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Add patterns 30-31, expand rules 9 and 14 (v2.6.0)#85

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Add patterns 30-31, expand rules 9 and 14 (v2.6.0)#85
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What this adds

Four improvements derived from real editing work on academic prose:

Expanded Rule 9 — "rather than" overuse

The existing rule covered "Not only…but" and tailing negations. Added "rather than" as a third form of the same pattern — AI stages a contrast by dismissing an alternative (Y) that nobody was claiming. Added a test: ask whether the discarded alternative is actually on the table. If not, just say X.

Expanded Rule 14 — paired em dash bracketing

The existing rule covered general em dash overuse. Added the specific case of paired bracketing (X — elaboration — continues), which looks inserted rather than written. Includes four fix strategies keyed to the type of insertion (list, appositive, parenthetical, subject expansion) and an exception for short, earned, non-repeated brackets.

New Rule 30 — Conditional frame stacking ("If X…" clusters)

AI hedges its own conclusions with multiple "if the argument holds… if the reading is right…" clauses in the same passage. One conditional at a genuine branching point is fine. A cluster of them in a conclusion signals the writer isn't standing behind their own work. Fix: state what the argument found; reserve "if" for real analytical branches.

New Rule 31 — Miscalibrated epistemic confidence

A two-sided rule. AI swings between over-asserting (loading claims with "decisively," "fundamentally," "completely") and over-hedging ("appears to have arguably," "may have somewhat"). Both are tells. The fix is never to replace one extreme with the other — it is to narrow the claim to what the evidence actually supports. Includes a "critical rule": don't fix over-assertion by adding hedges.

Version

2.5.1 → 2.6.0

Pattern count

29 → 31

duathron added a commit to duathron/humanizer-ext that referenced this pull request May 22, 2026
- Add DETECTION GUIDANCE section (false positives, human-writing
  signs, LLM idiolects) so editors know what NOT to flag (PR blader#113)
- Add Tier-1 AI-iness density pre-flight in Full mode; auto-drops to
  Quick when density = 0 to protect human-first drafts (PR blader#115 adapted)
- Expand blader#7 with era-specific vocabulary clusters (GPT-4 / GPT-4o /
  GPT-5 eras) and figurative-vs-literal caveat (PR blader#111)
- Expand blader#9 with "rather than" dismissals + on-the-table test (PR blader#85)
- Expand blader#14 with paired em dash bracketing + 4 fix options (PR blader#85)
- Expand blader#21 with speculative gap-filling ("maintains a low profile"
  template detection) (PR blader#111)
- Expand blader#23 with three more didactic disclaimers (subsumes pattern
  34 from PR blader#112)
- Expand blader#25 with structural "## Conclusion" section note
- Add pattern blader#35 Debunking-Pose Headings -- heading-level AI tells
  that slip through prose-only passes (PR blader#116)
- Add patterns blader#36 Conditional Frame Stacking and blader#37 Miscalibrated
  Epistemic Confidence (PR blader#85)
- Add patterns blader#38 Reference-Markup Artifacts, blader#39 Phrasal Templates /
  Placeholder Text, and blader#40 Markdown / Wikitext Contamination --
  three chat-UI copy-paste tells that confirm AI involvement (PR blader#112)
- Extend domain overrides for blader#35-37; blader#38-40 are universal
- Extend final AI audit from 9 to 13 points
- README: pattern count 34 -> 40, three new section rows, updated
  fork-differentiator table, 3.2.0 version-history entry

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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