Strengthen local agent execution

_roadmap.md

@@ -34,5 +34,8 @@ engineering portfolio.
 - [x] Align the Go module path with the public repository so `go install ...@latest` is supported.
 - [x] Report module versions correctly for both GoReleaser and `go install`, and keep Go/Actions dependencies monitored.
 - [x] Publish a reproducible engineering case study of the Go data-race workflow.
+- [x] Validate the complete research, edit, deterministic verification, and review workflow with a local Ollama model.
+- [x] Propagate cancellation through agent-run command process trees and report local-model telemetry without false precision.
+- [x] Remove the disconnected legacy `monitor` and imperative `release` command implementations while preserving public-surface compatibility tests.
 - [ ] Retire or isolate the legacy Live, training, Supabase, and experimental command surfaces with compatibility tests.
 - [ ] Raise coverage in legacy workflow packages without presenting the public fixture as repository-wide coverage.

cmd/gptcode/do.go

@@ -11,6 +11,7 @@ import (
 
 	"github.com/jadercorrea/gptcode/internal/config"
 	"github.com/jadercorrea/gptcode/internal/intelligence"
+	"github.com/jadercorrea/gptcode/internal/langdetect"
 	"github.com/jadercorrea/gptcode/internal/live"
 	"github.com/jadercorrea/gptcode/internal/llm"
 	"github.com/jadercorrea/gptcode/internal/modes"
@@ -143,7 +144,7 @@ func runDoExecutionWithRetry(ctx context.Context, task string, verbose bool, max
 		}
 
 		startTime := time.Now()
-		err := runDoExecution(ctx, task, verbose, supervised, setup, currentBackend, currentEditorModel)
+		err := runDoExecution(ctx, task, verbose, supervised, setup, currentBackend, currentEditorModel, maxAttempts)
 		elapsed := time.Since(startTime).Milliseconds()
 
 		if err == nil {
@@ -331,7 +332,7 @@ func shouldPromptForRetry(interactive bool) bool {
 	return interactive && term.IsTerminal(int(os.Stdin.Fd()))
 }
 
-func runDoExecution(ctx context.Context, task string, verbose bool, supervised bool, setup *config.Setup, backendName string, editorModel string) error {
+func runDoExecution(ctx context.Context, task string, verbose bool, supervised bool, setup *config.Setup, backendName string, editorModel string, maxAttempts int) error {
 	backendCfg := setup.Backend[backendName]
 
 	cwd, _ := os.Getwd()
@@ -372,10 +373,7 @@ func runDoExecution(ctx context.Context, task string, verbose bool, supervised b
 			fmt.Fprintf(os.Stderr, "Analyzing task complexity...\n")
 		}
 		// Detect language
-		language := setup.Defaults.Lang
-		if language == "" {
-			language = "go" // default
-		}
+		language := executionLanguage(cwd, setup.Defaults.Lang)
 
 		liveClient := live.GetClient()
 		var reportConfig *live.ReportConfig
@@ -389,6 +387,7 @@ func runDoExecution(ctx context.Context, task string, verbose bool, supervised b
 		}
 
 		executor := modes.NewAutonomousExecutorWithLive(queryProvider, cwd, queryModel, language, liveClient, reportConfig, backendName)
+		executor.SetMaxAttempts(maxAttempts)
 		return executor.Execute(ctx, task)
 	}
 
@@ -428,3 +427,14 @@ func runDoExecution(ctx context.Context, task string, verbose bool, supervised b
 
 	return nil
 }
+
+func executionLanguage(cwd, configured string) string {
+	detected := langdetect.DetectLanguage(cwd)
+	if detected != langdetect.Unknown {
+		return string(detected)
+	}
+	if configured != "" {
+		return configured
+	}
+	return string(langdetect.Go)
+}

cmd/gptcode/do_test.go

@@ -1,6 +1,8 @@
 package main
 
 import (
+	"os"
+	"path/filepath"
 	"testing"
 
 	"github.com/jadercorrea/gptcode/internal/config"
@@ -32,6 +34,17 @@ func TestSelectDoModelsPrefersConfiguredAgentModels(t *testing.T) {
 	}
 }
 
+func TestExecutionLanguagePrefersRepositoryOverGlobalDefault(t *testing.T) {
+	repository := t.TempDir()
+	if err := os.WriteFile(filepath.Join(repository, "mix.exs"), []byte("defmodule Demo.MixProject do\nend\n"), 0644); err != nil {
+		t.Fatal(err)
+	}
+
+	if got := executionLanguage(repository, "go"); got != "elixir" {
+		t.Fatalf("execution language = %q, want repository language elixir", got)
+	}
+}
+
 func TestRetryPromptRequiresExplicitInteractiveMode(t *testing.T) {
 	if shouldPromptForRetry(false) {
 		t.Fatal("non-interactive execution must not prompt for retry input")

cmd/gptcode/main.go

@@ -20,7 +20,6 @@ import (
 	"github.com/jadercorrea/gptcode/internal/elixir"
 	"github.com/jadercorrea/gptcode/internal/feedback"
 	"github.com/jadercorrea/gptcode/internal/langdetect"
-	"github.com/jadercorrea/gptcode/internal/live"
 	"github.com/jadercorrea/gptcode/internal/llm"
 	"github.com/jadercorrea/gptcode/internal/memory"
 	"github.com/jadercorrea/gptcode/internal/ml"
@@ -203,78 +202,6 @@ func init() {
 	rootCmd.AddCommand(reviewCmd)
 }
 
-// monitorCmd scans local AI agent logs and reports real API usage to the Live Dashboard
-var monitorCmd = &cobra.Command{
-	Use:   "monitor",
-	Short: "Scan local AI agents and report real API usage to Live Dashboard",
-	Long: `Discovers installed AI coding agents (Antigravity, Cursor, Windsurf, etc.),
-reads their log files, counts today's API calls per model, and reports real
-usage data to the gptcode Live Dashboard.
-
-This is the 'fuel gauge' — shows how much of your daily model quota is used.`,
-	RunE: func(cmd *cobra.Command, args []string) error {
-		fmt.Println("🔍 Scanning local AI agents...")
-		fmt.Println()
-
-		result, err := live.Monitor()
-		if err != nil {
-			return fmt.Errorf("scan failed: %w", err)
-		}
-
-		if len(result.Agents) == 0 {
-			fmt.Println("No AI agent activity found today.")
-			return nil
-		}
-
-		// Display results
-		fmt.Printf("📊 Found %d API calls across %d agent(s) today:\n\n", result.TotalAPICalls, len(result.Agents))
-		for _, u := range result.Agents {
-			pct := int(u.QuotaUsed * 100)
-			bar := renderBar(u.QuotaUsed)
-			exhaustedTag := ""
-			if u.Exhausted {
-				exhaustedTag = " ⚠️  HIT RATE LIMIT"
-			}
-			fmt.Printf("  %s (%s)\n", u.DisplayName(), u.Agent)
-			fmt.Printf("  %s %d%% · %d calls · %s → %s%s\n\n", bar, pct, u.APICalls, u.FirstCall, u.LastCall, exhaustedTag)
-		}
-
-		// Report to Live Dashboard
-		liveURL := os.Getenv("GPTCODE_LIVE_URL")
-		if liveURL == "" {
-			liveURL = "https://gptcode.live"
-		}
-
-		reportConfig := live.DefaultReportConfig()
-		reportConfig.SetBaseURL(liveURL)
-
-		fmt.Println("📡 Reporting to Live Dashboard...")
-		if err := result.ReportToLive(reportConfig); err != nil {
-			fmt.Printf("⚠️  Report error: %v\n", err)
-		} else {
-			fmt.Printf("✅ Reported to %s\n", liveURL)
-		}
-
-		return nil
-	},
-}
-
-func renderBar(quota float64) string {
-	filled := int(quota * 10)
-	if filled > 10 {
-		filled = 10
-	}
-	empty := 10 - filled
-	bar := ""
-	for i := 0; i < filled; i++ {
-		bar += "●"
-	}
-	for i := 0; i < empty; i++ {
-		bar += "○"
-	}
-	return bar
-}
-
 func newBuilderAndLLM(lang, mode, hint string) (*prompt.Builder, llm.Provider, string, error) {
 	setup, err := config.LoadSetup()
 	if err != nil {

internal/agents/analyzer.go

@@ -167,7 +167,7 @@ Do NOT suggest changes. Just report what exists.`, task)
 					}
 				}
 			}
-			result := tools.ExecuteToolFromLLM(llmCall, a.cwd)
+			result := tools.ExecuteToolFromLLMContext(ctx, llmCall, a.cwd)
 
 			content := result.Result
 			if result.Error != "" {