EntityProcess
diff --git a/‎.agentv/targets.yaml‎
Lines changed: 15 additions & 11 deletions b/‎.agentv/targets.yaml‎
Lines changed: 15 additions & 11 deletions
diff --git a/‎.github/workflows/evals.yml‎
Lines changed: 45 additions & 17 deletions b/‎.github/workflows/evals.yml‎
Lines changed: 45 additions & 17 deletions
diff --git a/‎apps/cli/src/commands/eval/run-eval.ts‎
Lines changed: 51 additions & 25 deletions b/‎apps/cli/src/commands/eval/run-eval.ts‎
Lines changed: 51 additions & 25 deletions
diff --git a/‎apps/cli/src/commands/eval/shared.ts‎
Lines changed: 19 additions & 1 deletion b/‎apps/cli/src/commands/eval/shared.ts‎
Lines changed: 19 additions & 1 deletion
diff --git a/‎apps/cli/src/commands/eval/targets.ts‎
Lines changed: 53 additions & 18 deletions b/‎apps/cli/src/commands/eval/targets.ts‎
Lines changed: 53 additions & 18 deletions
diff --git a/‎evals/agentic-engineering/agent-plugin-review.eval.yaml‎
Lines changed: 1 addition & 3 deletions b/‎evals/agentic-engineering/agent-plugin-review.eval.yaml‎
Lines changed: 1 addition & 3 deletions
diff --git a/‎examples/features/agent-skills-evals/.agentv/targets.yaml‎
Lines changed: 0 additions & 3 deletions b/‎examples/features/agent-skills-evals/.agentv/targets.yaml‎
Lines changed: 0 additions & 3 deletions
@@ -6,21 +6,25 @@
 # grader_target so eval execution and grading use separate models.
 
 targets:
-  # ── Grader (LLM-as-judge) ──────────────────────────────────────────
-  # "default" is an alias so example evals with `target: default` work.
+  # ── Default target (use) ───────────────────────────────────────────
+  # Evals without an explicit target resolve to "default". The use
+  # redirects to a named target, controlled via AGENT_TARGET env var.
+  # One env var switches the entire provider config (auth, model, etc.).
+  # Example: AGENT_TARGET=copilot-cli  or  AGENT_TARGET=claude
   - name: default
-    provider: openai
-    base_url: https://models.github.ai/inference/v1
-    api_key: ${{ GH_MODELS_TOKEN }}
-    model: ${{ GH_MODELS_MODEL }}
+    use_target: ${{ AGENT_TARGET }}
+
+  # ── LLM target (text generation, no agent binary needed) ────────────
+  # Delegates to GRADER_TARGET — same provider used for grading and LLM evals.
+  - name: llm
+    use_target: ${{ GRADER_TARGET }}
 
+  # ── Grader (LLM-as-judge) ──────────────────────────────────────────
+  # Used by agent targets via grader_target. Switch provider via GRADER_TARGET.
   - name: grader
-    provider: openai
-    base_url: https://models.github.ai/inference/v1
-    api_key: ${{ GH_MODELS_TOKEN }}
-    model: ${{ GH_MODELS_MODEL }}
+    use_target: ${{ GRADER_TARGET }}
 
-  # ── Agent targets ──────────────────────────────────────────────────
+  # ── Named agent targets ───────────────────────────────────────────
   - name: copilot-cli
     provider: copilot-cli
     model: ${{ COPILOT_MODEL }}
 
@@ -6,11 +6,11 @@ on:
       suite_filter:
         description: "Comma-separated glob patterns for eval files to run"
         required: false
-        default: "evals/**/eval.yaml,examples/features/agent-skills-evals/multi-provider-skill-trigger.EVAL.yaml"
+        default: ""
       target:
-        description: "Target name from .agentv/targets.yaml"
+        description: "Optional target override (leave empty to use each eval's own target)"
         required: false
-        default: "copilot-cli"
+        default: ""
       threshold:
         description: "Minimum score threshold (0-1)"
         required: false
@@ -26,29 +26,45 @@ jobs:
       models: read
     steps:
       - uses: actions/checkout@v4
+      - uses: actions/setup-node@v4
+        with:
+          node-version: 22
       - uses: ./.github/actions/setup-bun
 
       - name: Build
         run: bun run build
 
       - name: Install GitHub Copilot CLI
-        run: curl -fsSL https://gh.io/copilot-install | bash
+        run: npm install -g @github/copilot
+
+      - name: Install Pi CLI
+        run: npm install -g @mariozechner/pi-coding-agent || echo "pi-cli install failed (non-fatal)"
+
+      - name: Install uv (Python package manager)
+        run: curl -LsSf https://astral.sh/uv/install.sh | sh
 
       - name: Configure credentials
         run: |
           cat > .env <<EOF
           GH_MODELS_TOKEN=${{ secrets.COPILOT_PAT || secrets.GH_MODELS_TOKEN || secrets.GITHUB_TOKEN }}
           GH_MODELS_MODEL=${{ vars.GH_MODELS_MODEL || 'gpt-5-mini' }}
           COPILOT_MODEL=${{ vars.COPILOT_MODEL || 'gpt-5-mini' }}
+          AGENT_TARGET=${{ vars.AGENT_TARGET || 'copilot-cli' }}
+          GRADER_TARGET=${{ vars.GRADER_TARGET || 'openrouter' }}
+          GOOGLE_GENERATIVE_AI_API_KEY=${{ secrets.GOOGLE_GENERATIVE_AI_API_KEY }}
+          OPENROUTER_API_KEY=${{ secrets.OPENROUTER_API_KEY }}
+          OPENROUTER_MODEL=${{ vars.OPENROUTER_MODEL || 'openai/gpt-5.4-mini' }}
+          GEMINI_MODEL_NAME=${{ vars.GEMINI_MODEL_NAME || 'gemini-2.0-flash' }}
           EOF
 
       - name: Resolve inputs
         id: filter
-        env:
-          DEFAULT_PATTERNS: "evals/**/eval.yaml,examples/features/agent-skills-evals/multi-provider-skill-trigger.EVAL.yaml"
         run: |
-          echo "patterns=${{ github.event.inputs.suite_filter || vars.EVAL_PATTERNS || env.DEFAULT_PATTERNS }}" >> "$GITHUB_OUTPUT"
-          echo "target=${{ github.event.inputs.target || vars.EVAL_TARGET || 'copilot-cli' }}" >> "$GITHUB_OUTPUT"
+          PATTERNS="${{ github.event.inputs.suite_filter || vars.EVAL_PATTERNS }}"
+          EXCLUDES="${{ vars.EVAL_EXCLUDE_PATTERNS }}"
+          if [ -n "$EXCLUDES" ]; then PATTERNS="$PATTERNS,$EXCLUDES"; fi
+          echo "patterns=$PATTERNS" >> "$GITHUB_OUTPUT"
+          echo "target=${{ github.event.inputs.target || vars.EVAL_TARGET || '' }}" >> "$GITHUB_OUTPUT"
           echo "threshold=${{ github.event.inputs.threshold || '0.8' }}" >> "$GITHUB_OUTPUT"
 
       - name: Run AgentV evals
@@ -61,21 +77,31 @@ jobs:
 
           # Split comma-separated patterns into positional args
           IFS=',' read -ra PATTERNS <<< "${{ steps.filter.outputs.patterns }}"
+
+          # Build optional --target flag (empty = use each eval's own target)
+          TARGET_FLAG=()
+          if [ -n "${{ steps.filter.outputs.target }}" ]; then
+            TARGET_FLAG=(--target "${{ steps.filter.outputs.target }}")
+          fi
+
           bun apps/cli/dist/cli.js eval run "${PATTERNS[@]}" \
-            --targets .agentv/targets.yaml \
-            --target ${{ steps.filter.outputs.target }} \
-            --workers 1 \
+            "${TARGET_FLAG[@]}" \
+            --workers 3 \
             --threshold ${{ steps.filter.outputs.threshold }} \
-            -o .agentv/ci-results/junit.xml \
+            --output .agentv/ci-results/junit.xml \
             --benchmark-json .agentv/ci-results/benchmark.json \
-            --artifacts .agentv/ci-results/artifacts \
-            --verbose \
-            2>&1 | tee .agentv/ci-results/eval-output.log
+            --artifacts .agentv/ci-results/artifacts
+          EXIT_CODE=$?
 
-          echo "exit_code=${PIPESTATUS[0]}" >> "$GITHUB_OUTPUT"
+          echo "exit_code=$EXIT_CODE" >> "$GITHUB_OUTPUT"
+
+      - name: Post eval summary
+        if: always()
+        run: bun run scripts/ci-summary.ts .agentv/ci-results >> "$GITHUB_STEP_SUMMARY"
 
       - name: Publish JUnit test results
         if: always()
+        continue-on-error: true
         uses: dorny/test-reporter@v1
         with:
           name: AgentV Eval Results
@@ -88,7 +114,9 @@ jobs:
         uses: actions/upload-artifact@v4
         with:
           name: eval-results-${{ github.run_id }}
-          path: .agentv/ci-results/
+          path: |
+            .agentv/ci-results/
+            .agentv/logs/
           retention-days: 30
 
       - name: Fail if threshold not met
 
@@ -1210,31 +1210,57 @@ export async function runEvalCommand(
             return [];
           }
 
-          const result = await runSingleEvalFile({
-            testFilePath,
-            cwd,
-            repoRoot,
-            options,
-            outputWriter,
-            otelExporter,
-            cache,
-            evaluationRunner,
-            workersOverride: perFileWorkers,
-            yamlWorkers: targetPrep.yamlWorkers,
-            progressReporter,
-            seenEvalCases,
-            displayIdTracker,
-            selection,
-            inlineTargetLabel,
-            evalCases: applicableEvalCases,
-            trialsConfig: targetPrep.trialsConfig,
-            matrixMode: targetPrep.selections.length > 1,
-            totalBudgetUsd: targetPrep.totalBudgetUsd,
-            failOnError: targetPrep.failOnError,
-            threshold: resolvedThreshold,
-          });
-
-          return result.results;
+          try {
+            const result = await runSingleEvalFile({
+              testFilePath,
+              cwd,
+              repoRoot,
+              options,
+              outputWriter,
+              otelExporter,
+              cache,
+              evaluationRunner,
+              workersOverride: perFileWorkers,
+              yamlWorkers: targetPrep.yamlWorkers,
+              progressReporter,
+              seenEvalCases,
+              displayIdTracker,
+              selection,
+              inlineTargetLabel,
+              evalCases: applicableEvalCases,
+              trialsConfig: targetPrep.trialsConfig,
+              matrixMode: targetPrep.selections.length > 1,
+              totalBudgetUsd: targetPrep.totalBudgetUsd,
+              failOnError: targetPrep.failOnError,
+              threshold: resolvedThreshold,
+            });
+
+            return result.results;
+          } catch (fileError) {
+            // before_all or other setup failures should not abort the entire run.
+            // Mark all tests in this file as errors and continue with other files.
+            const message = fileError instanceof Error ? fileError.message : String(fileError);
+            console.error(`\n⚠ Eval file failed: ${path.basename(testFilePath)} — ${message}\n`);
+            const errorResults: EvaluationResult[] = applicableEvalCases.map((evalCase) => ({
+              timestamp: new Date().toISOString(),
+              testId: evalCase.id,
+              score: 0,
+              assertions: [],
+              output: [],
+              scores: [],
+              error: message,
+              executionStatus: 'execution_error' as const,
+              failureStage: 'setup' as const,
+              failureReasonCode: 'setup_error' as const,
+              durationMs: 0,
+              tokenUsage: { input: 0, output: 0, inputTokens: 0, outputTokens: 0 },
+              target: selection.targetName,
+            }));
+            for (const errResult of errorResults) {
+              await outputWriter.append(errResult);
+            }
+            return errorResults;
+          }
         }),
       );
       for (const results of targetResults) {
 
@@ -9,10 +9,26 @@ export async function resolveEvalPaths(evalPaths: string[], cwd: string): Promis
     throw new Error('No eval paths provided.');
   }
 
+  // Separate negation patterns (!glob) from include patterns.
+  // Negation patterns are passed to fast-glob as `ignore`.
+  const includePatterns: string[] = [];
+  const ignorePatterns: string[] = [];
+  for (const input of normalizedInputs) {
+    if (input.startsWith('!')) {
+      ignorePatterns.push(input.slice(1));
+    } else {
+      includePatterns.push(input);
+    }
+  }
+
+  if (includePatterns.length === 0) {
+    throw new Error('No eval paths provided (only negation patterns found).');
+  }
+
   const unmatched: string[] = [];
   const results = new Set<string>();
 
-  for (const pattern of normalizedInputs) {
+  for (const pattern of includePatterns) {
     // If the pattern points to an existing file or directory, short-circuit globbing
     const candidatePath = path.isAbsolute(pattern)
       ? path.normalize(pattern)
@@ -32,6 +48,7 @@ export async function resolveEvalPaths(evalPaths: string[], cwd: string): Promis
           unique: true,
           dot: true,
           followSymbolicLinks: true,
+          ignore: ignorePatterns,
         });
         if (dirMatches.length === 0) {
           unmatched.push(pattern);
@@ -54,6 +71,7 @@ export async function resolveEvalPaths(evalPaths: string[], cwd: string): Promis
       unique: true,
       dot: true,
       followSymbolicLinks: true,
+      ignore: ignorePatterns,
     });
 
     const yamlMatches = matches.filter((filePath) => /\.(ya?ml|jsonl|json)$/i.test(filePath));
 
@@ -17,6 +17,57 @@ function isTTY(): boolean {
   return process.stdout.isTTY ?? false;
 }
 
+/**
+ * Resolve a target definition, following alias chains.
+ *
+ * If a target has an `alias` field (supports ${{ ENV_VAR }} syntax),
+ * it is resolved to the referenced target. This allows a single env var
+ * to switch the entire provider config:
+ *
+ *   - name: default
+ *     alias: ${{ AGENT_TARGET }}   # e.g. "copilot-cli"
+ *
+ * use_target chains are followed up to 5 levels deep to prevent cycles.
+ */
+function resolveUseTarget(
+  name: string,
+  definitions: readonly TargetDefinition[],
+  env: NodeJS.ProcessEnv,
+  targetsFilePath: string,
+): TargetDefinition {
+  const maxDepth = 5;
+  let current: TargetDefinition | undefined = definitions.find((d) => d.name === name);
+  if (!current) {
+    const available = listTargetNames(definitions).join(', ');
+    throw new Error(
+      `Target '${name}' not found in ${targetsFilePath}. Available targets: ${available}`,
+    );
+  }
+
+  for (let depth = 0; depth < maxDepth; depth++) {
+    const useTarget = current.use_target;
+    if (useTarget === undefined || useTarget === null) break;
+    const raw: string = String(useTarget).trim();
+    if (raw.length === 0) break;
+
+    // Resolve ${{ ENV_VAR }} syntax
+    const envMatch: RegExpMatchArray | null = raw.match(/^\$\{\{\s*([A-Z0-9_]+)\s*\}\}$/i);
+    const resolved: string = envMatch ? (env[envMatch[1]] ?? '') : raw;
+    if (resolved.trim().length === 0) break;
+
+    const next: TargetDefinition | undefined = definitions.find((d) => d.name === resolved.trim());
+    if (!next) {
+      const available = listTargetNames(definitions).join(', ');
+      throw new Error(
+        `Target '${name}' use_target '${resolved.trim()}' not found in ${targetsFilePath}. Available targets: ${available}`,
+      );
+    }
+    current = next;
+  }
+
+  return current;
+}
+
 export async function readTestSuiteTarget(testFilePath: string): Promise<string | undefined> {
   const metadata = await readTestSuiteMetadata(testFilePath);
   return metadata.target;
@@ -122,15 +173,7 @@ export async function selectTarget(options: TargetSelectionOptions): Promise<Tar
   const fileTargetName = await readTestSuiteTarget(testFilePath);
   const targetChoice = pickTargetName({ cliTargetName, fileTargetName });
 
-  const targetDefinition = definitions.find(
-    (definition: TargetDefinition) => definition.name === targetChoice.name,
-  );
-  if (!targetDefinition) {
-    const available = listTargetNames(definitions).join(', ');
-    throw new Error(
-      `Target '${targetChoice.name}' not found in ${targetsFilePath}. Available targets: ${available}`,
-    );
-  }
+  const targetDefinition = resolveUseTarget(targetChoice.name, definitions, env, targetsFilePath);
 
   if (dryRun) {
     const mockTarget: ResolvedTarget = {
@@ -226,15 +269,7 @@ export async function selectMultipleTargets(
   const results: TargetSelection[] = [];
 
   for (const name of targetNames) {
-    const targetDefinition = definitions.find(
-      (definition: TargetDefinition) => definition.name === name,
-    );
-    if (!targetDefinition) {
-      const available = listTargetNames(definitions).join(', ');
-      throw new Error(
-        `Target '${name}' not found in ${targetsFilePath}. Available targets: ${available}`,
-      );
-    }
+    const targetDefinition = resolveUseTarget(name, definitions, env, targetsFilePath);
 
     if (dryRun) {
       const mockTarget: ResolvedTarget = {
 
@@ -1,8 +1,6 @@
 description: Evaluates that the agent-plugin-review skill is triggered and catches planted issues in a mock plugin
 
-execution:
-  targets:
-    - pi-cli
+tags: [agent]
 
 workspace:
   template: ./workspace-template