 808, "end": 858, "words": 9 }, { "start": 859, "end": 932, "words": 12 }, { "start": 933, "end": 973, "words": 7 }, { "start": 974, "end": 1010, "words": 5 }, { "start": 1011, "end": 1111, "words": 16 }, { "start": 1113, "end": 1216, "words": 17 }, { "start": 1217, "end": 1319, "words": 18 }, { "start": 1320, "end": 1406, "words": 14 }, { "start": 1407, "end": 1460, "words": 10 }, { "start": 1461, "end": 1528, "words": 11 }, { "start": 1529, "end": 1582, "words": 9 }, { "start": 1583, "end": 1649, "words": 12 }, { "start": 1650, "end": 1744, "words": 16 }, { "start": 1746, "end": 1853, "words": 16 }, { "start": 1854, "end": 1900, "words": 7 }, { "start": 1901, "end": 1981, "words": 9 }, { "start": 1982, "end": 2081, "words": 15 }, { "start": 2082, "end": 2135, "words": 9 }, { "start": 2136, "end": 2297, "words": 20 }, { "start": 2298, "end": 2341, "words": 8 }, { "start": 2342, "end": 2360, "words": 3 }, { "start": 2362, "end": 2484, "words": 19 }, { "start": 2485, "end": 2574, "words": 15 }, { "start": 2575, "end": 2630, "words": 8 }, { "start": 2631, "end": 2694, "words": 10 }, { "start": 2695, "end": 2798, "words": 16 }, { "start": 2799, "end": 2845, "words": 8 }, { "start": 2846, "end": 2878, "words": 6 }, { "start": 2879, "end": 2997, "words": 20 }, { "start": 2998, "end": 3088, "words": 16 } ] }, "paragraphs": { "count": 6, "lengths": [ 7, 73, 93, 107, 87, 118 ], "mean": 80.83, "sd": 35.97, "cv": 0.45, "median": 90, "iqr": 20, "median_absolute_deviation": 17, "adjacent_difference": 20, "normalized_adjacent_difference": 0.25, "status": "measured", "units": [ { "start": 0, "end": 41, "words": 7, "sentence_count": 1 }, { "start": 43, "end": 548, "words": 73, "sentence_count": 6 }, { "start": 550, "end": 1111, "words": 93, "sentence_count": 9 }, { "start": 1113, "end": 1744, "words": 107, "sentence_count": 8 }, { "start": 1746, "end": 2360, "words": 87, "sentence_count": 8 }, { "start": 2362, "end": 3088, "words": 118, "sentence_count": 9 } ], "sentence_counts": [ 1, 6, 9, 8, 8, 9 ], "dominant_sentence_count_share": 0.33 }, "vocabulary": { "words": 485, "mattr_window": 50, "mattr": 0.87, "contractions_per_100_words": 2.06 }, "thresholds": { "minimum_sentences": 10, "minimum_paragraphs": 5, "uniform_cv": 0.12, "sentence_run_words_tolerance": 2, "minimum_sentence_run": 4 }, "note": "Experimental style diagnostics, not authorship probabilities. Thresholds are provisional. Higher variation is not inherently better; headings, lists, code, tables and block quotes are excluded from Markdown prose." }, "voice_baseline": { "status": "no_samples", "genre": null, "sample_genre": null, "samples": 0, "sample_sentences": 0, "genre_match": null, "sentence_cv": { "current": 0.42, "sample_range": null }, "paragraph_cv": { "current": 0.45, "sample_range": null }, "contractions_per_100_words": { "current": 2.06, "sample_range": null }, "note": "Descriptive sample ranges, not confidence intervals, ideal targets or a voice-match score. Only approved prose samples are used, never instruction documents. Unknown genre matching is not assumed." }, "statistics": { "words": 485, "characters": 3089, "utf16_length": 3089, "sentences": 41, "syllables": 833, "average_sentence_words": 11.83, "sentence_length_sd": 5, "lexical_diversity": 0.59, "readability": { "status": "estimated", "metric": "flesch_kincaid_grade", "grade": 9.29, "reading_ease": 49.53 }, "writing_complexity": "moderate", "punctuation": { "counts": { "'": 13, ",": 23, ".": 40, "-": 3, ":": 1, "\"": 2 }, "delimiter_balance": { "score": 100, "matched_pairs": 1, "unmatched_count": 0, "rubric": "Percentage of checked delimiter characters with a matching pair. Checks parentheses, brackets, braces, double quotes, curly double quotes, and guillemets; inches and intentional fragments can be false positives." }, "per_100_words": 16.91 } }, "reading_target": null, "writing_level": { "complexity": "moderate", "target": null, "target_status": "not_requested", "measures_author_ability": false }, "rubric": "Mechanics only: mean component score. Each component is max(0,100 - findings*100/max(20,words)). Readability is reported separately." }, "explain": { "findings": [ { "id": "style.phrase.2:2:9", "rule_id": "style.phrase.2", "category": "style", "severity": "suggestion", "start": 2, "end": 9, "text": "pivotal", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true }, { "id": "style.phrase.6:550:563", "rule_id": "style.phrase.6", "category": "style", "severity": "suggestion", "start": 550, "end": 563, "text": "Let's dive in", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true }, { "id": "style.importance_label:1113", "rule_id": "style.importance_label", "category": "style", "severity": "suggestion", "start": 1113, "end": 1129, "text": "Why this matters", "message": "Explain the consequence directly instead of announcing importance.", "method": "rule", "contextual": true }, { "id": "style.phrase.5:1583:1600", "rule_id": "style.phrase.5", "category": "style", "severity": "suggestion", "start": 1583, "end": 1600, "text": "It's worth noting", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true }, { "id": "style.empty_connector:1743", "rule_id": "style.empty_connector", "category": "style", "severity": "suggestion", "start": 1743, "end": 1757, "text": ".\n\nFurthermore", "message": "Check whether this connector adds information.", "method": "rule", "contextual": true }, { "id": "style.phrase.7:2884:2898", "rule_id": "style.phrase.7", "category": "style", "severity": "suggestion", "start": 2884, "end": 2898, "text": "a testament to", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true } ], "contextual_rules": [], "instructions_require_contextual_review": false, "protected_spans": [ { "start": 576, "end": 578, "reason": "number" }, { "start": 595, "end": 597, "reason": "number" }, { "start": 2509, "end": 2554, "reason": "quote" } ] }, "inspect": { "status": "no_patterns_found", "findings": [], "complete_detection": false, "note": "Pattern matches are signals, including quoted examples. No matches does not establish safety." } }, "after": { "score": { "style_score": 1, "rewrite_gate": { "enabled": false, "threshold": 20, "minimum_words": 50, "passed": true, "reason": "disabled", "method": "style_heuristic", "authorship_verified": false }, "direction": "higher_means_more_flagged_patterns", "authorship_probability": null, "evidence": "sufficient_for_heuristics", "profile_compliance": null, "formula": "min(100, severity_weighted_findings * 250 / max(50, prose_words)); suggestion=1, warning=2, error=3", "rule_version": "2026-09-24.1" }, "quality": { "grammar": { "findings": 0, "score": 100 }, "spelling": { "findings": 0, "score": 100 }, "punctuation": { "findings": 0, "score": 100, "counts": { "'": 11, ",": 23, ".": 40, "-": 3, "\"": 2 }, "delimiter_balance": { "score": 100, "matched_pairs": 1, "unmatched_count": 0, "rubric": "Percentage of checked delimiter characters with a matching pair. 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Each component is max(0,100 - findings*100/max(20,words)). Readability is reported separately." }, "explain": { "findings": [ { "id": "style.empty_connector:1701", "rule_id": "style.empty_connector", "category": "style", "severity": "suggestion", "start": 1701, "end": 1715, "text": ".\n\nFurthermore", "message": "Check whether this connector adds information.", "method": "rule", "contextual": true }, { "id": "style.phrase.7:2842:2856", "rule_id": "style.phrase.7", "category": "style", "severity": "suggestion", "start": 2842, "end": 2856, "text": "a testament to", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true } ], "contextual_rules": [], "instructions_require_contextual_review": false, "protected_spans": [ { "start": 575, "end": 577, "reason": "number" }, { "start": 594, "end": 596, "reason": "number" }, { "start": 2467, "end": 2512, "reason": "quote" } ] }, "inspect": { "status": "no_patterns_found", "findings": [], "complete_detection": false, "note": "Pattern matches are signals, including quoted examples. No matches does not establish safety." } }, "provenance": { "ai_used": true, "output_accepted": true, "watermark_checked": false, "note": "Small edits and provider diversity do not establish watermark removal or undetectability." } }, "assessment": "Four small changes preserve the facts, caveats and quotation. The cleanup is very similar to Low at a higher price; most of the inflated language remains. The first request failed with a server error. This is the single retry." }, { "level": "max", "recorded_at": "2026-09-25T17:27:09.699Z", "request_id": "2a77881a-0cd6-4e0e-b725-113de0672ba7", "http_status": 200, "customer_charge_micro_usd": 398993, "measured_usage_price_micro_usd": 398993, "request": { "text": "A pivotal new chapter in customer support\n\nIn today's rapidly evolving digital landscape, delivering seamless customer experiences is more important than ever. We are thrilled to unveil a groundbreaking initiative that will empower our customers to unlock the full potential of self-service. This isn't just a portal. It's a paradigm shift. At its core, this transformative journey is about fostering meaningful connections, streamlining workflows, and elevating every interaction. Together, we are reimagining what's possible, one click at a time.\n\nLet's dive in. On October 12, we will invite 24 existing customers to try a new support portal for two weeks. The pilot lets them download invoices and check the status of support requests. It does not support refunds, password changes, or adding teammates. Those tasks will stay on the current account page. Participation is optional, and customers can leave the pilot at any time. The wider release has no confirmed date. These details aren't just logistics. They're the foundation of a truly customer-centric ecosystem designed to meet people where they are.\n\nWhy this matters: in a world where expectations never stop rising, clarity is the cornerstone of trust. The portal could reduce routine questions, but we do not yet know whether it will save customers time. We will measure task completion, time spent finding an invoice, and requests for help. A lower ticket count alone will not count as success. People may stop asking because they cannot find the contact button. That would be a problem, not evidence of improvement. It's worth noting that the goal is not to eliminate human support. 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Checks parentheses, brackets, braces, double quotes, curly double quotes, and guillemets; inches and intentional fragments can be false positives." }, "per_100_words": 16.63 } }, "rhythm": { "before": { "version": "2026-09-24.1", "method": "deterministic", "scored": false, "sentences": { "count": 41, "lengths": [ 7, 15, 21, 5, 4, 17, 11, 3, 18, 13, 10, 9, 12, 7, 5, 16, 17, 18, 14, 10, 11, 9, 12, 16, 16, 7, 9, 15, 9, 20, 8, 3, 19, 15, 8, 10, 16, 8, 6, 20, 16 ], "mean": 11.83, "sd": 5, "cv": 0.42, "median": 11, "iqr": 8, "median_absolute_deviation": 4, "adjacent_difference": 5, "normalized_adjacent_difference": 0.42, "status": "measured", "units": [ { "start": 0, "end": 41, "words": 7 }, { "start": 43, "end": 159, "words": 15 }, { "start": 160, "end": 291, "words": 21 }, { "start": 292, "end": 317, "words": 5 }, { "start": 318, "end": 340, "words": 4 }, { "start": 341, "end": 481, "words": 17 }, { "start": 482, "end": 548, "words": 11 }, { "start": 550, "end": 564, "words": 3 }, { "start": 565, "end": 659, "words": 18 }, { "start": 660, "end": 739, "words": 13 }, { "start": 740, "end": 807, "words": 10 }, { "start": 808, "end": 858, "words": 9 }, { "start": 859, "end": 932, "words": 12 }, { "start": 933, "end": 973, "words": 7 }, { "start": 974, "end": 1010, "words": 5 }, { "start": 1011, "end": 1111, "words": 16 }, { "start": 1113, "end": 1216, "words": 17 }, { "start": 1217, "end": 1319, "words": 18 }, { "start": 1320, "end": 1406, "words": 14 }, { "start": 1407, "end": 1460, "words": 10 }, { "start": 1461, "end": 1528, "words": 11 }, { "start": 1529, "end": 1582, "words": 9 }, { "start": 1583, "end": 1649, "words": 12 }, { "start": 1650, "end": 1744, "words": 16 }, { "start": 1746, "end": 1853, "words": 16 }, { "start": 1854, "end": 1900, "words": 7 }, { "start": 1901, "end": 1981, "words": 9 }, { "start": 1982, "end": 2081, "words": 15 }, { "start": 2082, "end": 2135, "words": 9 }, { "start": 2136, "end": 2297, "words": 20 }, { "start": 2298, "end": 2341, "words": 8 }, { "start": 2342, "end": 2360, "words": 3 }, { "start": 2362, "end": 2484, "words": 19 }, { "start": 2485, "end": 2574, "words": 15 }, { "start": 2575, "end": 2630, "words": 8 }, { "start": 2631, "end": 2694, "words": 10 }, { "start": 2695, "end": 2798, "words": 16 }, { "start": 2799, "end": 2845, "words": 8 }, { "start": 2846, "end": 2878, "words": 6 }, { "start": 2879, "end": 2997, "words": 20 }, { "start": 2998, "end": 3088, "words": 16 } ] }, "paragraphs": { "count": 6, "lengths": [ 7, 73, 93, 107, 87, 118 ], "mean": 80.83, "sd": 35.97, "cv": 0.45, "median": 90, "iqr": 20, "median_absolute_deviation": 17, "adjacent_difference": 20, "normalized_adjacent_difference": 0.25, "status": "measured", "units": [ { "start": 0, "end": 41, "words": 7, "sentence_count": 1 }, { "start": 43, "end": 548, "words": 73, "sentence_count": 6 }, { "start": 550, "end": 1111, "words": 93, "sentence_count": 9 }, { "start": 1113, "end": 1744, "words": 107, "sentence_count": 8 }, { "start": 1746, "end": 2360, "words": 87, "sentence_count": 8 }, { "start": 2362, "end": 3088, "words": 118, "sentence_count": 9 } ], "sentence_counts": [ 1, 6, 9, 8, 8, 9 ], "dominant_sentence_count_share": 0.33 }, "vocabulary": { "words": 485, "mattr_window": 50, "mattr": 0.87, "contractions_per_100_words": 2.06 }, "thresholds": { "minimum_sentences": 10, "minimum_paragraphs": 5, "uniform_cv": 0.12, "sentence_run_words_tolerance": 2, "minimum_sentence_run": 4 }, "note": "Experimental style diagnostics, not authorship probabilities. Thresholds are provisional. Higher variation is not inherently better; headings, lists, code, tables and block quotes are excluded from Markdown prose." }, "after": { "version": "2026-09-24.1", "method": "deterministic", "scored": false, "sentences": { "count": 41, "lengths": [ 6, 15, 21, 5, 4, 17, 11, 4, 18, 13, 10, 9, 12, 7, 5, 16, 17, 18, 14, 10, 11, 9, 8, 16, 16, 7, 9, 15, 9, 20, 8, 3, 19, 15, 8, 10, 16, 8, 6, 20, 16 ], "mean": 11.73, "sd": 5.02, "cv": 0.43, "median": 11, "iqr": 8, "median_absolute_deviation": 4, "adjacent_difference": 5, "normalized_adjacent_difference": 0.43, "status": "measured", "units": [ { "start": 0, "end": 37, "words": 6 }, { "start": 39, "end": 155, "words": 15 }, { "start": 156, "end": 287, "words": 21 }, { "start": 288, "end": 313, "words": 5 }, { "start": 314, "end": 336, "words": 4 }, { "start": 337, "end": 477, "words": 17 }, { "start": 478, "end": 544, "words": 11 }, { "start": 546, "end": 567, "words": 4 }, { "start": 568, "end": 662, "words": 18 }, { "start": 663, "end": 742, "words": 13 }, { "start": 743, "end": 810, "words": 10 }, { "start": 811, "end": 861, "words": 9 }, { "start": 862, "end": 935, "words": 12 }, { "start": 936, "end": 976, "words": 7 }, { "start": 977, "end": 1013, "words": 5 }, { "start": 1014, "end": 1114, "words": 16 }, { "start": 1116, "end": 1219, "words": 17 }, { "start": 1220, "end": 1322, "words": 18 }, { "start": 1323, "end": 1409, "words": 14 }, { "start": 1410, "end": 1463, "words": 10 }, { "start": 1464, "end": 1531, "words": 11 }, { "start": 1532, "end": 1585, "words": 9 }, { "start": 1586, "end": 1629, "words": 8 }, { "start": 1630, "end": 1724, "words": 16 }, { "start": 1726, "end": 1833, "words": 16 }, { "start": 1834, "end": 1880, "words": 7 }, { "start": 1881, "end": 1961, "words": 9 }, { "start": 1962, "end": 2061, "words": 15 }, { "start": 2062, "end": 2115, "words": 9 }, { "start": 2116, "end": 2277, "words": 20 }, { "start": 2278, "end": 2321, "words": 8 }, { "start": 2322, "end": 2340, "words": 3 }, { "start": 2342, "end": 2464, "words": 19 }, { "start": 2465, "end": 2554, "words": 15 }, { "start": 2555, "end": 2610, "words": 8 }, { "start": 2611, "end": 2674, "words": 10 }, { "start": 2675, "end": 2778, "words": 16 }, { "start": 2779, "end": 2825, "words": 8 }, { "start": 2826, "end": 2858, "words": 6 }, { "start": 2859, "end": 2977, "words": 20 }, { "start": 2978, "end": 3068, "words": 16 } ] }, "paragraphs": { "count": 6, "lengths": [ 6, 73, 94, 103, 87, 118 ], "mean": 80.17, "sd": 35.92, "cv": 0.45, "median": 90.5, "iqr": 21, "median_absolute_deviation": 15, "adjacent_difference": 21, "normalized_adjacent_difference": 0.26, "status": "measured", "units": [ { "start": 0, "end": 37, "words": 6, "sentence_count": 1 }, { "start": 39, "end": 544, "words": 73, "sentence_count": 6 }, { "start": 546, "end": 1114, "words": 94, "sentence_count": 9 }, { "start": 1116, "end": 1724, "words": 103, "sentence_count": 8 }, { "start": 1726, "end": 2340, "words": 87, "sentence_count": 8 }, { "start": 2342, "end": 3068, "words": 118, "sentence_count": 9 } ], "sentence_counts": [ 1, 6, 9, 8, 8, 9 ], "dominant_sentence_count_share": 0.33 }, "vocabulary": { "words": 481, "mattr_window": 50, "mattr": 0.87, "contractions_per_100_words": 1.87 }, "thresholds": { "minimum_sentences": 10, "minimum_paragraphs": 5, "uniform_cv": 0.12, "sentence_run_words_tolerance": 2, "minimum_sentence_run": 4 }, "note": "Experimental style diagnostics, not authorship probabilities. Thresholds are provisional. Higher variation is not inherently better; headings, lists, code, tables and block quotes are excluded from Markdown prose." } }, "readability_shift": 0.03, "metric": "prose-token-additions-plus-deletions/v1", "offset_encoding": "utf-16" }, "meaning_preservation": { "status": "unverified", "note": "Mechanical checks cannot establish unchanged meaning, facts, or qualifications." } }, "micro_editing": { "strategy": "original_span_patches", "limits": { "max_calls": 4, "max_span_words": 8, "max_span_chars": 60 }, "call_budget": 4, "generation_calls": 4, "review_calls": 1, "spans_planned": 79, "spans_reviewed": 4, "spans_remaining": 75, "completion": "call_limit", "original_context_only": true, "patches": [ { "start": 10, "end": 14, "replacement": "", "original": "new ", "call": 1 }, { "start": 550, "end": 564, "replacement": "Here are the details.", "original": "Let's dive in.", "call": 2 }, { "start": 1583, "end": 1614, "replacement": "The goal", "original": "It's worth noting that the goal", "call": 4 } ] }, "finding_changes": { "before": 6, "after": 4, "by_rule": [ { "rule_id": "style.phrase.2", "before": 1, "after": 1, "change": 0 }, { "rule_id": "style.phrase.6", "before": 1, "after": 0, "change": -1 }, { "rule_id": "style.importance_label", "before": 1, "after": 1, "change": 0 }, { "rule_id": "style.phrase.5", "before": 1, "after": 0, "change": -1 }, { "rule_id": "style.empty_connector", "before": 1, "after": 1, "change": 0 }, { "rule_id": "style.phrase.7", "before": 1, "after": 1, "change": 0 } ], "note": "Raw finding counts, not proof of improved quality or unchanged meaning. Negative changes mean fewer matches for that rule. Contextual findings can be intentional." }, "semantic_review": { "status": "model_assessed", "model_level": "max", "meaning_changed": false, "unsupported_claim_added": false, "qualifications_lost": false, "voice_match": "partial", "concerns": [ { "original_excerpt": "We are thrilled to unveil a groundbreaking initiative that will empower our customers to unlock the full potential of self-service.", "revised_excerpt": "We are thrilled to unveil a groundbreaking initiative that will empower our customers to unlock the full potential of self-service.", "explanation": "The revision preserves this inflated promotional language rather than making it direct. Small edits elsewhere remove some filler, but most of the requested voice change remains undone." }, { "original_excerpt": "This is more than an experiment. It's a testament to the power of collaboration, a catalyst for innovation, and a bold step toward a brighter tomorrow.", "revised_excerpt": "This is more than an experiment. It's a testament to the power of collaboration, a catalyst for innovation, and a bold step toward a brighter tomorrow.", "explanation": "The closing retains abstract praise and rhetorical filler that conflict with the guidance. The substantive facts, caveats, dates, numbers, and quoted wording are preserved." } ], "usage": { "input_tokens": 1466, "output_tokens": 334 }, "guaranteed": false }, "edits": [ { "start": 10, "end": 14, "replacement": "", "original": "new ", "original_chars": 4, "replacement_chars": 0 }, { "start": 550, "end": 551, "replacement": "H", "original": "L", "original_chars": 1, "replacement_chars": 1 }, { "start": 552, "end": 552, "replacement": "re are ", "original": "", "original_chars": 0, "replacement_chars": 7 }, { "start": 553, "end": 555, "replacement": "he", "original": "'s", "original_chars": 2, "replacement_chars": 2 }, { "start": 557, "end": 559, "replacement": "", "original": "iv", "original_chars": 2, "replacement_chars": 0 }, { "start": 560, "end": 561, "replacement": "ta", "original": " ", "original_chars": 1, "replacement_chars": 2 }, { "start": 562, "end": 563, "replacement": "ls", "original": "n", "original_chars": 1, "replacement_chars": 2 }, { "start": 1583, "end": 1592, "replacement": "T", "original": "It's wort", "original_chars": 9, "replacement_chars": 1 }, { "start": 1593, "end": 1608, "replacement": "", "original": " noting that th", "original_chars": 15, "replacement_chars": 0 } ], "before": { "score": { "style_score": 3, "rewrite_gate": { "enabled": false, "threshold": 20, "minimum_words": 50, "passed": true, "reason": "disabled", "method": "style_heuristic", "authorship_verified": false }, "direction": "higher_means_more_flagged_patterns", "authorship_probability": null, "evidence": "sufficient_for_heuristics", "profile_compliance": null, "formula": "min(100, severity_weighted_findings * 250 / max(50, prose_words)); suggestion=1, warning=2, error=3", "rule_version": "2026-09-24.1" }, "quality": { "grammar": { "findings": 0, "score": 100 }, "spelling": { "findings": 0, "score": 100 }, "punctuation": { "findings": 0, "score": 100, "counts": { "'": 13, ",": 23, ".": 40, "-": 3, ":": 1, "\"": 2 }, "delimiter_balance": { "score": 100, "matched_pairs": 1, "unmatched_count": 0, "rubric": "Percentage of checked delimiter characters with a matching pair. Checks parentheses, brackets, braces, double quotes, curly double quotes, and guillemets; inches and intentional fragments can be false positives." }, "per_100_words": 16.91, "balance": "No universal ideal ratio; assess against your profile." }, "overall_score": 100, "rhythm": { "version": "2026-09-24.1", "method": "deterministic", "scored": false, "sentences": { "count": 41, "lengths": [ 7, 15, 21, 5, 4, 17, 11, 3, 18, 13, 10, 9, 12, 7, 5, 16, 17, 18, 14, 10, 11, 9, 12, 16, 16, 7, 9, 15, 9, 20, 8, 3, 19, 15, 8, 10, 16, 8, 6, 20, 16 ], "mean": 11.83, "sd": 5, "cv": 0.42, "median": 11, "iqr": 8, "median_absolute_deviation": 4, "adjacent_difference": 5, "normalized_adjacent_difference": 0.42, "status": "measured", "units": [ { "start": 0, "end": 41, "words": 7 }, { "start": 43, "end": 159, "words": 15 }, { "start": 160, "end": 291, "words": 21 }, { "start": 292, "end": 317, "words": 5 }, { "start": 318, "end": 340, "words": 4 }, { "start": 341, "end": 481, "words": 17 }, { "start": 482, "end": 548, "words": 11 }, { "start": 550, "end": 564, "words": 3 }, { "start": 565, "end": 659, "words": 18 }, { "start": 660, "end": 739, "words": 13 }, { "start": 740, "end": 807, "words": 10 }, { "start": 808, "end": 858, "words": 9 }, { "start": 859, "end": 932, "words": 12 }, { "start": 933, "end": 973, "words": 7 }, { "start": 974, "end": 1010, "words": 5 }, { "start": 1011, "end": 1111, "words": 16 }, { "start": 1113, "end": 1216, "words": 17 }, { "start": 1217, "end": 1319, "words": 18 }, { "start": 1320, "end": 1406, "words": 14 }, { "start": 1407, "end": 1460, "words": 10 }, { "start": 1461, "end": 1528, "words": 11 }, { "start": 1529, "end": 1582, "words": 9 }, { "start": 1583, "end": 1649, "words": 12 }, { "start": 1650, "end": 1744, "words": 16 }, { "start": 1746, "end": 1853, "words": 16 }, { "start": 1854, "end": 1900, "words": 7 }, { "start": 1901, "end": 1981, "words": 9 }, { "start": 1982, "end": 2081, "words": 15 }, { "start": 2082, "end": 2135, "words": 9 }, { "start": 2136, "end": 2297, "words": 20 }, { "start": 2298, "end": 2341, "words": 8 }, { "start": 2342, "end": 2360, "words": 3 }, { "start": 2362, "end": 2484, "words": 19 }, { "start": 2485, "end": 2574, "words": 15 }, { "start": 2575, "end": 2630, "words": 8 }, { "start": 2631, "end": 2694, "words": 10 }, { "start": 2695, "end": 2798, "words": 16 }, { "start": 2799, "end": 2845, "words": 8 }, { "start": 2846, "end": 2878, "words": 6 }, { "start": 2879, "end": 2997, "words": 20 }, { "start": 2998, "end": 3088, "words": 16 } ] }, "paragraphs": { "count": 6, "lengths": [ 7, 73, 93, 107, 87, 118 ], "mean": 80.83, "sd": 35.97, "cv": 0.45, "median": 90, "iqr": 20, "median_absolute_deviation": 17, "adjacent_difference": 20, "normalized_adjacent_difference": 0.25, "status": "measured", "units": [ { "start": 0, "end": 41, "words": 7, "sentence_count": 1 }, { "start": 43, "end": 548, "words": 73, "sentence_count": 6 }, { "start": 550, "end": 1111, "words": 93, "sentence_count": 9 }, { "start": 1113, "end": 1744, "words": 107, "sentence_count": 8 }, { "start": 1746, "end": 2360, "words": 87, "sentence_count": 8 }, { "start": 2362, "end": 3088, "words": 118, "sentence_count": 9 } ], "sentence_counts": [ 1, 6, 9, 8, 8, 9 ], "dominant_sentence_count_share": 0.33 }, "vocabulary": { "words": 485, "mattr_window": 50, "mattr": 0.87, "contractions_per_100_words": 2.06 }, "thresholds": { "minimum_sentences": 10, "minimum_paragraphs": 5, "uniform_cv": 0.12, "sentence_run_words_tolerance": 2, "minimum_sentence_run": 4 }, "note": "Experimental style diagnostics, not authorship probabilities. Thresholds are provisional. Higher variation is not inherently better; headings, lists, code, tables and block quotes are excluded from Markdown prose." }, "voice_baseline": { "status": "no_samples", "genre": null, "sample_genre": null, "samples": 0, "sample_sentences": 0, "genre_match": null, "sentence_cv": { "current": 0.42, "sample_range": null }, "paragraph_cv": { "current": 0.45, "sample_range": null }, "contractions_per_100_words": { "current": 2.06, "sample_range": null }, "note": "Descriptive sample ranges, not confidence intervals, ideal targets or a voice-match score. Only approved prose samples are used, never instruction documents. Unknown genre matching is not assumed." }, "statistics": { "words": 485, "characters": 3089, "utf16_length": 3089, "sentences": 41, "syllables": 833, "average_sentence_words": 11.83, "sentence_length_sd": 5, "lexical_diversity": 0.59, "readability": { "status": "estimated", "metric": "flesch_kincaid_grade", "grade": 9.29, "reading_ease": 49.53 }, "writing_complexity": "moderate", "punctuation": { "counts": { "'": 13, ",": 23, ".": 40, "-": 3, ":": 1, "\"": 2 }, "delimiter_balance": { "score": 100, "matched_pairs": 1, "unmatched_count": 0, "rubric": "Percentage of checked delimiter characters with a matching pair. Checks parentheses, brackets, braces, double quotes, curly double quotes, and guillemets; inches and intentional fragments can be false positives." }, "per_100_words": 16.91 } }, "reading_target": null, "writing_level": { "complexity": "moderate", "target": null, "target_status": "not_requested", "measures_author_ability": false }, "rubric": "Mechanics only: mean component score. Each component is max(0,100 - findings*100/max(20,words)). Readability is reported separately." }, "explain": { "findings": [ { "id": "style.phrase.2:2:9", "rule_id": "style.phrase.2", "category": "style", "severity": "suggestion", "start": 2, "end": 9, "text": "pivotal", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true }, { "id": "style.phrase.6:550:563", "rule_id": "style.phrase.6", "category": "style", "severity": "suggestion", "start": 550, "end": 563, "text": "Let's dive in", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true }, { "id": "style.importance_label:1113", "rule_id": "style.importance_label", "category": "style", "severity": "suggestion", "start": 1113, "end": 1129, "text": "Why this matters", "message": "Explain the consequence directly instead of announcing importance.", "method": "rule", "contextual": true }, { "id": "style.phrase.5:1583:1600", "rule_id": "style.phrase.5", "category": "style", "severity": "suggestion", "start": 1583, "end": 1600, "text": "It's worth noting", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true }, { "id": "style.empty_connector:1743", "rule_id": "style.empty_connector", "category": "style", "severity": "suggestion", "start": 1743, "end": 1757, "text": ".\n\nFurthermore", "message": "Check whether this connector adds information.", "method": "rule", "contextual": true }, { "id": "style.phrase.7:2884:2898", "rule_id": "style.phrase.7", "category": "style", "severity": "suggestion", "start": 2884, "end": 2898, "text": "a testament to", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true } ], "contextual_rules": [], "instructions_require_contextual_review": false, "protected_spans": [ { "start": 576, "end": 578, "reason": "number" }, { "start": 595, "end": 597, "reason": "number" }, { "start": 2509, "end": 2554, "reason": "quote" } ] }, "inspect": { "status": "no_patterns_found", "findings": [], "complete_detection": false, "note": "Pattern matches are signals, including quoted examples. No matches does not establish safety." } }, "after": { "score": { "style_score": 2, "rewrite_gate": { "enabled": false, "threshold": 20, "minimum_words": 50, "passed": true, "reason": "disabled", "method": "style_heuristic", "authorship_verified": false }, "direction": "higher_means_more_flagged_patterns", "authorship_probability": null, "evidence": "sufficient_for_heuristics", "profile_compliance": null, "formula": "min(100, severity_weighted_findings * 250 / max(50, prose_words)); suggestion=1, warning=2, error=3", "rule_version": "2026-09-24.1" }, "quality": { "grammar": { "findings": 0, "score": 100 }, "spelling": { "findings": 0, "score": 100 }, "punctuation": { "findings": 0, "score": 100, "counts": { "'": 11, ",": 23, ".": 40, "-": 3, ":": 1, "\"": 2 }, "delimiter_balance": { "score": 100, "matched_pairs": 1, "unmatched_count": 0, "rubric": "Percentage of checked delimiter characters with a matching pair. Checks parentheses, brackets, braces, double quotes, curly double quotes, and guillemets; inches and intentional fragments can be false positives." }, "per_100_words": 16.63, "balance": "No universal ideal ratio; assess against your profile." }, "overall_score": 100, "rhythm": { "version": "2026-09-24.1", "method": "deterministic", "scored": false, "sentences": { "count": 41, "lengths": [ 6, 15, 21, 5, 4, 17, 11, 4, 18, 13, 10, 9, 12, 7, 5, 16, 17, 18, 14, 10, 11, 9, 8, 16, 16, 7, 9, 15, 9, 20, 8, 3, 19, 15, 8, 10, 16, 8, 6, 20, 16 ], "mean": 11.73, "sd": 5.02, "cv": 0.43, "median": 11, "iqr": 8, "median_absolute_deviation": 4, "adjacent_difference": 5, "normalized_adjacent_difference": 0.43, "status": "measured", "units": [ { "start": 0, "end": 37, "words": 6 }, { "start": 39, "end": 155, "words": 15 }, { "start": 156, "end": 287, "words": 21 }, { "start": 288, "end": 313, "words": 5 }, { "start": 314, "end": 336, "words": 4 }, { "start": 337, "end": 477, "words": 17 }, { "start": 478, "end": 544, "words": 11 }, { "start": 546, "end": 567, "words": 4 }, { "start": 568, "end": 662, "words": 18 }, { "start": 663, "end": 742, "words": 13 }, { "start": 743, "end": 810, "words": 10 }, { "start": 811, "end": 861, "words": 9 }, { "start": 862, "end": 935, "words": 12 }, { "start": 936, "end": 976, "words": 7 }, { "start": 977, "end": 1013, "words": 5 }, { "start": 1014, "end": 1114, "words": 16 }, { "start": 1116, "end": 1219, "words": 17 }, { "start": 1220, "end": 1322, "words": 18 }, { "start": 1323, "end": 1409, "words": 14 }, { "start": 1410, "end": 1463, "words": 10 }, { "start": 1464, "end": 1531, "words": 11 }, { "start": 1532, "end": 1585, "words": 9 }, { "start": 1586, "end": 1629, "words": 8 }, { "start": 1630, "end": 1724, "words": 16 }, { "start": 1726, "end": 1833, "words": 16 }, { "start": 1834, "end": 1880, "words": 7 }, { "start": 1881, "end": 1961, "words": 9 }, { "start": 1962, "end": 2061, "words": 15 }, { "start": 2062, "end": 2115, "words": 9 }, { "start": 2116, "end": 2277, "words": 20 }, { "start": 2278, "end": 2321, "words": 8 }, { "start": 2322, "end": 2340, "words": 3 }, { "start": 2342, "end": 2464, "words": 19 }, { "start": 2465, "end": 2554, "words": 15 }, { "start": 2555, "end": 2610, "words": 8 }, { "start": 2611, "end": 2674, "words": 10 }, { "start": 2675, "end": 2778, "words": 16 }, { "start": 2779, "end": 2825, "words": 8 }, { "start": 2826, "end": 2858, "words": 6 }, { "start": 2859, "end": 2977, "words": 20 }, { "start": 2978, "end": 3068, "words": 16 } ] }, "paragraphs": { "count": 6, "lengths": [ 6, 73, 94, 103, 87, 118 ], "mean": 80.17, "sd": 35.92, "cv": 0.45, "median": 90.5, "iqr": 21, "median_absolute_deviation": 15, "adjacent_difference": 21, "normalized_adjacent_difference": 0.26, "status": "measured", "units": [ { "start": 0, "end": 37, "words": 6, "sentence_count": 1 }, { "start": 39, "end": 544, "words": 73, "sentence_count": 6 }, { "start": 546, "end": 1114, "words": 94, "sentence_count": 9 }, { "start": 1116, "end": 1724, "words": 103, "sentence_count": 8 }, { "start": 1726, "end": 2340, "words": 87, "sentence_count": 8 }, { "start": 2342, "end": 3068, "words": 118, "sentence_count": 9 } ], "sentence_counts": [ 1, 6, 9, 8, 8, 9 ], "dominant_sentence_count_share": 0.33 }, "vocabulary": { "words": 481, "mattr_window": 50, "mattr": 0.87, "contractions_per_100_words": 1.87 }, "thresholds": { "minimum_sentences": 10, "minimum_paragraphs": 5, "uniform_cv": 0.12, "sentence_run_words_tolerance": 2, "minimum_sentence_run": 4 }, "note": "Experimental style diagnostics, not authorship probabilities. Thresholds are provisional. Higher variation is not inherently better; headings, lists, code, tables and block quotes are excluded from Markdown prose." }, "voice_baseline": { "status": "no_samples", "genre": null, "sample_genre": null, "samples": 0, "sample_sentences": 0, "genre_match": null, "sentence_cv": { "current": 0.43, "sample_range": null }, "paragraph_cv": { "current": 0.45, "sample_range": null }, "contractions_per_100_words": { "current": 1.87, "sample_range": null }, "note": "Descriptive sample ranges, not confidence intervals, ideal targets or a voice-match score. Only approved prose samples are used, never instruction documents. Unknown genre matching is not assumed." }, "statistics": { "words": 481, "characters": 3069, "utf16_length": 3069, "sentences": 41, "syllables": 829, "average_sentence_words": 11.73, "sentence_length_sd": 5.02, "lexical_diversity": 0.58, "readability": { "status": "estimated", "metric": "flesch_kincaid_grade", "grade": 9.32, "reading_ease": 49.12 }, "writing_complexity": "moderate", "punctuation": { "counts": { "'": 11, ",": 23, ".": 40, "-": 3, ":": 1, "\"": 2 }, "delimiter_balance": { "score": 100, "matched_pairs": 1, "unmatched_count": 0, "rubric": "Percentage of checked delimiter characters with a matching pair. Checks parentheses, brackets, braces, double quotes, curly double quotes, and guillemets; inches and intentional fragments can be false positives." }, "per_100_words": 16.63 } }, "reading_target": null, "writing_level": { "complexity": "moderate", "target": null, "target_status": "not_requested", "measures_author_ability": false }, "rubric": "Mechanics only: mean component score. Each component is max(0,100 - findings*100/max(20,words)). Readability is reported separately." }, "explain": { "findings": [ { "id": "style.phrase.2:2:9", "rule_id": "style.phrase.2", "category": "style", "severity": "suggestion", "start": 2, "end": 9, "text": "pivotal", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true }, { "id": "style.importance_label:1116", "rule_id": "style.importance_label", "category": "style", "severity": "suggestion", "start": 1116, "end": 1132, "text": "Why this matters", "message": "Explain the consequence directly instead of announcing importance.", "method": "rule", "contextual": true }, { "id": "style.empty_connector:1723", "rule_id": "style.empty_connector", "category": "style", "severity": "suggestion", "start": 1723, "end": 1737, "text": ".\n\nFurthermore", "message": "Check whether this connector adds information.", "method": "rule", "contextual": true }, { "id": "style.phrase.7:2864:2878", "rule_id": "style.phrase.7", "category": "style", "severity": "suggestion", "start": 2864, "end": 2878, "text": "a testament to", "message": "Review this familiar or inflated phrase. Keep it if its literal meaning is needed.", "method": "rule", "contextual": true } ], "contextual_rules": [], "instructions_require_contextual_review": false, "protected_spans": [ { "start": 579, "end": 581, "reason": "number" }, { "start": 598, "end": 600, "reason": "number" }, { "start": 2489, "end": 2534, "reason": "quote" } ] }, "inspect": { "status": "no_patterns_found", "findings": [], "complete_detection": false, "note": "Pattern matches are signals, including quoted examples. No matches does not establish safety." } }, "provenance": { "ai_used": true, "output_accepted": true, "watermark_checked": false, "note": "Small edits and provider diversity do not establish watermark removal or undetectability." } }, "assessment": "Three small changes preserve the facts and quotation, but leave “pivotal,” “Why this matters,” and most of the promotional language. This run costs more than Low without showing a clearer overall result." } ], "initial_runs": { "all_levels": "Skipped under the default automatic rule, with no AI calls and no charge.", "high_first_edit_attempt": "HTTP 500; no result and no customer charge. Retried once." } }