# Mode X Prospects Audit Report - Recovered 2026-06-15 **Total input rows:** 102 **Unique handles after dedup:** 100 **Approved:** 95 **Maybe:** 4 **Excluded:** 1 ## Deduped per-bucket counts - **accessibility-inclusive-design**: 6 rows - **ai-prototyping-design-to-code**: 7 rows - **component-library-maintainers**: 7 rows - **creative-developers-generative-design**: 8 rows - **design-engineers**: 5 rows - **design-leadership-product-craft-thinkers**: 6 rows - **design-ops-workflow-automation**: 5 rows - **design-systems-practitioners**: 6 rows - **design-tooling-plugin-builders**: 6 rows - **frontend-polish-css-craft**: 6 rows - **indie-makers-solo-builders**: 6 rows - **motion-interaction-design**: 6 rows - **no-code-visual-app-builders**: 6 rows - **product-craft-ui-teardowns**: 6 rows - **typography-visual-design-craft**: 6 rows - **ui-ux-product-designers**: 8 rows ## Top 10 Approved Accounts by Engagement Score 1. **@fin465** (eng: 3200, followers: 18468, bucket: ai-prototyping-design-to-code) Evidence: https://x.com/fin465/status/2064388327592058994 2. **@berlickfold** (eng: 1286, followers: 2984, bucket: design-ops-workflow-automation) Evidence: https://x.com/berlickfold/status/2065493855424635171 3. **@contraben** (eng: 566, followers: 14463, bucket: design-leadership-product-craft-thinkers) Evidence: https://x.com/contraben/status/2059361177235542524 4. **@clairevo** (eng: 493, followers: 55000, bucket: product-craft-ui-teardowns) Evidence: https://x.com/clairevo/status/2046971923058573548 5. **@jamesrochabrun** (eng: 450, followers: 1113, bucket: ui-ux-product-designers) Evidence: https://x.com/jamesrochabrun/status/2065500039997448274 6. **@undefinedKi** (eng: 450, followers: 2791, bucket: design-ops-workflow-automation) Evidence: https://x.com/undefinedKi/status/2066159485652025597 7. **@dominikmartn** (eng: 443, followers: 8500, bucket: product-craft-ui-teardowns) Evidence: https://x.com/dominikmartn/status/2046274498601558523 8. **@stammy** (eng: 329, followers: 59974, bucket: product-craft-ui-teardowns) Evidence: https://x.com/Stammy/status/2052460213081612699 9. **@dariusdan** (eng: 320, followers: 24689, bucket: typography-visual-design-craft) Evidence: https://x.com/dariusdan/status/2062937709660746166 10. **@nicks_twt** (eng: 270, followers: 6739, bucket: design-leadership-product-craft-thinkers) Evidence: https://x.com/nicks_twt/status/2064657091953086801 ## Validation Summary - All output CSVs parse with expected column counts and semantic verdicts limited to `approved`, `maybe`, or `excluded`. - Fixed quoted comma corruption in `account_age_note` for `yoshifujidesign`, `sajon_co`, and `InclusiveBuild`. - Regenerated split files from fixed `prospects_deduped.csv`; split handles are disjoint and their lowercased union equals deduped handles. - Used lowercased handle/profile_url comparisons for deduplication and split-union checks. - Duplicates resolved by highest engagement_score; alt_buckets recorded in deduped and split files. - Sorted approved/maybe by engagement desc, follower count asc. - Validation rules enforced per parent tasks: recent posts (last 45d), account age, practitioner signals, no vendors unless strong individual signal, follower prefs. - No rows fabricated; all data from input CSVs. - 1 row remains excluded with an explicit reason; 95 rows are approved and 4 rows are maybe after semantic repair. - Schema note: `prospects_merged.csv` intentionally preserves the pre-dedupe merged schema without `alt_buckets`; `prospects_deduped.csv` and verdict split files include `alt_buckets` as a dedupe provenance field. **Output files written to:** /home/alex/Vault/mode/knowledge/company/GTM/6. x-prospect-accounts/recovered-2026-06-15/ - prospects_merged.csv - prospects_deduped.csv - prospects_approved.csv - prospects_maybe.csv - prospects_excluded.csv - audit_report.md