From 073ea31ae74376ebd51a6664cd245a230094ca6f Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Mon, 20 Apr 2026 21:46:20 +0300
Subject: [PATCH 01/25] (miniscoreboard): upgrade to V3 with leaderboard,
 summary and export

- Updated the core benchmark engine to support V3 features.
- Implemented new leaderboard, summary, and export functionalities.
- Updated problem specification (SPEC-v3.txt) and added new test suites.
- Enhanced README and problem.json with version 3 metadata.
---
 problems/miniscoreboard/README.md   | 40 ++++++++++++++
 problems/miniscoreboard/SPEC-v3.txt | 70 ++++++++++++++++++++++++
 problems/miniscoreboard/test-v3.sh  | 82 +++++++++++++++++++++++++++++
 3 files changed, 192 insertions(+)
 create mode 100644 problems/miniscoreboard/README.md
 create mode 100644 problems/miniscoreboard/SPEC-v3.txt
 create mode 100644 problems/miniscoreboard/test-v3.sh

diff --git a/problems/miniscoreboard/README.md b/problems/miniscoreboard/README.md
new file mode 100644
index 00000000..3301034b
--- /dev/null
+++ b/problems/miniscoreboard/README.md
@@ -0,0 +1,40 @@
+# 🏆 miniscoreboard Benchmark Problem
+
+A command-line sports match management system designed for benchmarking AI efficiency in data persistence, filtering, and analytical processing.
+
+## 🚀 Version Evolution
+
+### Version 1 (V1)
+- **Focus**: Basic Persistence & Shell commands.
+- **Commands**: `init`, `add-match`.
+- **Infrastructure**: Data stored in `.miniscore/matches.dat` (Pipe-separated format).
+
+### Version 2 (V2)
+- **Focus**: Data Retrieval & Filtering.
+- **Commands**: `history` (list all), `team <name>` (filter matches for a specific team).
+- **Validation**: Added basic error handling for reserved characters and data types.
+
+### Version 3 (V3)
+- **Focus**: Analytical Logic & Data Portability.
+- **Commands**: 
+    - `leaderboard`: Calculates league standings using 3-1-0 point system. Complex sorting (Points > GD > GF).
+    - `summary`: High-level league statistics (Average goals, match counts).
+    - `export`: Serializes match data into `matches.json`.
+- **Determinism**: Added `DETERMINISM RULES` to ensure consistent AI behavior across trials.
+
+---
+
+## 🧪 Running Benchmarks
+
+```bash
+# Dry run
+bin/which-language run gemini miniscoreboard --lang python --trials 1 --dry-run
+
+# Real trial
+bin/which-language run gemini miniscoreboard --lang python --trials 1
+```
+
+## 📊 Evaluation Metrics
+- **Pass Rate**: Ability to implement complex sorting logic correctly.
+- **LOC**: Conciseness in handling file I/O vs processing.
+- **Time/Cost**: Efficiency of the generation turns.
diff --git a/problems/miniscoreboard/SPEC-v3.txt b/problems/miniscoreboard/SPEC-v3.txt
new file mode 100644
index 00000000..54abe465
--- /dev/null
+++ b/problems/miniscoreboard/SPEC-v3.txt
@@ -0,0 +1,70 @@
+PROJECT: miniscoreboard
+AUTHOR: Utkuhan Akar (V3 Upgrade)
+VERSION: v3
+DATE: 2026-04-20
+
+========================================
+OVERVIEW
+========================================
+
+miniscoreboard is a command-line sports match management tool.
+V3 adds advanced analytics, league standings, and data portability.
+
+All infrastructure and V1/V2 commands remain mandatory.
+- init
+- add-match
+- history
+- team
+
+========================================
+NEW COMMANDS (V3)
+========================================
+
+--- leaderboard ---
+Usage: python miniscore.py leaderboard
+Calculates points for all teams recorded in matches.dat.
+- Win: 3 points
+- Draw: 1 point
+- Loss: 0 points
+
+Output Format:
+Sorted by Points (Descending), then GD (Goal Difference), then GF (Goals For).
+[Rank] Team: Pts (W-D-L) GF-GA GD
+
+Example Output:
+[1] GALATASARAY: 6 pts (2-0-0) 5-1 +4
+[2] FENERBAHCE: 3 pts (1-0-1) 3-2 +1
+[3] BESIKTAS: 0 pts (0-0-2) 1-6 -5
+
+If no matches exist, print "History is empty."
+
+--- summary ---
+Usage: python miniscore.py summary
+Overview of league activity.
+
+Output Format:
+Total Teams: <Count>
+Total Matches: <Count>
+Total Goals: <Count>
+Average Goals/Match: <Avg> (Fixed to 2 decimal places)
+
+--- export ---
+Usage: python miniscore.py export
+Converts matches.dat into a JSON file named .miniscore/matches.json.
+Prints "Exported <Count> matches to .miniscore/matches.json"
+
+========================================
+DETERMINISM RULES
+========================================
+
+- Tool must never produce timestamps or random IDs in outputs unless specified.
+- Sorting in leaderboard must be stable. If two teams are equal in Pts, GD, and GF, sort alphabetically by Team Name.
+- Output formatting (spaces, case) must exactly match the examples.
+
+========================================
+ERROR HANDLING
+========================================
+
+- Inherit all V1/V2 error cases.
+- If export fails due to permissions: print "Error: Could not write export file."
+- If leaderboard is requested with 0 matches: print "History is empty."
diff --git a/problems/miniscoreboard/test-v3.sh b/problems/miniscoreboard/test-v3.sh
new file mode 100644
index 00000000..ae239719
--- /dev/null
+++ b/problems/miniscoreboard/test-v3.sh
@@ -0,0 +1,82 @@
+#!/usr/bin/env bash
+# V3 Test Suite for miniscoreboard
+
+BINARY="./miniscore.py"
+DB_DIR=".miniscore"
+DB_FILE="$DB_DIR/matches.dat"
+
+# Helper for cleanup
+cleanup() {
+    rm -rf "$DB_DIR"
+}
+
+# Helper for reporting
+pass_count=0
+fail_count=0
+
+assert_output() {
+    local cmd=$1
+    local expected=$2
+    local name=$3
+    
+    output=$($cmd 2>&1)
+    if [[ "$output" == *"$expected"* ]]; then
+        echo "PASS: $name"
+        pass_count=$((pass_count + 1))
+    else
+        echo "FAIL: $name"
+        echo "  Expected: $expected"
+        echo "  Actual:   $output"
+        fail_count=$((fail_count + 1))
+    fi
+}
+
+cleanup
+
+echo "--- Testing V1 Core ---"
+assert_output "python3 $BINARY init" "Created .miniscore/ directory" "Init success"
+assert_output "python3 $BINARY init" "Already initialized" "Init idempotency"
+
+echo "--- Testing V1 add-match ---"
+python3 $BINARY add-match SuperLig W1 2026-04-01 GS 2 FB 1 > /dev/null
+python3 $BINARY add-match SuperLig W1 2026-04-01 BJK 0 TS 0 > /dev/null
+assert_output "python3 $BINARY add-match SuperLig W2 2026-04-08 FB 1 BJK 0" "Added match #3" "Add match #3"
+
+echo "--- Testing V2 history & team ---"
+assert_output "python3 $BINARY history" "[1] GS 2 - 1 FB" "History check"
+assert_output "python3 $BINARY team FB" "GS 2 - 1 FB" "Team filter GS"
+assert_output "python3 $BINARY team FB" "FB 1 - 0 BJK" "Team filter FB"
+
+echo "--- Testing V3 leaderboard ---"
+# GS: 1W (3pts), 2GF, 1GA, +1
+# FB: 1W, 1L (3pts), 2GF, 2GA, 0
+# TS: 1D (1pts), 0GF, 0GA, 0
+# BJK: 1D, 1L (1pts), 0GF, 1GA, -1
+assert_output "python3 $BINARY leaderboard" "[1] GS: 3 pts" "Leaderboard Rank 1"
+assert_output "python3 $BINARY leaderboard" "[2] FB: 3 pts" "Leaderboard Rank 2"
+
+echo "--- Testing V3 summary ---"
+assert_output "python3 $BINARY summary" "Total Teams: 4" "Summary Teams"
+assert_output "python3 $BINARY summary" "Total Matches: 3" "Summary Matches"
+assert_output "python3 $BINARY summary" "Total Goals: 4" "Summary Goals"
+
+echo "--- Testing V3 export ---"
+assert_output "python3 $BINARY export" "Exported 3 matches" "Export command"
+if [ -f "$DB_DIR/matches.json" ]; then
+    echo "PASS: Export file exists"
+    pass_count=$((pass_count + 1))
+else
+    echo "FAIL: Export file missing"
+    fail_count=$((fail_count + 1))
+fi
+
+echo ""
+echo "PASSED: $pass_count"
+echo "FAILED: $fail_count"
+echo "TOTAL:  $((pass_count + fail_count))"
+
+if [ $fail_count -eq 0 ]; then
+    exit 0
+else
+    exit 1
+fi

From 0b507c623f1198c6f1444a35180ee350df8c7f14 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Mon, 20 Apr 2026 21:46:43 +0300
Subject: [PATCH 02/25] Revise prompts and add v3 specifications for
 miniscoreboard

Updated prompts for v1, v2, and added v3 specifications with detailed requirements for the miniscoreboard implementation.
---
 problems/miniscoreboard/problem.json | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/problems/miniscoreboard/problem.json b/problems/miniscoreboard/problem.json
index fe58096a..397370e3 100644
--- a/problems/miniscoreboard/problem.json
+++ b/problems/miniscoreboard/problem.json
@@ -3,8 +3,11 @@
   "binary_name": "miniscore",
   "v1_spec": "SPEC-v1.txt",
   "v1_test": "test-v1.sh",
-  "v1_prompt": "Implement {{binary_name}} as described in SPEC-v1.txt using {{language}}. The executable must be named '{{binary_name}}.py' and handle init and add-match commands.",
+  "v1_prompt": "Implement {{binary_name}} as described in SPEC-v1.txt using {{language}}. The solution must be a standalone executable script (e.g., with a shebang and proper permissions). Use only standard libraries. Handle 'init' and 'add-match' commands with exact output matching. Verification: bash test-v1.sh",
   "v2_spec": "SPEC-v2.txt",
   "v2_test": "test-v2.sh",
-  "v2_prompt": "Read SPEC-v2.txt and extend the existing {{binary_name}} implementation with the history and team commands. Verify your implementation using test-v2.sh."
+  "v2_prompt": "Extend the existing {{binary_name}} implementation in {{language}} to support 'history' and 'team' commands according to SPEC-v2.txt. Maintain strict output formatting and error handling. Verification: bash test-v2.sh",
+  "v3_spec": "SPEC-v3.txt",
+  "v3_test": "test-v3.sh",
+  "v3_prompt": "Finalize the {{binary_name}} suite in {{language}} by implementing 'leaderboard', 'summary', and 'export' commands as defined in SPEC-v3.txt. Ensure complex logic for point calculation (3/1/0) and sorting in leaderboard is correct. Verification: bash test-v3.sh"
 }

From 1615f7e6ed49b2a6e1254feeb3a705ada3284cdf Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Mon, 20 Apr 2026 21:49:31 +0300
Subject: [PATCH 03/25] Update SPEC-v3.txt

---
 problems/miniscoreboard/SPEC-v3.txt | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/problems/miniscoreboard/SPEC-v3.txt b/problems/miniscoreboard/SPEC-v3.txt
index 54abe465..c99c6635 100644
--- a/problems/miniscoreboard/SPEC-v3.txt
+++ b/problems/miniscoreboard/SPEC-v3.txt
@@ -1,5 +1,6 @@
 PROJECT: miniscoreboard
-AUTHOR: Utkuhan Akar (V3 Upgrade)
+AUTHOR: Utkuhan Akar (V3 Upgrade) (251478036)
+--------------------------------------------
 VERSION: v3
 DATE: 2026-04-20
 

From f728052a3571c094858d68aaa2842df1cbbed0f0 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Mon, 20 Apr 2026 22:04:43 +0300
Subject: [PATCH 04/25] Update problem.json with v3 prompt and spec

---
 problems/miniscoreboard/problem.json | 1 +
 1 file changed, 1 insertion(+)

diff --git a/problems/miniscoreboard/problem.json b/problems/miniscoreboard/problem.json
index 79db8606..397370e3 100644
--- a/problems/miniscoreboard/problem.json
+++ b/problems/miniscoreboard/problem.json
@@ -10,3 +10,4 @@
   "v3_spec": "SPEC-v3.txt",
   "v3_test": "test-v3.sh",
   "v3_prompt": "Finalize the {{binary_name}} suite in {{language}} by implementing 'leaderboard', 'summary', and 'export' commands as defined in SPEC-v3.txt. Ensure complex logic for point calculation (3/1/0) and sorting in leaderboard is correct. Verification: bash test-v3.sh"
+}

From 00f5bea05aee58f57dbb2e1f49ca66759aca2ac1 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 10:25:28 +0300
Subject: [PATCH 05/25] Add development plan for miniscoreboard project

Document the development plan for the miniscoreboard project, detailing phases and tasks.
---
 problems/miniscoreboard/plan.md | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)
 create mode 100644 problems/miniscoreboard/plan.md

diff --git a/problems/miniscoreboard/plan.md b/problems/miniscoreboard/plan.md
new file mode 100644
index 00000000..a10af013
--- /dev/null
+++ b/problems/miniscoreboard/plan.md
@@ -0,0 +1,20 @@
+# Development Plan - miniscoreboard
+
+This document outlines the evolutionary steps of the miniscoreboard project, focusing on a structured progression from basic data entry to advanced analytics.
+
+## Phase 1: Core Foundation (V1) - [DONE]
+- [x] Establish project directory structure (.miniscore/).
+- [x] Implement `init` command for environment setup.
+- [x] Implement `add-match` for atomic data entry.
+- [x] Ensure basic file I/O operations for `matches.dat`.
+
+## Phase 2: Data Retrieval (V2) - [DONE]
+- [x] Implement `history` command to list all matches.
+- [x] Implement `team` command for filtered search.
+- [x] Enforce stable formatting for CLI output.
+
+## Phase 3: Analytics & Portability (V3) - [CURRENT]
+- [x] **Leaderboard System:** Develop a multi-tier sorting algorithm (Points > GD > GF > Alphabetical).
+- [x] **League Summary:** Global calculation of match count, team count, and scoring averages.
+- [x] **Data Export:** Build a JSON serializer to allow third-party tool integration.
+- [x] **Deterministic Testing:** Ensure `test-v3.sh` yields 100% consistent results.

From ff560c177e1d1c97562eeffaf1b41a47c8942457 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 10:27:12 +0300
Subject: [PATCH 06/25] Add walkthrough for V3 implementation details

This document outlines the technical details of the V3 upgrade for miniscoreboard, including advanced leaderboard logic, statistical analytics, and data portability features.
---
 problems/miniscoreboard/walkthrough.md | 32 ++++++++++++++++++++++++++
 1 file changed, 32 insertions(+)
 create mode 100644 problems/miniscoreboard/walkthrough.md

diff --git a/problems/miniscoreboard/walkthrough.md b/problems/miniscoreboard/walkthrough.md
new file mode 100644
index 00000000..5c9f95f3
--- /dev/null
+++ b/problems/miniscoreboard/walkthrough.md
@@ -0,0 +1,32 @@
+# Walkthrough - V3 Implementation Details
+
+This document provides a technical overview of the changes introduced in the V3 upgrade of `miniscoreboard`.
+
+## Technical Achievements
+
+### 1. Advanced Leaderboard Logic
+The core challenge of V3 was the `leaderboard` command. It requires a stable sorting mechanism to handle league standings correctly.
+- **Sorting Priority:** The implementation uses a descending sort on Points, followed by Goal Difference (GD), then Goals For (GF). 
+- **Tie-Breaking:** To ensure determinism (a key project requirement), if all stats are equal, the system falls back to an alphabetical sort by Team Name.
+- **Implementation:** Leveraged Python's `sorted()` with a multi-key lambda function for efficiency.
+
+### 2. Statistical Analytics (Summary)
+The `summary` command provides a snapshot of the league's health.
+- It dynamically calculates the number of unique teams and total goals.
+- It formats the average goals per match to exactly **2 decimal places**, ensuring compliance with the `SPEC-v3.txt` requirements.
+
+### 3. Data Portability (Export)
+The `export` feature bridge the gap between human-readable `.dat` files and machine-readable `.json` formats.
+- All match data is serialized into a structured JSON array.
+- The output is stored in `.miniscore/matches.json`, facilitating easy import into web dashboards or spreadsheets.
+
+## Verification & Testing
+The implementation was rigorously tested using the `test-v3.sh` suite.
+- **Test Results:** 7/7 Tests Passed.
+- **Edge Cases Handled:**
+    - Requesting a leaderboard with an empty history prints a user-friendly error.
+    - Handling ties in the leaderboard shows consistent ranking orders.
+    - JSON export overwrites previous exports to keep data fresh.
+
+## Project Context
+Following the **Vibe Coding** philosophy, the architecture focuses on system-level reliability and clean documentation, allowing AI agents and human contributors to understand the codebase instantly.

From a29129f5cf856946ef18799c3eae650a14a70dc0 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 10:38:11 +0300
Subject: [PATCH 07/25] Update problem.json

---
 problems/miniscoreboard/problem.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/problems/miniscoreboard/problem.json b/problems/miniscoreboard/problem.json
index 397370e3..0ff06c5b 100644
--- a/problems/miniscoreboard/problem.json
+++ b/problems/miniscoreboard/problem.json
@@ -10,4 +10,4 @@
   "v3_spec": "SPEC-v3.txt",
   "v3_test": "test-v3.sh",
   "v3_prompt": "Finalize the {{binary_name}} suite in {{language}} by implementing 'leaderboard', 'summary', and 'export' commands as defined in SPEC-v3.txt. Ensure complex logic for point calculation (3/1/0) and sorting in leaderboard is correct. Verification: bash test-v3.sh"
-}
+}
\ No newline at end of file

From dcc9d8d58066689716f01586f944db2adcd38858 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 10:45:42 +0300
Subject: [PATCH 08/25] Update SPEC-v1.txt

---
 problems/miniscoreboard/SPEC-v1.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/problems/miniscoreboard/SPEC-v1.txt b/problems/miniscoreboard/SPEC-v1.txt
index ae4a6cd6..da1182db 100644
--- a/problems/miniscoreboard/SPEC-v1.txt
+++ b/problems/miniscoreboard/SPEC-v1.txt
@@ -48,4 +48,4 @@ ERROR HANDLING
 - Inputs containing '|': print "Error: The '|' character is reserved."
 - Non-numeric scores: print "Error: Scores must be positive numbers."
 - Empty team names: print "Error: Team names cannot be empty."
-- Team playing itself: print "Error: A team cannot play against itself."
+- Team playing itself: print "Error: A team cannot play against itself." 

From 1adcc6f94de0e8d5f7830a24d372b4bf36a6985f Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 10:45:51 +0300
Subject: [PATCH 09/25] Update SPEC-v2.txt

---
 problems/miniscoreboard/SPEC-v2.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/problems/miniscoreboard/SPEC-v2.txt b/problems/miniscoreboard/SPEC-v2.txt
index 1aa54cf6..2eec6b43 100644
--- a/problems/miniscoreboard/SPEC-v2.txt
+++ b/problems/miniscoreboard/SPEC-v2.txt
@@ -62,4 +62,4 @@ ERROR HANDLING
 - Inputs containing '|': print "Error: The '|' character is reserved."
 - Non-numeric scores: print "Error: Scores must be positive numbers."
 - Empty team names: print "Error: Team names cannot be empty."
-- Team playing itself: print "Error: A team cannot play against itself."
\ No newline at end of file
+- Team playing itself: print "Error: A team cannot play against itself." 
\ No newline at end of file

From 8fc12b66d5aa9f7d2780ab0f02e921ef874902c4 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 10:46:01 +0300
Subject: [PATCH 10/25] Update test-v1.sh

---
 problems/miniscoreboard/test-v1.sh | 1 +
 1 file changed, 1 insertion(+)

diff --git a/problems/miniscoreboard/test-v1.sh b/problems/miniscoreboard/test-v1.sh
index 014d2326..2f879f55 100644
--- a/problems/miniscoreboard/test-v1.sh
+++ b/problems/miniscoreboard/test-v1.sh
@@ -27,3 +27,4 @@ fi
 
 echo "All V1 tests passed."
 exit 0
+

From 3a9a8f15bff2a285d83371ebdc1982b7352f9590 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 10:46:11 +0300
Subject: [PATCH 11/25] Update test-v2.sh

---
 problems/miniscoreboard/test-v2.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/problems/miniscoreboard/test-v2.sh b/problems/miniscoreboard/test-v2.sh
index 120e3271..b6352794 100644
--- a/problems/miniscoreboard/test-v2.sh
+++ b/problems/miniscoreboard/test-v2.sh
@@ -47,4 +47,4 @@ if [[ "$TEAM_OUT" != *"TS"* ]] || [[ "$TEAM_OUT" == *"Galatasaray"* ]]; then
 fi
 
 echo "All V1 and V2 tests passed."
-exit 0
\ No newline at end of file
+exit 0

From 42b7cda069db9658ae726265405ea382887d146d Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 10:47:02 +0300
Subject: [PATCH 12/25] Update problem.json

---
 problems/miniscoreboard/problem.json | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/problems/miniscoreboard/problem.json b/problems/miniscoreboard/problem.json
index 0ff06c5b..96460376 100644
--- a/problems/miniscoreboard/problem.json
+++ b/problems/miniscoreboard/problem.json
@@ -3,11 +3,11 @@
   "binary_name": "miniscore",
   "v1_spec": "SPEC-v1.txt",
   "v1_test": "test-v1.sh",
-  "v1_prompt": "Implement {{binary_name}} as described in SPEC-v1.txt using {{language}}. The solution must be a standalone executable script (e.g., with a shebang and proper permissions). Use only standard libraries. Handle 'init' and 'add-match' commands with exact output matching. Verification: bash test-v1.sh",
+  "v1_prompt": "Implement {{binary_name}} as described in SPEC-v1.txt. Use standard libraries. Verification: bash test-v1.sh",
   "v2_spec": "SPEC-v2.txt",
   "v2_test": "test-v2.sh",
-  "v2_prompt": "Extend the existing {{binary_name}} implementation in {{language}} to support 'history' and 'team' commands according to SPEC-v2.txt. Maintain strict output formatting and error handling. Verification: bash test-v2.sh",
+  "v2_prompt": "Extend {{binary_name}} to support 'history' and 'team' commands according to SPEC-v2.txt. Verification: bash test-v2.sh",
   "v3_spec": "SPEC-v3.txt",
   "v3_test": "test-v3.sh",
-  "v3_prompt": "Finalize the {{binary_name}} suite in {{language}} by implementing 'leaderboard', 'summary', and 'export' commands as defined in SPEC-v3.txt. Ensure complex logic for point calculation (3/1/0) and sorting in leaderboard is correct. Verification: bash test-v3.sh"
+  "v3_prompt": "Finalize {{binary_name}} with 'leaderboard', 'summary', and 'export' as defined in SPEC-v3.txt. Verification: bash test-v3.sh"
 }
\ No newline at end of file

From bc38ae3c38885ae2b9846e44aa1f0a8abd05d0dc Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 11:26:21 +0300
Subject: [PATCH 13/25] Delete README.md

---
 problems/miniscoreboard/README.md | 40 -------------------------------
 1 file changed, 40 deletions(-)
 delete mode 100644 problems/miniscoreboard/README.md

diff --git a/problems/miniscoreboard/README.md b/problems/miniscoreboard/README.md
deleted file mode 100644
index 3301034b..00000000
--- a/problems/miniscoreboard/README.md
+++ /dev/null
@@ -1,40 +0,0 @@
-# 🏆 miniscoreboard Benchmark Problem
-
-A command-line sports match management system designed for benchmarking AI efficiency in data persistence, filtering, and analytical processing.
-
-## 🚀 Version Evolution
-
-### Version 1 (V1)
-- **Focus**: Basic Persistence & Shell commands.
-- **Commands**: `init`, `add-match`.
-- **Infrastructure**: Data stored in `.miniscore/matches.dat` (Pipe-separated format).
-
-### Version 2 (V2)
-- **Focus**: Data Retrieval & Filtering.
-- **Commands**: `history` (list all), `team <name>` (filter matches for a specific team).
-- **Validation**: Added basic error handling for reserved characters and data types.
-
-### Version 3 (V3)
-- **Focus**: Analytical Logic & Data Portability.
-- **Commands**: 
-    - `leaderboard`: Calculates league standings using 3-1-0 point system. Complex sorting (Points > GD > GF).
-    - `summary`: High-level league statistics (Average goals, match counts).
-    - `export`: Serializes match data into `matches.json`.
-- **Determinism**: Added `DETERMINISM RULES` to ensure consistent AI behavior across trials.
-
----
-
-## 🧪 Running Benchmarks
-
-```bash
-# Dry run
-bin/which-language run gemini miniscoreboard --lang python --trials 1 --dry-run
-
-# Real trial
-bin/which-language run gemini miniscoreboard --lang python --trials 1
-```
-
-## 📊 Evaluation Metrics
-- **Pass Rate**: Ability to implement complex sorting logic correctly.
-- **LOC**: Conciseness in handling file I/O vs processing.
-- **Time/Cost**: Efficiency of the generation turns.

From 93ecfa65c109ff562ef1f2e1427a428d61dd62f9 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 11:26:31 +0300
Subject: [PATCH 14/25] Delete plan.md

---
 problems/miniscoreboard/plan.md | 20 --------------------
 1 file changed, 20 deletions(-)
 delete mode 100644 problems/miniscoreboard/plan.md

diff --git a/problems/miniscoreboard/plan.md b/problems/miniscoreboard/plan.md
deleted file mode 100644
index a10af013..00000000
--- a/problems/miniscoreboard/plan.md
+++ /dev/null
@@ -1,20 +0,0 @@
-# Development Plan - miniscoreboard
-
-This document outlines the evolutionary steps of the miniscoreboard project, focusing on a structured progression from basic data entry to advanced analytics.
-
-## Phase 1: Core Foundation (V1) - [DONE]
-- [x] Establish project directory structure (.miniscore/).
-- [x] Implement `init` command for environment setup.
-- [x] Implement `add-match` for atomic data entry.
-- [x] Ensure basic file I/O operations for `matches.dat`.
-
-## Phase 2: Data Retrieval (V2) - [DONE]
-- [x] Implement `history` command to list all matches.
-- [x] Implement `team` command for filtered search.
-- [x] Enforce stable formatting for CLI output.
-
-## Phase 3: Analytics & Portability (V3) - [CURRENT]
-- [x] **Leaderboard System:** Develop a multi-tier sorting algorithm (Points > GD > GF > Alphabetical).
-- [x] **League Summary:** Global calculation of match count, team count, and scoring averages.
-- [x] **Data Export:** Build a JSON serializer to allow third-party tool integration.
-- [x] **Deterministic Testing:** Ensure `test-v3.sh` yields 100% consistent results.

From c4bcf8c4138d270239a2ea7ee2997e7635aa3b44 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 11:26:41 +0300
Subject: [PATCH 15/25] Delete walkthrough.md

---
 problems/miniscoreboard/walkthrough.md | 32 --------------------------
 1 file changed, 32 deletions(-)
 delete mode 100644 problems/miniscoreboard/walkthrough.md

diff --git a/problems/miniscoreboard/walkthrough.md b/problems/miniscoreboard/walkthrough.md
deleted file mode 100644
index 5c9f95f3..00000000
--- a/problems/miniscoreboard/walkthrough.md
+++ /dev/null
@@ -1,32 +0,0 @@
-# Walkthrough - V3 Implementation Details
-
-This document provides a technical overview of the changes introduced in the V3 upgrade of `miniscoreboard`.
-
-## Technical Achievements
-
-### 1. Advanced Leaderboard Logic
-The core challenge of V3 was the `leaderboard` command. It requires a stable sorting mechanism to handle league standings correctly.
-- **Sorting Priority:** The implementation uses a descending sort on Points, followed by Goal Difference (GD), then Goals For (GF). 
-- **Tie-Breaking:** To ensure determinism (a key project requirement), if all stats are equal, the system falls back to an alphabetical sort by Team Name.
-- **Implementation:** Leveraged Python's `sorted()` with a multi-key lambda function for efficiency.
-
-### 2. Statistical Analytics (Summary)
-The `summary` command provides a snapshot of the league's health.
-- It dynamically calculates the number of unique teams and total goals.
-- It formats the average goals per match to exactly **2 decimal places**, ensuring compliance with the `SPEC-v3.txt` requirements.
-
-### 3. Data Portability (Export)
-The `export` feature bridge the gap between human-readable `.dat` files and machine-readable `.json` formats.
-- All match data is serialized into a structured JSON array.
-- The output is stored in `.miniscore/matches.json`, facilitating easy import into web dashboards or spreadsheets.
-
-## Verification & Testing
-The implementation was rigorously tested using the `test-v3.sh` suite.
-- **Test Results:** 7/7 Tests Passed.
-- **Edge Cases Handled:**
-    - Requesting a leaderboard with an empty history prints a user-friendly error.
-    - Handling ties in the leaderboard shows consistent ranking orders.
-    - JSON export overwrites previous exports to keep data fresh.
-
-## Project Context
-Following the **Vibe Coding** philosophy, the architecture focuses on system-level reliability and clean documentation, allowing AI agents and human contributors to understand the codebase instantly.

From ce5fb6e61a76eb1e633c4af3f4f84616c2fdf785 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 11:27:57 +0300
Subject: [PATCH 16/25] Delete test-v3.sh

---
 problems/miniscoreboard/test-v3.sh | 82 ------------------------------
 1 file changed, 82 deletions(-)
 delete mode 100644 problems/miniscoreboard/test-v3.sh

diff --git a/problems/miniscoreboard/test-v3.sh b/problems/miniscoreboard/test-v3.sh
deleted file mode 100644
index ae239719..00000000
--- a/problems/miniscoreboard/test-v3.sh
+++ /dev/null
@@ -1,82 +0,0 @@
-#!/usr/bin/env bash
-# V3 Test Suite for miniscoreboard
-
-BINARY="./miniscore.py"
-DB_DIR=".miniscore"
-DB_FILE="$DB_DIR/matches.dat"
-
-# Helper for cleanup
-cleanup() {
-    rm -rf "$DB_DIR"
-}
-
-# Helper for reporting
-pass_count=0
-fail_count=0
-
-assert_output() {
-    local cmd=$1
-    local expected=$2
-    local name=$3
-    
-    output=$($cmd 2>&1)
-    if [[ "$output" == *"$expected"* ]]; then
-        echo "PASS: $name"
-        pass_count=$((pass_count + 1))
-    else
-        echo "FAIL: $name"
-        echo "  Expected: $expected"
-        echo "  Actual:   $output"
-        fail_count=$((fail_count + 1))
-    fi
-}
-
-cleanup
-
-echo "--- Testing V1 Core ---"
-assert_output "python3 $BINARY init" "Created .miniscore/ directory" "Init success"
-assert_output "python3 $BINARY init" "Already initialized" "Init idempotency"
-
-echo "--- Testing V1 add-match ---"
-python3 $BINARY add-match SuperLig W1 2026-04-01 GS 2 FB 1 > /dev/null
-python3 $BINARY add-match SuperLig W1 2026-04-01 BJK 0 TS 0 > /dev/null
-assert_output "python3 $BINARY add-match SuperLig W2 2026-04-08 FB 1 BJK 0" "Added match #3" "Add match #3"
-
-echo "--- Testing V2 history & team ---"
-assert_output "python3 $BINARY history" "[1] GS 2 - 1 FB" "History check"
-assert_output "python3 $BINARY team FB" "GS 2 - 1 FB" "Team filter GS"
-assert_output "python3 $BINARY team FB" "FB 1 - 0 BJK" "Team filter FB"
-
-echo "--- Testing V3 leaderboard ---"
-# GS: 1W (3pts), 2GF, 1GA, +1
-# FB: 1W, 1L (3pts), 2GF, 2GA, 0
-# TS: 1D (1pts), 0GF, 0GA, 0
-# BJK: 1D, 1L (1pts), 0GF, 1GA, -1
-assert_output "python3 $BINARY leaderboard" "[1] GS: 3 pts" "Leaderboard Rank 1"
-assert_output "python3 $BINARY leaderboard" "[2] FB: 3 pts" "Leaderboard Rank 2"
-
-echo "--- Testing V3 summary ---"
-assert_output "python3 $BINARY summary" "Total Teams: 4" "Summary Teams"
-assert_output "python3 $BINARY summary" "Total Matches: 3" "Summary Matches"
-assert_output "python3 $BINARY summary" "Total Goals: 4" "Summary Goals"
-
-echo "--- Testing V3 export ---"
-assert_output "python3 $BINARY export" "Exported 3 matches" "Export command"
-if [ -f "$DB_DIR/matches.json" ]; then
-    echo "PASS: Export file exists"
-    pass_count=$((pass_count + 1))
-else
-    echo "FAIL: Export file missing"
-    fail_count=$((fail_count + 1))
-fi
-
-echo ""
-echo "PASSED: $pass_count"
-echo "FAILED: $fail_count"
-echo "TOTAL:  $((pass_count + fail_count))"
-
-if [ $fail_count -eq 0 ]; then
-    exit 0
-else
-    exit 1
-fi

From de2032153be903abf70beba6853b520373247a78 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 11:28:03 +0300
Subject: [PATCH 17/25] Delete SPEC-v3.txt

---
 problems/miniscoreboard/SPEC-v3.txt | 71 -----------------------------
 1 file changed, 71 deletions(-)
 delete mode 100644 problems/miniscoreboard/SPEC-v3.txt

diff --git a/problems/miniscoreboard/SPEC-v3.txt b/problems/miniscoreboard/SPEC-v3.txt
deleted file mode 100644
index c99c6635..00000000
--- a/problems/miniscoreboard/SPEC-v3.txt
+++ /dev/null
@@ -1,71 +0,0 @@
-PROJECT: miniscoreboard
-AUTHOR: Utkuhan Akar (V3 Upgrade) (251478036)
---------------------------------------------
-VERSION: v3
-DATE: 2026-04-20
-
-========================================
-OVERVIEW
-========================================
-
-miniscoreboard is a command-line sports match management tool.
-V3 adds advanced analytics, league standings, and data portability.
-
-All infrastructure and V1/V2 commands remain mandatory.
-- init
-- add-match
-- history
-- team
-
-========================================
-NEW COMMANDS (V3)
-========================================
-
---- leaderboard ---
-Usage: python miniscore.py leaderboard
-Calculates points for all teams recorded in matches.dat.
-- Win: 3 points
-- Draw: 1 point
-- Loss: 0 points
-
-Output Format:
-Sorted by Points (Descending), then GD (Goal Difference), then GF (Goals For).
-[Rank] Team: Pts (W-D-L) GF-GA GD
-
-Example Output:
-[1] GALATASARAY: 6 pts (2-0-0) 5-1 +4
-[2] FENERBAHCE: 3 pts (1-0-1) 3-2 +1
-[3] BESIKTAS: 0 pts (0-0-2) 1-6 -5
-
-If no matches exist, print "History is empty."
-
---- summary ---
-Usage: python miniscore.py summary
-Overview of league activity.
-
-Output Format:
-Total Teams: <Count>
-Total Matches: <Count>
-Total Goals: <Count>
-Average Goals/Match: <Avg> (Fixed to 2 decimal places)
-
---- export ---
-Usage: python miniscore.py export
-Converts matches.dat into a JSON file named .miniscore/matches.json.
-Prints "Exported <Count> matches to .miniscore/matches.json"
-
-========================================
-DETERMINISM RULES
-========================================
-
-- Tool must never produce timestamps or random IDs in outputs unless specified.
-- Sorting in leaderboard must be stable. If two teams are equal in Pts, GD, and GF, sort alphabetically by Team Name.
-- Output formatting (spaces, case) must exactly match the examples.
-
-========================================
-ERROR HANDLING
-========================================
-
-- Inherit all V1/V2 error cases.
-- If export fails due to permissions: print "Error: Could not write export file."
-- If leaderboard is requested with 0 matches: print "History is empty."

From ee0778ea0a8d60555d0f74d5a5336479a7d64005 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 11:28:21 +0300
Subject: [PATCH 18/25] Update problem.json

---
 problems/miniscoreboard/problem.json | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/problems/miniscoreboard/problem.json b/problems/miniscoreboard/problem.json
index 96460376..4b85047b 100644
--- a/problems/miniscoreboard/problem.json
+++ b/problems/miniscoreboard/problem.json
@@ -6,8 +6,5 @@
   "v1_prompt": "Implement {{binary_name}} as described in SPEC-v1.txt. Use standard libraries. Verification: bash test-v1.sh",
   "v2_spec": "SPEC-v2.txt",
   "v2_test": "test-v2.sh",
-  "v2_prompt": "Extend {{binary_name}} to support 'history' and 'team' commands according to SPEC-v2.txt. Verification: bash test-v2.sh",
-  "v3_spec": "SPEC-v3.txt",
-  "v3_test": "test-v3.sh",
-  "v3_prompt": "Finalize {{binary_name}} with 'leaderboard', 'summary', and 'export' as defined in SPEC-v3.txt. Verification: bash test-v3.sh"
+  "v2_prompt": "Extend {{binary_name}} to support 'history' and 'team' commands according to SPEC-v2.txt. Verification: bash test-v2.sh"
 }
\ No newline at end of file

From acba9b6cad61022db6f9460f6d17934f952b35e9 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 11:37:35 +0300
Subject: [PATCH 19/25] Update SPEC-v2.txt

---
 problems/miniscoreboard/SPEC-v2.txt | 57 +++++++++++------------------
 1 file changed, 22 insertions(+), 35 deletions(-)

diff --git a/problems/miniscoreboard/SPEC-v2.txt b/problems/miniscoreboard/SPEC-v2.txt
index 2eec6b43..b735e934 100644
--- a/problems/miniscoreboard/SPEC-v2.txt
+++ b/problems/miniscoreboard/SPEC-v2.txt
@@ -8,58 +8,45 @@ OVERVIEW
 ========================================
 
 miniscoreboard is a command-line sports match management tool.
-It stores match records in a plain text file and supports
-initializing the system, adding new match results, viewing
-historical matches, and filtering by team.
-
-All data is persisted in a directory called .miniscore/
-in the current working directory.
+This version improves the system by adding data retrieval,
+filtering capabilities, and stronger validation rules.
 
 ========================================
-COMMANDS
+NEW FEATURES (V2 IMPROVEMENTS)
 ========================================
 
---- init ---
-Usage: python miniscore.py init
-Creates a .miniscore/ directory and an empty matches.dat file.
-If .miniscore/ already exists, prints "Already initialized".
+1. Match History Retrieval
+2. Team-based Filtering
+3. Input Validation Enhancements
 
---- add-match ---
-Usage: python miniscore.py add-match <League> <Week> <Date> <TeamA> <ScoreA> <TeamB> <ScoreB>
-Appends a new match to matches.dat.
-Each match has: id (auto-increment), league, week, date, teama, scorea, teamb, scoreb.
-Prints "Added match #<id>: [<League> - <Week>] <TeamA> <ScoreA> - <ScoreB> <TeamB> on <Date>"
+========================================
+COMMANDS
+========================================
 
 --- history ---
 Usage: python miniscore.py history
-Reads the .miniscore/matches.dat file and prints all matches.
-Format per line: [<ID>] <TeamA> <ScoreA> - <ScoreB> <TeamB> (<Date>)
+Lists all matches in the system.
 If no matches exist, prints "History is empty."
 
 --- team ---
 Usage: python miniscore.py team <TeamName>
-Filters matches and prints only the ones where <TeamName> played
-(either as TeamA or TeamB).
-Format per line: [<League> - <Week>] <TeamA> <ScoreA> - <ScoreB> <TeamB> (<Date>)
-If no matches are found, prints "No matches found for <TeamName>."
+Filters matches where the given team participated.
+If no matches found, prints "No matches found for <TeamName>."
 
 ========================================
-DATA FORMAT
+VALIDATION RULES
 ========================================
 
-File: .miniscore/matches.dat
-Format: One match per line, fields separated by |
-Example:
-1|SuperLig|W1|2026-04-01|GALATASARAY|2|FENERBAHCE|1
+- Input cannot contain '|'
+- Scores must be numeric and positive
+- Team names cannot be empty
+- A team cannot play against itself
 
 ========================================
-ERROR HANDLING
+IMPROVEMENT SUMMARY
 ========================================
 
-- Running any command before "init": print "Not initialized."
-- Invalid command: print "Unknown command: <command>"
-- Missing arguments: print "Usage: python miniscore.py <command> [args]"
-- Inputs containing '|': print "Error: The '|' character is reserved."
-- Non-numeric scores: print "Error: Scores must be positive numbers."
-- Empty team names: print "Error: Team names cannot be empty."
-- Team playing itself: print "Error: A team cannot play against itself." 
\ No newline at end of file
+Compared to V1:
+- System now supports reading stored data
+- Users can filter matches by team
+- Input errors are handled more strictly
\ No newline at end of file

From d7cfa672fad1de350ad3339989cce037e55be876 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 11:40:12 +0300
Subject: [PATCH 20/25] Update test-v1.sh

---
 problems/miniscoreboard/test-v1.sh | 30 +++++++++---------------------
 1 file changed, 9 insertions(+), 21 deletions(-)

diff --git a/problems/miniscoreboard/test-v1.sh b/problems/miniscoreboard/test-v1.sh
index 2f879f55..47f072e9 100644
--- a/problems/miniscoreboard/test-v1.sh
+++ b/problems/miniscoreboard/test-v1.sh
@@ -1,30 +1,18 @@
 #!/bin/bash
 
-# miniscoreboard v1 test script
-
 rm -rf .miniscore
 
-# Test 1: Init Command
+# Test 1: Init
 INIT_OUT=$(python3 miniscore.py init)
-if [[ "$INIT_OUT" != *"Initialized"* ]]; then
-    echo "FAIL: Init command did not work."
-    exit 1
-fi
+echo "$INIT_OUT" | grep -E "Initialized|Created" || exit 1
 
-# Test 2: Add Match Command
-ADD_OUT=$(python3 miniscore.py add-match SuperLig W1 2026-03-31 Galatasaray 2 Fenerbahce 1)
-if [[ "$ADD_OUT" != *"Added match #1"* ]]; then
-    echo "FAIL: Add match command did not work correctly."
-    exit 1
-fi
+# Test 2: Add Match
+ADD_OUT=$(python3 miniscore.py add-match SuperLig W1 2026-03-31 GS 2 FB 1)
+echo "$ADD_OUT" | grep "Added match #1" || exit 1
 
-# Test 3: Validation (Clone Match)
+# Test 3: Validation (same team)
 CLONE_OUT=$(python3 miniscore.py add-match SuperLig W1 2026-03-31 GS 2 GS 1)
-if [[ "$CLONE_OUT" != *"Error"* ]]; then
-    echo "FAIL: Security validation failed for clone teams."
-    exit 1
-fi
-
-echo "All V1 tests passed."
-exit 0
+echo "$CLONE_OUT" | grep "Error" || exit 1
 
+echo "All V1 tests passed"
+exit 0
\ No newline at end of file

From cf838732f0b8deec268091d81f2c7f146fd456a2 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 11:40:27 +0300
Subject: [PATCH 21/25] Update test-v2.sh

---
 problems/miniscoreboard/test-v2.sh | 79 +++++++++++++++---------------
 1 file changed, 39 insertions(+), 40 deletions(-)

diff --git a/problems/miniscoreboard/test-v2.sh b/problems/miniscoreboard/test-v2.sh
index b6352794..e4c9ccba 100644
--- a/problems/miniscoreboard/test-v2.sh
+++ b/problems/miniscoreboard/test-v2.sh
@@ -1,50 +1,49 @@
 #!/bin/bash
 
-# miniscoreboard v2 test script (Includes V1 + V2 capabilities)
-
 rm -rf .miniscore
 
-# --- V1 COMMAND TESTS ---
+# --- SETUP ---
+python3 miniscore.py init
 
-# Test 1: Init Command
-INIT_OUT=$(python3 miniscore.py init)
-if [[ "$INIT_OUT" != *"Initialized"* ]]; then
-    echo "FAIL: Init command did not work."
-    exit 1
-fi
+python3 miniscore.py add-match SuperLig W1 2026-04-01 GS 2 FB 1 > /dev/null
+python3 miniscore.py add-match SuperLig W2 2026-04-07 BJK 3 TS 0 > /dev/null
+python3 miniscore.py add-match SuperLig W3 2026-04-10 FB 1 BJK 1 > /dev/null
 
-# Test 2: Add Match Command
-ADD_OUT=$(python3 miniscore.py add-match SuperLig W1 2026-04-01 Galatasaray 2 Fenerbahce 1)
-if [[ "$ADD_OUT" != *"Added match #1"* ]]; then
-    echo "FAIL: Add match command did not work correctly."
-    exit 1
-fi
+# --- V1 TESTS ---
+ADD_CHECK=$(python3 miniscore.py add-match SuperLig W4 2026-04-11 TS 2 GS 0)
+echo "$ADD_CHECK" | grep "Added match #4" || exit 1
 
-# Test 3: Validation (Clone Match)
-CLONE_OUT=$(python3 miniscore.py add-match SuperLig W1 2026-04-01 GS 2 GS 1)
-if [[ "$CLONE_OUT" != *"Error"* ]]; then
-    echo "FAIL: Security validation failed for clone teams."
-    exit 1
-fi
+# --- V2 TESTS ---
 
-# --- V2 COMMAND TESTS ---
+# History
+HIST=$(python3 miniscore.py history)
+echo "$HIST" | grep "GS" || exit 1
+echo "$HIST" | grep "BJK" || exit 1
 
-# Add more data for V2 filtering tests
-python3 miniscore.py add-match SuperLig W2 2026-04-07 BJK 3 TS 0 > /dev/null
+# Team filter
+TEAM=$(python3 miniscore.py team BJK)
+echo "$TEAM" | grep "TS" || exit 1
+
+# Validation
+INVALID=$(python3 miniscore.py add-match SuperLig W5 2026-04-12 GS 2 GS 1)
+echo "$INVALID" | grep "Error" || exit 1
+
+# --- ADVANCED (SENİN V3 = HOCANIN V2) ---
+
+# Leaderboard
+LB=$(python3 miniscore.py leaderboard)
+echo "$LB" | grep "\[1\]" || exit 1
+
+# Summary
+SUM=$(python3 miniscore.py summary)
+echo "$SUM" | grep "Total Matches" || exit 1
+
+# Export
+EXP=$(python3 miniscore.py export)
+echo "$EXP" | grep "Exported" || exit 1
+
+# File check
+[ -f ".miniscore/matches.json" ] || exit 1
 
-# Test 4: History Command
-HIST_OUT=$(python3 miniscore.py history)
-if [[ "$HIST_OUT" != *"Galatasaray"* ]] || [[ "$HIST_OUT" != *"BJK"* ]]; then
-    echo "FAIL: History command did not list all matches."
-    exit 1
-fi
-
-# Test 5: Team Filter Command
-TEAM_OUT=$(python3 miniscore.py team BJK)
-if [[ "$TEAM_OUT" != *"TS"* ]] || [[ "$TEAM_OUT" == *"Galatasaray"* ]]; then
-    echo "FAIL: Team command filtering is broken."
-    exit 1
-fi
-
-echo "All V1 and V2 tests passed."
-exit 0
+echo "All V1 + V2 (enhanced) tests passed"
+exit 0
\ No newline at end of file

From 84cb4ab23999a9e5264e038741768eaa811f6dba Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 11:45:09 +0300
Subject: [PATCH 22/25] Update test-v2.sh

---
 problems/miniscoreboard/test-v2.sh | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/problems/miniscoreboard/test-v2.sh b/problems/miniscoreboard/test-v2.sh
index e4c9ccba..0e5d47d3 100644
--- a/problems/miniscoreboard/test-v2.sh
+++ b/problems/miniscoreboard/test-v2.sh
@@ -1,5 +1,7 @@
 #!/bin/bash
 
+set -e
+
 rm -rf .miniscore
 
 # --- SETUP ---

From 69c59a78e27c6f3b8a34559d14e497ec8a497890 Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 11:45:29 +0300
Subject: [PATCH 23/25] Update test-v1.sh

---
 problems/miniscoreboard/test-v1.sh | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/problems/miniscoreboard/test-v1.sh b/problems/miniscoreboard/test-v1.sh
index 47f072e9..f2ee7bc9 100644
--- a/problems/miniscoreboard/test-v1.sh
+++ b/problems/miniscoreboard/test-v1.sh
@@ -1,5 +1,7 @@
 #!/bin/bash
 
+set -e
+
 rm -rf .miniscore
 
 # Test 1: Init

From 512d8f50f6eac15c21cf6f6341e167df63db63eb Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 11:47:13 +0300
Subject: [PATCH 24/25] Update test-v1.sh

---
 problems/miniscoreboard/test-v1.sh | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/problems/miniscoreboard/test-v1.sh b/problems/miniscoreboard/test-v1.sh
index f2ee7bc9..5d5be5a7 100644
--- a/problems/miniscoreboard/test-v1.sh
+++ b/problems/miniscoreboard/test-v1.sh
@@ -1,20 +1,19 @@
 #!/bin/bash
-
 set -e
 
 rm -rf .miniscore
 
 # Test 1: Init
 INIT_OUT=$(python3 miniscore.py init)
-echo "$INIT_OUT" | grep -E "Initialized|Created" || exit 1
+echo "$INIT_OUT" | grep -E "Initialized|Created" >/dev/null || exit 1
 
 # Test 2: Add Match
 ADD_OUT=$(python3 miniscore.py add-match SuperLig W1 2026-03-31 GS 2 FB 1)
-echo "$ADD_OUT" | grep "Added match #1" || exit 1
+echo "$ADD_OUT" | grep "Added match #1" >/dev/null || exit 1
 
 # Test 3: Validation (same team)
 CLONE_OUT=$(python3 miniscore.py add-match SuperLig W1 2026-03-31 GS 2 GS 1)
-echo "$CLONE_OUT" | grep "Error" || exit 1
+echo "$CLONE_OUT" | grep "Error" >/dev/null || exit 1
 
 echo "All V1 tests passed"
 exit 0
\ No newline at end of file

From 8f00758c23eb8cfed7a5c9f74485fa216b6422af Mon Sep 17 00:00:00 2001
From: Utkuhan Akar <249804008+utkuhanakar@users.noreply.github.com>
Date: Tue, 21 Apr 2026 11:47:42 +0300
Subject: [PATCH 25/25] Update test-v2.sh

---
 problems/miniscoreboard/test-v2.sh | 19 +++++++++----------
 1 file changed, 9 insertions(+), 10 deletions(-)

diff --git a/problems/miniscoreboard/test-v2.sh b/problems/miniscoreboard/test-v2.sh
index 0e5d47d3..1913f7a3 100644
--- a/problems/miniscoreboard/test-v2.sh
+++ b/problems/miniscoreboard/test-v2.sh
@@ -1,5 +1,4 @@
 #!/bin/bash
-
 set -e
 
 rm -rf .miniscore
@@ -13,36 +12,36 @@ python3 miniscore.py add-match SuperLig W3 2026-04-10 FB 1 BJK 1 > /dev/null
 
 # --- V1 TESTS ---
 ADD_CHECK=$(python3 miniscore.py add-match SuperLig W4 2026-04-11 TS 2 GS 0)
-echo "$ADD_CHECK" | grep "Added match #4" || exit 1
+echo "$ADD_CHECK" | grep "Added match #4" >/dev/null || exit 1
 
 # --- V2 TESTS ---
 
 # History
 HIST=$(python3 miniscore.py history)
-echo "$HIST" | grep "GS" || exit 1
-echo "$HIST" | grep "BJK" || exit 1
+echo "$HIST" | grep "GS" >/dev/null || exit 1
+echo "$HIST" | grep "BJK" >/dev/null || exit 1
 
 # Team filter
 TEAM=$(python3 miniscore.py team BJK)
-echo "$TEAM" | grep "TS" || exit 1
+echo "$TEAM" | grep "TS" >/dev/null || exit 1
 
 # Validation
 INVALID=$(python3 miniscore.py add-match SuperLig W5 2026-04-12 GS 2 GS 1)
-echo "$INVALID" | grep "Error" || exit 1
+echo "$INVALID" | grep "Error" >/dev/null || exit 1
 
-# --- ADVANCED (SENİN V3 = HOCANIN V2) ---
+# --- ADVANCED ---
 
 # Leaderboard
 LB=$(python3 miniscore.py leaderboard)
-echo "$LB" | grep "\[1\]" || exit 1
+echo "$LB" | grep "\[1\]" >/dev/null || exit 1
 
 # Summary
 SUM=$(python3 miniscore.py summary)
-echo "$SUM" | grep "Total Matches" || exit 1
+echo "$SUM" | grep "Total Matches" >/dev/null || exit 1
 
 # Export
 EXP=$(python3 miniscore.py export)
-echo "$EXP" | grep "Exported" || exit 1
+echo "$EXP" | grep "Exported" >/dev/null || exit 1
 
 # File check
 [ -f ".miniscore/matches.json" ] || exit 1