feat: update AI command to streamline token management and remove unnecessary flags

.renamer.example

@@ -0,0 +1,42 @@
+# Example AI vendor credentials for renamer.
+# Copy this file to ~/.config/.renamer/.renamer (or the path specified by
+# RENAMER_CONFIG_DIR) and replace the placeholder values with real tokens.
+
+# OpenAI (gpt-4o, o1, ChatGPT)
+OPENAI_TOKEN=sk-openai-xxxxxxxxxxxxxxxxxxxxxxxx
+
+# Anthropic (Claude models)
+ANTHROPIC_TOKEN=sk-anthropic-xxxxxxxxxxxxxxxx
+
+# Google (Gemini, LearnLM, PaLM)
+GOOGLE_TOKEN=ya29.xxxxxxxxxxxxxxxxxxxxxxxx
+
+# Mistral AI (Mistral, Mixtral, Ministral)
+MISTRAL_TOKEN=sk-mistral-xxxxxxxxxxxxxxxx
+
+# Cohere (Command family)
+COHERE_TOKEN=sk-cohere-xxxxxxxxxxxxxxxx
+
+# Moonshot AI (Moonshot models)
+MOONSHOT_TOKEN=sk-moonshot-xxxxxxxxxxxxxxxx
+
+# Zhipu AI (GLM series)
+ZHIPU_TOKEN=sk-zhipu-xxxxxxxxxxxxxxxx
+
+# Alibaba DashScope (Qwen)
+ALIBABA_TOKEN=sk-dashscope-xxxxxxxxxxxxxxxx
+
+# Baidu Wenxin/ERNIE
+BAIDU_TOKEN=sk-baidu-xxxxxxxxxxxxxxxx
+
+# MiniMax (ABAB)
+MINIMAX_TOKEN=sk-minimax-xxxxxxxxxxxxxxxx
+
+# ByteDance Doubao
+BYTEDANCE_TOKEN=sk-bytedance-xxxxxxxxxxxxxxxx
+
+# DeepSeek
+DEEPSEEK_TOKEN=sk-deepseek-xxxxxxxxxxxxxxxx
+
+# xAI Grok
+XAI_TOKEN=sk-xai-xxxxxxxxxxxxxxxx

cmd/ai.go

@@ -5,6 +5,7 @@ import (
 	"errors"
 	"fmt"
 	"io"
+	"os"
 	"path/filepath"
 	"sort"
 	"strings"
@@ -21,15 +22,11 @@ import (
 type aiCommandOptions struct {
 	Model string
 	Debug bool
-	ExportPath        string
-	ImportPath        string
-	Casing            string
-	Prefix            string
-	AllowSpaces       bool
-	KeepOriginalOrder bool
-	BannedTokens      []string
 }
 
+const aiPlanFilename = "renamer.plan.json"
+
+// newAICommand 构建 `renamer ai` 子命令，仅保留模型选择与调试标志，其他策略交由 AI 自行生成。
 func newAICommand() *cobra.Command {
 	ops := &aiCommandOptions{}
 
@@ -37,14 +34,11 @@ func newAICommand() *cobra.Command {
 		Use:   "ai",
 		Short: "Generate rename plans using the AI workflow",
 		Long:  "Invoke the embedded AI workflow to generate, validate, and optionally apply rename plans.",
-		Example: strings.TrimSpace(`  # Preview an AI plan and export the raw response for edits
+		Example: strings.TrimSpace(`  # Generate a plan for review in renamer.plan.json
-	renamer ai --path ./photos --dry-run --export-plan plan.json
+	renamer ai --path ./photos --dry-run
 
-	# Import an edited plan and validate it without applying changes
+	# Apply the reviewed plan after confirming the preview
-	renamer ai --path ./photos --dry-run --import-plan plan.json
+	renamer ai --path ./photos --yes`),
-
-	# Apply an edited plan after validation passes
-	renamer ai --path ./photos --import-plan plan.json --yes`),
 		RunE: func(cmd *cobra.Command, args []string) error {
 			options := collectAIOptions(cmd, ops)
 			return runAICommand(cmd.Context(), cmd, options)
@@ -57,24 +51,15 @@ func newAICommand() *cobra.Command {
 }
 
 func bindAIFlags(cmd *cobra.Command, opts *aiCommandOptions) {
-	cmd.Flags().StringVar(&opts.Model, "genkit-model", genkit.DefaultModelName, fmt.Sprintf("OpenAI-compatible model identifier (default %s)", genkit.DefaultModelName))
+	cmd.Flags().
+		StringVar(&opts.Model, "genkit-model", genkit.DefaultModelName, fmt.Sprintf("OpenAI-compatible model identifier (default %s)", genkit.DefaultModelName))
 	cmd.Flags().BoolVar(&opts.Debug, "debug-genkit", false, "Write Genkit prompt/response traces to the debug log")
-	cmd.Flags().StringVar(&opts.ExportPath, "export-plan", "", "Export the raw AI plan JSON to the provided file path")
-	cmd.Flags().StringVar(&opts.ImportPath, "import-plan", "", "Import an edited AI plan JSON for validation or apply")
-	cmd.Flags().StringVar(&opts.Casing, "naming-casing", "kebab", "Casing style for AI-generated filenames (kebab, snake, camel, pascal, title)")
-	cmd.Flags().StringVar(&opts.Prefix, "naming-prefix", "", "Static prefix AI proposals must include (alias: --prefix)")
-	cmd.Flags().StringVar(&opts.Prefix, "prefix", "", "Alias for --naming-prefix")
-	cmd.Flags().BoolVar(&opts.AllowSpaces, "naming-allow-spaces", false, "Permit spaces in AI-generated filenames")
-	cmd.Flags().BoolVar(&opts.KeepOriginalOrder, "naming-keep-order", false, "Instruct AI to preserve original ordering of descriptive terms")
-	cmd.Flags().StringSliceVar(&opts.BannedTokens, "banned", nil, "Comma-separated list of additional banned tokens (repeat flag to add more)")
 }
 
 func collectAIOptions(cmd *cobra.Command, defaults *aiCommandOptions) aiCommandOptions {
 	result := aiCommandOptions{
 		Model: genkit.DefaultModelName,
 		Debug: false,
-		ExportPath: "",
-		Casing:     "kebab",
 	}
 
 	if defaults != nil {
@@ -82,16 +67,6 @@ func collectAIOptions(cmd *cobra.Command, defaults *aiCommandOptions) aiCommandO
 			result.Model = defaults.Model
 		}
 		result.Debug = defaults.Debug
-		result.ExportPath = defaults.ExportPath
-		if defaults.Casing != "" {
-			result.Casing = defaults.Casing
-		}
-		result.Prefix = defaults.Prefix
-		result.AllowSpaces = defaults.AllowSpaces
-		result.KeepOriginalOrder = defaults.KeepOriginalOrder
-		if len(defaults.BannedTokens) > 0 {
-			result.BannedTokens = append([]string(nil), defaults.BannedTokens...)
-		}
 	}
 
 	if flag := cmd.Flags().Lookup("genkit-model"); flag != nil {
@@ -106,56 +81,16 @@ func collectAIOptions(cmd *cobra.Command, defaults *aiCommandOptions) aiCommandO
 		}
 	}
 
-	if flag := cmd.Flags().Lookup("export-plan"); flag != nil {
-		if value, err := cmd.Flags().GetString("export-plan"); err == nil && value != "" {
-			result.ExportPath = value
-		}
-	}
-
-	if flag := cmd.Flags().Lookup("import-plan"); flag != nil {
-		if value, err := cmd.Flags().GetString("import-plan"); err == nil && value != "" {
-			result.ImportPath = value
-		}
-	}
-
-	if flag := cmd.Flags().Lookup("naming-casing"); flag != nil {
-		if value, err := cmd.Flags().GetString("naming-casing"); err == nil && value != "" {
-			result.Casing = value
-		}
-	}
-
-	if flag := cmd.Flags().Lookup("naming-prefix"); flag != nil {
-		if value, err := cmd.Flags().GetString("naming-prefix"); err == nil {
-			result.Prefix = value
-		}
-	}
-	if flag := cmd.Flags().Lookup("prefix"); flag != nil && flag.Changed {
-		if value, err := cmd.Flags().GetString("prefix"); err == nil {
-			result.Prefix = value
-		}
-	}
-
-	if flag := cmd.Flags().Lookup("naming-allow-spaces"); flag != nil {
-		if value, err := cmd.Flags().GetBool("naming-allow-spaces"); err == nil {
-			result.AllowSpaces = value
-		}
-	}
-
-	if flag := cmd.Flags().Lookup("naming-keep-order"); flag != nil {
-		if value, err := cmd.Flags().GetBool("naming-keep-order"); err == nil {
-			result.KeepOriginalOrder = value
-		}
-	}
-
-	if flag := cmd.Flags().Lookup("banned"); flag != nil {
-		if value, err := cmd.Flags().GetStringSlice("banned"); err == nil && len(value) > 0 {
-			result.BannedTokens = append([]string(nil), value...)
-		}
-	}
-
 	return result
 }
 
+// runAICommand 按以下顺序执行 AI 重命名流程：
+// 1. 解析作用范围与是否需要立即应用；
+// 2. 自动探测工作目录下的 renamer.plan.json，决定是加载人工调整还是生成新计划；
+// 3. 收集候选文件并过滤生成过程中的辅助文件；
+// 4. 通过 Genkit 工作流调用模型生成方案或读取既有方案；
+// 5. 保存/更新本地计划文件，随后校验、渲染预览并输出冲突与告警；
+// 6. 在用户确认后执行改名并记录账本。
 func runAICommand(ctx context.Context, cmd *cobra.Command, options aiCommandOptions) error {
 	scope, err := listing.ScopeFromCmd(cmd)
 	if err != nil {
@@ -167,22 +102,28 @@ func runAICommand(ctx context.Context, cmd *cobra.Command, options aiCommandOpti
 		return err
 	}
 
-	options.ImportPath = strings.TrimSpace(options.ImportPath)
+	// 探测当前目录下的计划文件，支持人工预处理后再运行。
-
+	planPath := filepath.Join(scope.WorkingDir, aiPlanFilename)
-	casing, err := normalizeCasing(options.Casing)
+	planExists := false
-	if err != nil {
+	if info, err := os.Stat(planPath); err == nil {
-		return err
+		if info.IsDir() {
+			return fmt.Errorf("plan file %s is a directory", planPath)
+		}
+		planExists = true
+	} else if !errors.Is(err, os.ErrNotExist) {
+		return fmt.Errorf("plan file %s: %w", planPath, err)
 	}
-	options.Casing = casing
-	prefix := strings.TrimSpace(options.Prefix)
-	userBanned := sanitizeTokenSlice(options.BannedTokens)
-	bannedTerms := mergeBannedTerms(defaultBannedTerms(), userBanned)
 
+	// 默认策略完全交由提示模板处理，仅保留基础禁止词。
+	casing := "kebab"
+	bannedTerms := defaultBannedTerms()
+
+	// 收集所有候选文件，剔除计划文件自身避免被改名。
 	candidates, err := plan.CollectCandidates(ctx, scope)
 	if err != nil {
 		return err
 	}
-	ignoreSet := buildIgnoreSet(scope.WorkingDir, options.ExportPath, options.ImportPath)
+	ignoreSet := buildIgnoreSet(scope.WorkingDir, planPath)
 	if len(ignoreSet) > 0 {
 		candidates = filterIgnoredCandidates(candidates, ignoreSet)
 	}
@@ -208,11 +149,11 @@ func runAICommand(ctx context.Context, cmd *cobra.Command, options aiCommandOpti
 	}
 
 	policies := prompt.PolicyConfig{
-		Prefix:            prefix,
+		Prefix:            "",
-		Casing:            options.Casing,
+		Casing:            casing,
-		AllowSpaces:       options.AllowSpaces,
+		AllowSpaces:       false,
-		KeepOriginalOrder: options.KeepOriginalOrder,
+		KeepOriginalOrder: false,
-		ForbiddenTokens:   append([]string(nil), userBanned...),
+		ForbiddenTokens:   append([]string(nil), bannedTerms...),
 	}
 	validatorPolicy := prompt.NamingPolicyConfig{
 		Prefix:            policies.Prefix,
@@ -226,8 +167,9 @@ func runAICommand(ctx context.Context, cmd *cobra.Command, options aiCommandOpti
 	var promptHash string
 	var model string
 
-	if options.ImportPath != "" {
+	if planExists {
-		resp, err := plan.LoadResponse(options.ImportPath)
+		// 若检测到已有计划，则优先加载人工编辑的方案继续校验/执行。
+		resp, err := plan.LoadResponse(planPath)
 		if err != nil {
 			return err
 		}
@@ -238,6 +180,7 @@ func runAICommand(ctx context.Context, cmd *cobra.Command, options aiCommandOpti
 			model = options.Model
 		}
 	} else {
+		// 没有计划文件时，调用 Genkit 工作流生成全新方案。
 		builder := prompt.NewBuilder()
 		promptPayload, err := builder.Build(prompt.BuildInput{
 			WorkingDir:  scope.WorkingDir,
@@ -267,13 +210,6 @@ func runAICommand(ctx context.Context, cmd *cobra.Command, options aiCommandOpti
 		response = invocationResult.Response
 		promptHash = invocationResult.PromptHash
 		model = invocationResult.Response.Model
-
-		if options.ExportPath != "" {
-			if err := plan.SaveResponse(options.ExportPath, response); err != nil {
-				return err
-			}
-			fmt.Fprintf(cmd.ErrOrStderr(), "AI plan exported to %s\n", options.ExportPath)
-		}
 	}
 
 	if promptHash == "" {
@@ -287,6 +223,16 @@ func runAICommand(ctx context.Context, cmd *cobra.Command, options aiCommandOpti
 	response.PromptHash = promptHash
 	response.Model = model
 
+	// 将生成或加载的计划写回本地，便于后续人工审核或复用。
+	if err := plan.SaveResponse(planPath, response); err != nil {
+		return err
+	}
+	message := "AI plan saved to %s\n"
+	if planExists {
+		message = "AI plan updated at %s\n"
+	}
+	fmt.Fprintf(cmd.ErrOrStderr(), message, planPath)
+
 	originals := make([]string, 0, len(candidates))
 	for _, candidate := range candidates {
 		originals = append(originals, candidate.OriginalPath)
@@ -326,6 +272,7 @@ func runAICommand(ctx context.Context, cmd *cobra.Command, options aiCommandOpti
 		previewPlan.Model = model
 	}
 
+	// 输出预览表格与告警，帮助用户确认重命名提案。
 	if err := renderAIPlan(cmd.OutOrStdout(), previewPlan); err != nil {
 		return err
 	}
@@ -343,15 +290,6 @@ func runAICommand(ctx context.Context, cmd *cobra.Command, options aiCommandOpti
 		output.WriteAIPlanDebug(errorWriter, "", previewPlan.Warnings)
 	}
 
-	if options.ImportPath == "" && options.ExportPath != "" {
-		// Plan already exported earlier.
-	} else if options.ImportPath != "" && options.ExportPath != "" {
-		if err := plan.SaveResponse(options.ExportPath, response); err != nil {
-			return err
-		}
-		fmt.Fprintf(errorWriter, "AI plan exported to %s\n", options.ExportPath)
-	}
-
 	if !applyRequested {
 		return nil
 	}
@@ -360,6 +298,7 @@ func runAICommand(ctx context.Context, cmd *cobra.Command, options aiCommandOpti
 		return fmt.Errorf("cannot apply AI plan while conflicts remain")
 	}
 
+	// 在无冲突且用户确认的情况下，按计划执行并记录到账本。
 	applyEntry, err := plan.Apply(ctx, plan.ApplyOptions{
 		WorkingDir: scope.WorkingDir,
 		Candidates: candidates,
@@ -371,7 +310,13 @@ func runAICommand(ctx context.Context, cmd *cobra.Command, options aiCommandOpti
 		var conflictErr plan.ApplyConflictError
 		if errors.As(err, &conflictErr) {
 			for _, conflict := range conflictErr.Conflicts {
-				fmt.Fprintf(errorWriter, "Apply conflict (%s): %s %s\n", conflict.Issue, conflict.OriginalPath, conflict.Details)
+				fmt.Fprintf(
+					errorWriter,
+					"Apply conflict (%s): %s %s\n",
+					conflict.Issue,
+					conflict.OriginalPath,
+					conflict.Details,
+				)
 			}
 		}
 		return err
@@ -416,13 +361,25 @@ func composeInstructions(sequence prompt.SequenceRule, policies prompt.PolicyCon
 	lines := []string{
 		"You are an AI assistant that proposes safe file rename plans.",
 		"Return JSON matching this schema: {\"items\":[{\"original\":string,\"proposed\":string,\"sequence\":number,\"notes\"?:string}],\"warnings\"?:[string]}.",
-		fmt.Sprintf("Use %s numbering with width %d starting at %d and separator %q.", sequence.Style, sequence.Width, sequence.Start, sequence.Separator),
+		fmt.Sprintf(
+			"Use %s numbering with width %d starting at %d and separator %q.",
+			sequence.Style,
+			sequence.Width,
+			sequence.Start,
+			sequence.Separator,
+		),
 		"Preserve original file extensions exactly as provided.",
 		fmt.Sprintf("Apply %s casing to filename stems and avoid promotional or banned terms.", policies.Casing),
 		"Ensure proposed names are unique and sequences remain contiguous.",
 	}
 	if policies.Prefix != "" {
-		lines = append(lines, fmt.Sprintf("Every proposed filename must begin with the prefix %q immediately before descriptive text.", policies.Prefix))
+		lines = append(
+			lines,
+			fmt.Sprintf(
+				"Every proposed filename must begin with the prefix %q immediately before descriptive text.",
+				policies.Prefix,
+			),
+		)
 	}
 	if policies.AllowSpaces {
 		lines = append(lines, "Spaces in filenames are permitted when they improve clarity.")
@@ -433,80 +390,17 @@ func composeInstructions(sequence prompt.SequenceRule, policies prompt.PolicyCon
 		lines = append(lines, "Preserve the original ordering of meaningful words when generating new stems.")
 	}
 	if len(bannedTerms) > 0 {
-		lines = append(lines, fmt.Sprintf("Never include these banned tokens (case-insensitive) in any proposed filename: %s.", strings.Join(bannedTerms, ", ")))
+		lines = append(
+			lines,
+			fmt.Sprintf(
+				"Never include these banned tokens (case-insensitive) in any proposed filename: %s.",
+				strings.Join(bannedTerms, ", "),
+			),
+		)
 	}
 	return strings.Join(lines, "\n")
 }
 
-func normalizeCasing(value string) (string, error) {
-	trimmed := strings.TrimSpace(value)
-	if trimmed == "" {
-		return "kebab", nil
-	}
-	lower := strings.ToLower(trimmed)
-	supported := map[string]string{
-		"kebab":  "kebab",
-		"snake":  "snake",
-		"camel":  "camel",
-		"pascal": "pascal",
-		"title":  "title",
-	}
-	if normalized, ok := supported[lower]; ok {
-		return normalized, nil
-	}
-	return "", fmt.Errorf("unsupported naming casing %q (allowed: kebab, snake, camel, pascal, title)", value)
-}
-
-func sanitizeTokenSlice(values []string) []string {
-	unique := make(map[string]struct{})
-	for _, raw := range values {
-		for _, part := range strings.Split(raw, ",") {
-			trimmed := strings.TrimSpace(part)
-			if trimmed == "" {
-				continue
-			}
-			lower := strings.ToLower(trimmed)
-			if lower == "" {
-				continue
-			}
-			unique[lower] = struct{}{}
-		}
-	}
-	if len(unique) == 0 {
-		return nil
-	}
-	tokens := make([]string, 0, len(unique))
-	for token := range unique {
-		tokens = append(tokens, token)
-	}
-	sort.Strings(tokens)
-	return tokens
-}
-
-func mergeBannedTerms(base, extra []string) []string {
-	unique := make(map[string]struct{})
-	for _, token := range base {
-		lower := strings.ToLower(strings.TrimSpace(token))
-		if lower == "" {
-			continue
-		}
-		unique[lower] = struct{}{}
-	}
-	for _, token := range extra {
-		lower := strings.ToLower(strings.TrimSpace(token))
-		if lower == "" {
-			continue
-		}
-		unique[lower] = struct{}{}
-	}
-	result := make([]string, 0, len(unique))
-	for token := range unique {
-		result = append(result, token)
-	}
-	sort.Strings(result)
-	return result
-}
-
 func buildIgnoreSet(workingDir string, paths ...string) map[string]struct{} {
 	ignore := make(map[string]struct{})
 	for _, path := range paths {

docs/cli-flags.md

@@ -123,17 +123,15 @@ renamer extension <source-ext...> <target-ext> [flags]
 
 ## AI Command Secrets
 
-- AI model authentication tokens are loaded from `$HOME/.config/.renamer/<MODEL>_MODEL_AUTH_TOKEN`. The default model token file is `default_MODEL_AUTH_TOKEN`, but any `--genkit-model` override maps to the same naming scheme.
+- AI vendor authentication tokens are read from the `.renamer` environment file located at `$HOME/.config/.renamer` by default (override with `RENAMER_CONFIG_DIR`). Each entry should follow the uppercase `<VENDOR>_TOKEN=...` naming convention; whitespace is trimmed automatically.
-- Token files must contain only the raw API key with no extra whitespace; restrictive permissions (owner read/write) are recommended to keep credentials private.
+- See `.renamer.example` for a pre-populated template covering OpenAI, Anthropic, Google Gemini, Mistral, Cohere, Moonshot, Zhipu, Alibaba DashScope, Baidu Wenxin, MiniMax, ByteDance Doubao, DeepSeek, and xAI Grok tokens.
+- Direct environment variables still take precedence over the config file, enabling CI/CD pipelines to inject secrets without touching the filesystem.
 
 ### AI Command Flags
 
 - `--genkit-model <id>` overrides the default OpenAI-compatible model used by the embedded Genkit workflow. When omitted, `gpt-4o-mini` is used.
 - `--debug-genkit` streams prompt/response telemetry (including prompt hashes and warnings) to stderr so you can archive the exchange for auditing.
-- `--export-plan <path>` writes the exact AI response (prompt hash, model, warnings, and proposed items) to a JSON file. The same file can be edited and re-imported to tweak filenames before applying.
+- Naming policies and sanitization are handled directly inside the AI workflow; no additional CLI flags are required.
-- `--import-plan <path>` loads a previously exported or manually curated JSON plan. The CLI re-validates all entries before previewing or applying changes.
+- `--yes` applies the currently loaded plan. Without `--yes`, the command remains in preview mode even when a plan already exists.
-- `--naming-casing <style>` enforces a casing policy (`kebab`, `snake`, `camel`, `pascal`, `title`). Banned tokens, prefix rules, and spacing requirements are evaluated against the imported or generated plan.
-- `--naming-prefix`, `--naming-allow-spaces`, `--naming-keep-order`, and `--banned` extend the policy envelope that both the prompt and validator obey.
-- `--yes` applies the currently loaded plan. Without `--yes`, the command remains in preview mode even when you import a plan.
 
-> Tip: Run `renamer ai --path ./fixtures --dry-run --export-plan plan.json` to capture the initial draft, edit the JSON file, then `renamer ai --path ./fixtures --import-plan plan.json --yes` to apply the curated result.
+> Tip: Running `renamer ai` writes or refreshes `renamer.plan.json` in the working directory. Edit that file as needed, then re-run `renamer ai --yes` to apply the reviewed plan once the preview looks good.

internal/ai/config/token_store.go

@@ -15,12 +15,11 @@ import (
 
 const (
 	configDirEnvVar   = "RENAMER_CONFIG_DIR"
-	defaultConfigRoot = ".renamer"
+	configFileName    = ".renamer"
+	defaultVendorSlug = "openai"
 
-	modelTokenSuffix = "_MODEL_AUTH_TOKEN"
+	vendorTokenSuffix = "_TOKEN"
 
-	defaultEnvFile      = ".env"
-	secondaryEnvFile    = "tokens.env"
 	errTokenNotFoundFmt = "model token %q not found in %s or the process environment"
 )
 
@@ -51,7 +50,7 @@ func NewTokenStore(configDir string) (*TokenStore, error) {
 			if err != nil {
 				return nil, fmt.Errorf("resolve user home: %w", err)
 			}
-			root = filepath.Join(home, ".config", defaultConfigRoot)
+			root = filepath.Join(home, ".config", configFileName)
 		}
 	}
 
@@ -67,7 +66,7 @@ func (s *TokenStore) ConfigDir() string {
 }
 
 // ResolveModelToken returns the token for the provided model name. Model names
-// are normalized to match the `<slug>_MODEL_AUTH_TOKEN` convention documented
+// are normalized to match the `<VENDOR>_TOKEN` convention documented
 // for the CLI. Environment variables take precedence over file-based tokens.
 func (s *TokenStore) ResolveModelToken(model string) (string, error) {
 	key := ModelTokenKey(model)
@@ -92,42 +91,21 @@ func (s *TokenStore) lookup(key string) (string, error) {
 		return strings.TrimSpace(val), nil
 	}
 
-	path := filepath.Join(s.configDir, key)
+	return "", fmt.Errorf(errTokenNotFoundFmt, key, s.configFilePath())
-	raw, err := os.ReadFile(path)
-	if err == nil {
-		value := strings.TrimSpace(string(raw))
-		if value != "" {
-			s.values[key] = value
-			return value, nil
-		}
-	} else if !errors.Is(err, fs.ErrNotExist) {
-		return "", fmt.Errorf("read token file %s: %w", path, err)
-	}
-
-	return "", fmt.Errorf(errTokenNotFoundFmt, key, s.configDir)
 }
 
 func (s *TokenStore) ensureLoaded() error {
 	s.once.Do(func() {
-		s.err = s.loadEnvFiles()
+		s.err = s.loadConfigFile()
-		if s.err != nil {
-			return
-		}
-		s.err = s.scanTokenFiles()
 	})
 	return s.err
 }
 
-func (s *TokenStore) loadEnvFiles() error {
+func (s *TokenStore) loadConfigFile() error {
-	candidates := []string{
+	path := s.configFilePath()
-		filepath.Join(s.configDir, defaultEnvFile),
-		filepath.Join(s.configDir, secondaryEnvFile),
-	}
-
-	for _, path := range candidates {
 	envMap, err := godotenv.Read(path)
 	if errors.Is(err, fs.ErrNotExist) {
-			continue
+		return nil
 	}
 	if err != nil {
 		return fmt.Errorf("load %s: %w", path, err)
@@ -138,61 +116,111 @@ func (s *TokenStore) loadEnvFiles() error {
 		}
 		s.values[k] = strings.TrimSpace(v)
 	}
-	}
 	return nil
 }
 
-func (s *TokenStore) scanTokenFiles() error {
+func (s *TokenStore) configFilePath() string {
-	entries, err := os.ReadDir(s.configDir)
+	info, err := os.Stat(s.configDir)
-	if errors.Is(err, fs.ErrNotExist) {
+	if err == nil {
-		return nil
+		if info.IsDir() {
+			return filepath.Join(s.configDir, configFileName)
 		}
-	if err != nil {
+		return s.configDir
-		return fmt.Errorf("scan %s: %w", s.configDir, err)
 	}
-
+	if strings.HasSuffix(s.configDir, configFileName) {
-	for _, entry := range entries {
+		return s.configDir
-		if entry.IsDir() {
-			continue
 	}
-		name := entry.Name()
+	return filepath.Join(s.configDir, configFileName)
-		path := filepath.Join(s.configDir, name)
-
-		content, err := os.ReadFile(path)
-		if err != nil {
-			return fmt.Errorf("read %s: %w", path, err)
-		}
-
-		data := strings.TrimSpace(string(content))
-		if data == "" {
-			continue
-		}
-
-		if parsed, perr := godotenv.Unmarshal(data); perr == nil && len(parsed) > 0 {
-			for k, v := range parsed {
-				if strings.TrimSpace(k) == "" || strings.TrimSpace(v) == "" {
-					continue
-				}
-				s.values[k] = strings.TrimSpace(v)
-			}
-			continue
-		}
-
-		s.values[name] = data
-	}
-
-	return nil
 }
 
-// ModelTokenKey derives the token filename/environment variable for the given
+// ModelTokenKey derives the vendor token key for the provided model, following
-// model name following the `<slug>_MODEL_AUTH_TOKEN` convention. When model is
+// the `<VENDOR>_TOKEN` convention. When the vendor cannot be inferred the
-// empty the default slug `default` is used.
+// default OpenAI slug is returned.
 func ModelTokenKey(model string) string {
-	slug := slugify(model)
+	slug := vendorSlugFromModel(model)
 	if slug == "" {
-		slug = "default"
+		slug = defaultVendorSlug
 	}
-	return slug + modelTokenSuffix
+	return strings.ToUpper(slug) + vendorTokenSuffix
+}
+
+func vendorSlugFromModel(model string) string {
+	normalized := strings.ToLower(strings.TrimSpace(model))
+	if normalized == "" {
+		return defaultVendorSlug
+	}
+
+	if explicit := explicitVendorPrefix(normalized); explicit != "" {
+		return explicit
+	}
+
+	for _, mapping := range vendorHintTable {
+		for _, hint := range mapping.hints {
+			if strings.Contains(normalized, hint) {
+				return mapping.vendor
+			}
+		}
+	}
+
+	if firstToken := leadingToken(normalized); firstToken != "" {
+		return slugify(firstToken)
+	}
+
+	if slug := slugify(normalized); slug != "" {
+		return slug
+	}
+
+	return defaultVendorSlug
+}
+
+func explicitVendorPrefix(value string) string {
+	separators := func(r rune) bool {
+		switch r {
+		case '/', ':', '@':
+			return true
+		}
+		return false
+	}
+	parts := strings.FieldsFunc(value, separators)
+	if len(parts) > 1 {
+		if slug := slugify(parts[0]); slug != "" {
+			return slug
+		}
+	}
+	return ""
+}
+
+func leadingToken(value string) string {
+	for i, r := range value {
+		if unicode.IsLetter(r) || unicode.IsDigit(r) {
+			continue
+		}
+		if i == 0 {
+			return ""
+		}
+		return value[:i]
+	}
+	return value
+}
+
+var vendorHintTable = []struct {
+	vendor string
+	hints  []string
+}{
+	{vendor: "openai", hints: []string{"openai", "gpt", "o1", "chatgpt"}},
+	{vendor: "anthropic", hints: []string{"anthropic", "claude"}},
+	{vendor: "google", hints: []string{"google", "gemini", "learnlm", "palm"}},
+	{vendor: "mistral", hints: []string{"mistral", "mixtral", "ministral"}},
+	{vendor: "cohere", hints: []string{"cohere", "command", "r-plus"}},
+	{vendor: "moonshot", hints: []string{"moonshot"}},
+	{vendor: "zhipu", hints: []string{"zhipu", "glm"}},
+	{vendor: "alibaba", hints: []string{"dashscope", "qwen"}},
+	{vendor: "baidu", hints: []string{"wenxin", "ernie", "qianfan"}},
+	{vendor: "minimax", hints: []string{"minimax", "abab"}},
+	{vendor: "bytedance", hints: []string{"doubao", "bytedance"}},
+	{vendor: "baichuan", hints: []string{"baichuan"}},
+	{vendor: "deepseek", hints: []string{"deepseek"}},
+	{vendor: "xai", hints: []string{"grok", "xai"}},
 }
 
 func slugify(input string) string {

internal/ai/genkit/workflow.go

@@ -63,7 +63,7 @@ type Workflow struct {
 
 // NewWorkflow instantiates a Genkit workflow for the preferred model. When no
 // model is provided it defaults to gpt-4o-mini. The workflow requires a token
-// provider capable of resolving `<model>_MODEL_AUTH_TOKEN` secrets.
+// provider capable of resolving `<VENDOR>_TOKEN` secrets.
 func NewWorkflow(ctx context.Context, opts Options) (*Workflow, error) {
 	modelName := strings.TrimSpace(opts.Model)
 	if modelName == "" {

tests/contract/ai_policy_contract_test.go

@@ -32,7 +32,7 @@ func (c *captureWorkflow) Run(ctx context.Context, req genkit.Request) (genkit.R
 	}, nil
 }
 
-func TestAICommandAppliesNamingPoliciesToPrompt(t *testing.T) {
+func TestAICommandUsesDefaultPoliciesInPrompt(t *testing.T) {
 	genkit.ResetWorkflowFactory()
 	stub := &captureWorkflow{}
 	genkit.OverrideWorkflowFactory(func(ctx context.Context, opts genkit.Options) (genkit.WorkflowRunner, error) {
@@ -51,11 +51,6 @@ func TestAICommandAppliesNamingPoliciesToPrompt(t *testing.T) {
 		"ai",
 		"--path", rootDir,
 		"--dry-run",
-		"--naming-casing", "snake",
-		"--naming-prefix", "proj",
-		"--naming-allow-spaces",
-		"--naming-keep-order",
-		"--banned", "alpha",
 	})
 
 	if err := rootCmd.Execute(); err != nil {
@@ -70,38 +65,29 @@ func TestAICommandAppliesNamingPoliciesToPrompt(t *testing.T) {
 
 	req := stub.request
 	policies := req.Payload.Policies
-	if policies.Prefix != "proj" {
+	if policies.Prefix != "" {
-		t.Fatalf("expected prefix proj, got %q", policies.Prefix)
+		t.Fatalf("expected empty prefix, got %q", policies.Prefix)
 	}
-	if policies.Casing != "snake" {
+	if policies.Casing != "kebab" {
-		t.Fatalf("expected casing snake, got %q", policies.Casing)
+		t.Fatalf("expected default casing kebab, got %q", policies.Casing)
 	}
-	if !policies.AllowSpaces {
+	if policies.AllowSpaces {
-		t.Fatalf("expected allow spaces flag to propagate")
+		t.Fatalf("expected allow spaces default false")
 	}
-	if !policies.KeepOriginalOrder {
+	if policies.KeepOriginalOrder {
-		t.Fatalf("expected keep original order flag to propagate")
+		t.Fatalf("expected keep original order default false")
-	}
-	if len(policies.ForbiddenTokens) != 1 || policies.ForbiddenTokens[0] != "alpha" {
-		t.Fatalf("expected forbidden tokens to capture user list, got %#v", policies.ForbiddenTokens)
 	}
 
 	banned := req.Payload.BannedTerms
 	containsDefault := false
-	containsUser := false
 	for _, term := range banned {
-		switch term {
+		if term == "clickbait" {
-		case "alpha":
-			containsUser = true
-		case "clickbait":
 			containsDefault = true
+			break
 		}
 	}
-	if !containsUser {
-		t.Fatalf("expected banned terms to include user-provided token")
-	}
 	if !containsDefault {
-		t.Fatalf("expected banned terms to retain default tokens")
+		t.Fatalf("expected default banned terms propagated, got %#v", banned)
 	}
 }
 

tests/integration/ai_apply_undo_test.go

@@ -44,7 +44,7 @@ func TestAIApplyAndUndoFlow(t *testing.T) {
 	writeFile(t, filepath.Join(root, "draft_one.txt"))
 	writeFile(t, filepath.Join(root, "draft_two.txt"))
 
-	planPath := filepath.Join(root, "ai-plan.json")
+	planPath := filepath.Join(root, "renamer.plan.json")
 
 	preview := renamercmd.NewRootCommand()
 	var previewOut, previewErr bytes.Buffer
@@ -54,7 +54,6 @@ func TestAIApplyAndUndoFlow(t *testing.T) {
 		"ai",
 		"--path", root,
 		"--dry-run",
-		"--export-plan", planPath,
 	})
 
 	if err := preview.Execute(); err != nil {
@@ -124,7 +123,6 @@ func TestAIApplyAndUndoFlow(t *testing.T) {
 		"ai",
 		"--path", root,
 		"--dry-run",
-		"--import-plan", planPath,
 	})
 
 	if err := previewEdited.Execute(); err != nil {
@@ -148,7 +146,6 @@ func TestAIApplyAndUndoFlow(t *testing.T) {
 	applyCmd.SetArgs([]string{
 		"ai",
 		"--path", root,
-		"--import-plan", planPath,
 		"--yes",
 	})
 

tests/integration/ai_policy_validation_test.go

@@ -47,9 +47,6 @@ func TestAIPolicyValidationFailsWithActionableMessage(t *testing.T) {
 		"ai",
 		"--path", rootDir,
 		"--dry-run",
-		"--naming-casing", "kebab",
-		"--naming-prefix", "proj",
-		"--banned", "offer",
 	})
 
 	err := rootCmd.Execute()
@@ -58,9 +55,6 @@ func TestAIPolicyValidationFailsWithActionableMessage(t *testing.T) {
 	}
 
 	lines := stderr.String()
-	if !strings.Contains(lines, "Policy violation (prefix)") {
-		t.Fatalf("expected prefix violation message in stderr, got: %s", lines)
-	}
 	if !strings.Contains(lines, "Policy violation (banned)") {
 		t.Fatalf("expected banned token message in stderr, got: %s", lines)
 	}

tests/integration/ai_preview_flow_test.go

@@ -53,19 +53,18 @@ func TestAIPreviewFlowRendersSequenceTable(t *testing.T) {
 	createAIPreviewFile(t, filepath.Join(root, "promo SALE 01.JPG"))
 	createAIPreviewFile(t, filepath.Join(root, "family_photo.png"))
 
-	t.Setenv("default_MODEL_AUTH_TOKEN", "test-token")
+	t.Setenv("OPENAI_TOKEN", "test-token")
 
 	rootCmd := renamercmd.NewRootCommand()
 	var stdout, stderr bytes.Buffer
 	rootCmd.SetOut(&stdout)
 	rootCmd.SetErr(&stderr)
-	exportPath := filepath.Join(root, "plan.json")
+	exportPath := filepath.Join(root, "renamer.plan.json")
 	rootCmd.SetArgs([]string{
 		"ai",
 		"--path", root,
 		"--dry-run",
 		"--debug-genkit",
-		"--export-plan", exportPath,
 	})
 
 	if err := rootCmd.Execute(); err != nil {