feat: add AI fingerprint avoidance rules and fix em-dash patterns
- Add ai_fingerprint_rules.md with banned words, structural rules, and 12-item post-gen checklist - Fix Fellowships/Honors template format: --- to period separator - Fix Publications under-review template format - Update all 4 skills to load fingerprint rules during generation - Add AI scan section to critique framework - Update resume_reference and cl_reference with em-dash limits - Reduce em-dashes in example files Co-Authored-By: Akhil Peeketi <peeketiakhilreddy@gmail.com>
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@@ -437,6 +437,18 @@ If a cover letter was generated in the same session, run all checks below. Detec
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## Part 6G: AI Fingerprint Scan
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Run the 12-item checklist from `resume_builder/support/ai_fingerprint_rules.md` Section 6. Key scans:
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- Count em-dashes (`---`) in full document — flag if >2
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- Scan all bullet endings for -ing analysis phrases (the #1 structural AI marker)
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- Search for any Tier 1 banned word (delve, tapestry, multifaceted, pivotal, etc.)
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- Check CL for generic opener and uniform sentence length
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Any failure is a Tier 1 fix in Part 4.
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---
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## Part 7: Post-Generation Verification
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Final mechanical checklist. Run AFTER all other critique parts. These are pass/fail checks, not scored dimensions.
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