diff --git a/.kilo/agents/agent-architect.md b/.kilo/agents/agent-architect.md
index 0528ce5..b5b0ed0 100644
--- a/.kilo/agents/agent-architect.md
+++ b/.kilo/agents/agent-architect.md
@@ -61,9 +61,9 @@ Grant only required permissions:
 
 ### Appropriate Models
 Choose cost-effective models:
-- Complex reasoning: anthropic/claude-sonnet-4-20250514
-- Code generation: openrouter/deepseek/deepseek-r1
-- Analysis: openrouter/openai/gpt-oss-120b
+- Complex reasoning: ollama-cloud/gpt-oss:120b
+- Code generation: ollama-cloud/qwen3-coder:480b
+- Analysis: ollama-cloud/gpt-oss:120b
 - Simple tasks: qwen/qwen3.6-plus:free
 
 ## Creation Process
diff --git a/scripts/run-pipeline-test.sh b/scripts/run-pipeline-test.sh
new file mode 100755
index 0000000..5635af0
--- /dev/null
+++ b/scripts/run-pipeline-test.sh
@@ -0,0 +1,168 @@
+#!/bin/bash
+# Autonomous Pipeline Test Runner
+# Runs complete system test for all agents, workflows, and skills
+
+echo "╔══════════════════════════════════════════════════════════════╗"
+echo "║     APAW Autonomous Pipeline - System Test Runner            ║"
+echo "╚══════════════════════════════════════════════════════════════╝"
+echo ""
+
+# Configuration
+GITEA_URL="https://git.softuniq.eu"
+API_URL="https://git.softuniq.eu/api/v1"
+OWNER="UniqueSoft"
+REPO="APAW"
+
+# Check for token
+if [ -z "$GITEA_TOKEN" ]; then
+    echo "❌ GITEA_TOKEN not set!"
+    echo "   Run: export GITEA_TOKEN=your_token"
+    exit 1
+fi
+
+# Colors
+GREEN='\033[0;32m'
+RED='\033[0;31m'
+YELLOW='\033[1;33m'
+BLUE='\033[0;34m'
+NC='\033[0m'
+
+# Test counters
+TESTS_PASSED=0
+TESTS_FAILED=0
+TESTS_TOTAL=0
+
+# Function to run test
+run_test() {
+    local test_name="$1"
+    local test_command="$2"
+    
+    TESTS_TOTAL=$((TESTS_TOTAL + 1))
+    
+    echo -e "${BLUE}▶ Testing: ${test_name}${NC}"
+    
+    if eval "$test_command" > /dev/null 2>&1; then
+        TESTS_PASSED=$((TESTS_PASSED + 1))
+        echo -e "  ${GREEN}✅ PASSED${NC}"
+        return 0
+    else
+        TESTS_FAILED=$((TESTS_FAILED + 1))
+        echo -e "  ${RED}❌ FAILED${NC}"
+        return 1
+    fi
+}
+
+echo "╔══════════════════════════════════════════════════════════════╗"
+echo "║                    PHASE 1: Agent Testing                     ║"
+echo "╚══════════════════════════════════════════════════════════════╝"
+echo ""
+
+# Test each agent file exists
+echo "Testing agent configurations..."
+for agent in orchestrator requirement-refiner history-miner system-analyst product-owner lead-developer frontend-developer sdet-engineer code-skeptic the-fixer performance-engineer security-auditor release-manager evaluator prompt-optimizer capability-analyst agent-architect markdown-validator; do
+    run_test "Agent file: $agent" "[ -f .kilo/agents/${agent}.md ]"
+done
+
+echo ""
+echo "Testing agent models..."
+# Check that no unavailable models are used (anthropic, openai direct)
+run_test "No unavailable models" "! grep -r 'model:.*anthropic' .kilo/agents/ 2>/dev/null"
+
+echo ""
+echo "╔══════════════════════════════════════════════════════════════╗"
+echo "║                 PHASE 2: Commands Testing                   ║"
+echo "╚══════════════════════════════════════════════════════════════╝"
+echo ""
+
+for cmd in pipeline status evaluate plan ask debug code review review-watcher feature hotfix; do
+    run_test "Command: /$cmd" "[ -f .kilo/commands/${cmd}.md ]"
+done
+
+echo ""
+echo "╔══════════════════════════════════════════════════════════════╗"
+echo "║                  PHASE 3: Skills Testing                     ║"
+echo "╚══════════════════════════════════════════════════════════════╝"
+echo ""
+
+for skill in gitea scoped-labels fix-workflow; do
+    run_test "Skill: $skill" "[ -f .kilo/skills/${skill}/SKILL.md ]"
+done
+
+echo ""
+echo "╔══════════════════════════════════════════════════════════════╗"
+echo "║               PHASE 4: TypeScript Modules Testing            ║"
+echo "╚══════════════════════════════════════════════════════════════╝"
+echo ""
+
+for module in index workflow router evaluator git-ops gitea-client pipeline-runner prompt-loader types; do
+    run_test "Module: ${module}.ts" "[ -f src/kilocode/agent-manager/${module}.ts ]"
+done
+
+echo ""
+echo "╔══════════════════════════════════════════════════════════════╗"
+echo "║                  PHASE 5: Gitea Integration                  ║"
+echo "╚══════════════════════════════════════════════════════════════╝"
+echo ""
+
+# Test Gitea API connectivity
+echo "Testing Gitea API..."
+run_test "API connectivity" "curl -s '$API_URL/repos/$OWNER/$REPO' -H 'Authorization: token $GITEA_TOKEN' | grep -q '\"name\"'"
+
+# Test scoped labels
+echo ""
+echo "Testing scoped labels..."
+run_test "Status labels" "curl -s '$API_URL/repos/$OWNER/$REPO/labels' -H 'Authorization: token $GITEA_TOKEN' | grep -q 'status::new'"
+run_test "Priority labels" "curl -s '$API_URL/repos/$OWNER/$REPO/labels' -H 'Authorization: token $GITEA_TOKEN' | grep -q 'priority::critical'"
+run_test "Type labels" "curl -s '$API_URL/repos/$OWNER/$REPO/labels' -H 'Authorization: token $GITEA_TOKEN' | grep -q 'type::feature'"
+
+echo ""
+echo "╔══════════════════════════════════════════════════════════════╗"
+echo "║                  PHASE 6: Pipeline Flow Test                 ║"
+echo "╚══════════════════════════════════════════════════════════════╝"
+echo ""
+
+# Test workflow state machine
+echo "Testing workflow transitions..."
+run_test "Workflow graph" "[ -f src/kilocode/agent-manager/workflow.ts ]"
+run_test "Router" "[ -f src/kilocode/agent-manager/router.ts ]"
+run_test "Pipeline runner" "[ -f src/kilocode/agent-manager/pipeline-runner.ts ]"
+
+echo ""
+echo "╔══════════════════════════════════════════════════════════════╗"
+echo "║                PHASE 7: Autonomous Components                 ║"
+echo "╚══════════════════════════════════════════════════════════════╝"
+echo ""
+
+run_test "Capability analyst" "[ -f .kilo/agents/capability-analyst.md ]"
+run_test "Agent architect" "[ -f .kilo/agents/agent-architect.md ]"
+run_test "Review watcher" "[ -f .kilo/commands/review-watcher.md ]"
+run_test "Fix workflow" "[ -f .kilo/skills/fix-workflow/SKILL.md ]"
+
+echo ""
+echo "╔══════════════════════════════════════════════════════════════╗"
+echo "║                     TEST RESULTS SUMMARY                     ║"
+echo "╚══════════════════════════════════════════════════════════════╝"
+echo ""
+
+echo "Total Tests: ${TESTS_TOTAL}"
+echo -e "Passed:      ${GREEN}${TESTS_PASSED}${NC}"
+echo -e "Failed:      ${RED}${TESTS_FAILED}${NC}"
+echo ""
+
+if [ $TESTS_FAILED -eq 0 ]; then
+    echo -e "${GREEN}✅ ALL TESTS PASSED${NC}"
+    echo ""
+    echo "System is ready for autonomous operation!"
+    echo ""
+    echo "Next steps:"
+    echo "  1. Run: ./scripts/run-pipeline-test.sh  (or /pipeline 5 in KiloCode)"
+    echo "  2. Test individual agents: @agent-name <task>"
+    echo "  3. View milestone: https://git.softuniq.eu/${OWNER}/${REPO}/milestone/43"
+    echo ""
+    exit 0
+else
+    echo -e "${RED}❌ SOME TESTS FAILED${NC}"
+    echo ""
+    echo "Please fix the issues above before running pipeline."
+    exit 1
+fi
\ No newline at end of file