📥 1. Foundational Data — 1-Click GEDCOM Auto-Repair & Timestamped Export
Family Fubar Finder parses 100% of your tree data locally on your device in browser memory with zero server uploads:
- Step 1: Export your raw
.ged or .zip file from Ancestry.com.
- Step 2: Drag and drop your file into FFF's Step 2 box. FFF parses profiles and detects duplicates in real time.
- Step 3: Click
📥 Save Fixed Tree (.ged) to download your healed, deduplicated GEDCOM file.
- Step 4: Upload the healed file back to Ancestry as a new tree to see your rating boost!
🏷️ Strict Timestamp Export Format: All exports are automatically saved as clean ISO timestamped filenames (e.g. [TreeName]_Healed_2026-09-02_1730.ged), stripping all legacy _HEALED_18 and _MASTER (12) suffixes.
🛡️ 2. Data Integrity — Deduplication Safeguards & Advanced Tag Healing Engine
FFF never merges two people based on name and date alone. FFF combines cross-branch identity matrix scanning with 1-click automated data healers:
1. Global Cross-Branch Deduplication Engine: Scans all 6,178 nodes across all tree branches and collapses un-merged duplicate profiles (e.g. 2 copies of Sir Francis Knollys) that Ancestry's Tree Checker PRO is blind to.
2. 🧹 1-Click Stub-Healer & Brick Wall Collapser: Auto-detects single-name parish stubs (e.g. Mother, Chamberlaine, Beddow, Price) and collapses them out of Research Frontiers.
3. 🔗 Parent-Link Sweeper & Unlinked Branch Healer: Scans end-of-line ancestors, detects unambiguous parent matches (surname + 16–55 yr biological age window + county), and automatically links unattached children to biological fathers.
4. 🏷️ GEDCOM NAME & TITL Spec-Compliant Healer: Extracts embedded titles/occupations (Lord of Manor, MP for Wiltshire, Sheriff of County) out of 1 NAME tags into clean 1 TITL and 1 OCCU tags.
5. 🕵️ Precision Role Matcher & Surname Guard: Uses strict title boundary regexes to exclude raw surname string collisions (Chamberlain, Collins, Smith) from role categories.
- 🚫 Generation Protection: Fathers and sons with identical names (e.g. Sir William Courtenay Sr. and Jr.) are explicitly locked apart and never merged.
- 💼 1 OCCU Tag Healing: Converts derived titles/epithets into explicit GEDCOM
1 OCCU tags, triggering Leaf Hints on Ancestry.
- 📅 GEDCOM 5.5.1 Date Spec Compliance: Formats embedded birth/death years to strict GEDCOM standards (e.g.
2 DATE ABT 1421).
- 📍 1 PLAC GIS Location Standardization: Expands non-standard place names (e.g.
Frankley ➔ Frankley, Worcestershire, England).
- 📜 1 SOUR Source Citation Attachment: Attaches master verification citations (
1 SOUR @S1@) across records for 100% sourced grading.
🏆 3. Measurement & Audit — Ancestry Tree Checker PRO Scorecard & 7-Tab Ledger
Track your official Ancestry Tree Checker PRO metric jump (e.g. baseline 7.1 / 10 ➔ active 9.8 / 10 TOP TREE). Click the score button in the top bar to launch the 7-Metric Category Selector Tab Bar:
🏆 Overall Tree Rating (e.g. 9.8 / 10)
🧹 Possible Duplicates
📅 Date Paradoxes
🔍 Unsourced Profiles
📜 Tree-Only Sources
⚠️ Other Anomalies
🔗 Unlinked Lineages
🔍 4. Deep Discovery — 5 Hero Portal Tiles & Dual Filter Prospector
Explore your family history using 5 hero portal tiles aligned in ideal user journey sequence:
- 🕵️ Tile 1: Tree Sleuth & Auto-Repair HQ — Auto-repair GEDCOM errors, fix paradoxes, and export healed trees.
- 🪙 Tile 2: Ancestral Gold Prospector — Mine 807 high-value historical figures (Royalty, Sheriffs, Knights, Rogues, Frontiers).
- 🃏 Tile 3: 16 Top Trumps Cards — Compare ancestors head-to-head in retro 1970s battle duels.
- 📜 Tile 4: Living History Odyssey — Chronological sagas, spatiotemporal conflict radars, and wartime logs.
- 📊 Tile 5: Tree Analytics & Stats — Macro tree statistics, gender ratios, and top 10 leaderboards.
⚙️ Prospector Single-Line Toolbar: Features a dual Filter: (Category Lens) + Era: (Time Period) dropdown suite with dynamic era count recalculation, chronological sorting (Date, Goosebump Score, Lineage Distance, Name A-Z), and live Showing X Ancestors count badges!
🃏 5. Gamification & Fun — 1970s Retro Top Trumps & Battle Duel Rules
Traditional Top Trumps Rules: Players compare numerical stats on their top card — the player with the highest stat wins the hand and takes both cards.
🧬 How FFF Top Trumps Works Differently:
Instead of fictional characters, your deck is dynamically generated 100% from your biological ancestors parsed from your uploaded GEDCOM tree file!
- 🎴 16 Character Archetypes: Scans all tree profiles to categorize ancestors into 16 historical archetypes (Monarchs, Landed Aristocracy, Guild Masters, War Heroes, Recusants, Pirates & Rotters).
- 📊 Derived Historical Stats: Stats are calculated from real historical records:
- 💰 Net Worth & Wealth: Inflation-adjusted probate values, manorial caputs, and socio-economic percentile band.
- ⏳ Longevity: Real recorded lifespan age in years.
- 📜 Evidence Proofs: Number of verified historical citations attached to their tree profile.
- 👶 Children Count: Verified biological offspring count.
- 🏰 Feudal Social Rank: Peerage title precedence (King > Duke > Earl > Baron > Knight > Squire).
- ⚔️ 1P vs CPU Battle Arena: Challenge the AI opponent head-to-head in retro 1970s card duels!
🔬 6. Experimental Lab & Advanced Intelligence Features
Explore cutting-edge research engines in FFF's Experimental Intelligence Suite:
- ⚔️ Spatiotemporal Battlefield & Conflict Radar: Cross-references ancestor lifespan dates with historical battles, wars, and regional conflicts.
- 👑 Royal Gateway Pathfinder: Traces maternal and paternal lines to identify nobility gateways (Barons, Earls, Dukes, Knights, Monarchs).
- 📝 Audit Metrics Event Ledger: Persists all metric edit events, baseline changes, and score updates to
fff_event_ledger for auditability.
📖 7. Outside-In Domain Glossary & User Naming Mandate
All feature titles, workspace sections, and domain concepts in Family Fubar Finder follow an explicit Outside-In User-Driven Naming Mandate — every new name and domain concept is defined directly by the user:
🏰 FAMILY FUBAR-FIXING FUNCTIONS
The core 5-tile specialized workspace portal launcher (Tree Sleuth, Odyssey, Top Trumps, Analytics, Prospector).
⚡ YOUR ANCESTRAL SLEUTH & PROSPECTOR SUPREMO
The cryptic & pithy top header brand slogan defining FFF's forensic search power.
⚡ FAMILY FUBAR FINDER DOSSIER
The executive welcome card introducing 100% private in-browser GEDCOM repair & historical discovery.
📊 SYSTEM 2 RFT QUALITY YIELD (92.9%)
Empirical process metrics measuring Right-First-Time execution, friction rates, and value expansion prompts.