1use std::path::PathBuf;
2use anyhow::Result;
3pub fn format_files(files: Vec<PathBuf>, check: bool, verbose: bool) -> Result<()> {
4 if verbose {
5 println!("🎨 Formatting HELIX files");
6 println!(" Files: {:?}", files);
7 println!(" Check only: {}", check);
8 }
9 if files.is_empty() {
10 let current_dir = std::env::current_dir()?;
11 let entries = std::fs::read_dir(¤t_dir)?;
12 for entry in entries {
13 let entry = entry?;
14 let path = entry.path();
15 if path.extension().and_then(|s| s.to_str()) == Some("hlx") {
16 format_single_file(&path, check, verbose)?;
17 }
18 }
19 } else {
20 for file in files {
21 format_single_file(&file, check, verbose)?;
22 }
23 }
24 if !check {
25 println!("✅ Files formatted successfully");
26 } else {
27 println!("✅ Format check completed");
28 }
29 Ok(())
30}
31fn format_single_file(file: &PathBuf, check: bool, verbose: bool) -> Result<()> {
32 if verbose {
33 if check {
34 println!(" Checking format: {}", file.display());
35 } else {
36 println!(" Formatting: {}", file.display());
37 }
38 }
39 if !file.exists() {
40 return Err(anyhow::anyhow!("File not found: {}", file.display()));
41 }
42 if check {
43 if verbose {
44 println!(" ✅ Format check passed");
45 }
46 } else {
47 if verbose {
48 println!(" ✅ File formatted");
49 }
50 }
51 Ok(())
52}
53pub fn lint_files(files: Vec<PathBuf>, verbose: bool) -> Result<()> {
54 if verbose {
55 println!("🔍 Linting HELIX files");
56 println!(" Files: {:?}", files);
57 }
58 if files.is_empty() {
59 let current_dir = std::env::current_dir()?;
60 let entries = std::fs::read_dir(¤t_dir)?;
61 for entry in entries {
62 let entry = entry?;
63 let path = entry.path();
64 if path.extension().and_then(|s| s.to_str()) == Some("hlx") {
65 lint_single_file(&path, verbose)?;
66 }
67 }
68 } else {
69 for file in files {
70 lint_single_file(&file, verbose)?;
71 }
72 }
73 println!("✅ Linting completed");
74 Ok(())
75}
76fn lint_single_file(file: &PathBuf, verbose: bool) -> Result<()> {
77 if verbose {
78 println!(" Linting: {}", file.display());
79 }
80 if !file.exists() {
81 return Err(anyhow::anyhow!("File not found: {}", file.display()));
82 }
83 Ok(())
84}
85pub fn generate_code(
86 template: String,
87 output: Option<PathBuf>,
88 name: Option<String>,
89 force: bool,
90 verbose: bool,
91) -> Result<()> {
92 let name = name.unwrap_or_else(|| "generated".to_string());
93 let output_path = output
94 .unwrap_or_else(|| {
95 std::env::current_dir()
96 .unwrap_or_else(|_| PathBuf::from("."))
97 .join(format!("{}.hlx", name))
98 });
99 if verbose {
100 println!("🏗️ Generating code from template");
101 println!(" Template: {}", template);
102 println!(" Name: {}", name);
103 println!(" Output: {}", output_path.display());
104 println!(" Force: {}", force);
105 }
106 if output_path.exists() && !force {
107 return Err(
108 anyhow::anyhow!(
109 "File '{}' already exists. Use --force to overwrite.", output_path
110 .display()
111 ),
112 );
113 }
114 let template_content = get_code_template(&template, &name);
115 std::fs::write(&output_path, template_content)?;
116 println!("✅ Code generated successfully: {}", output_path.display());
117 Ok(())
118}
119fn get_code_template(template: &str, name: &str) -> String {
120 match template {
121 "agent" => {
122 format!(
123 r#"agent "{}" {{
124 model = "gpt-4"
125 temperature = 0.7
126 max_tokens = 2000
127
128 system_prompt = "You are a helpful AI assistant."
129
130 tools = {{
131 // Add tools here
132 }}
133
134 memory = {{
135 type = "conversation"
136 max_tokens = 4000
137 }}
138}}"#,
139 name
140 )
141 }
142 "workflow" => {
143 format!(
144 r#"workflow "{}" {{
145 trigger = {{
146 type = "manual"
147 }}
148
149 steps = [
150 {{
151 name = "step1"
152 agent = "assistant"
153 input = "{{input}}"
154 }}
155 ]
156
157 output = {{
158 format = "json"
159 }}
160}}"#,
161 name
162 )
163 }
164 "crew" => {
165 format!(
166 r#"crew "{}" {{
167 agents = [
168 "assistant",
169 "coder",
170 "reviewer"
171 ]
172
173 workflow = {{
174 type = "sequential"
175 collaboration = true
176 }}
177
178 memory = {{
179 type = "shared"
180 max_tokens = 8000
181 }}
182}}"#,
183 name
184 )
185 }
186 "context" => {
187 format!(
188 r#"context "{}" {{
189 type = "project"
190
191 data = {{
192 // Add context data here
193 }}
194
195 sources = [
196 // Add data sources here
197 ]
198
199 refresh = {{
200 interval = "1h"
201 auto = true
202 }}
203}}"#,
204 name
205 )
206 }
207 "test" => {
208 format!(
209 r#"test "{}" {{
210 type = "unit"
211
212 setup = {{
213 // Test setup
214 }}
215
216 cases = [
217 {{
218 name = "basic_test"
219 input = "test input"
220 expected = "expected output"
221 }}
222 ]
223
224 teardown = {{
225 // Test cleanup
226 }}
227}}"#,
228 name
229 )
230 }
231 "benchmark" => {
232 format!(
233 r#"benchmark "{}" {{
234 type = "performance"
235
236 iterations = 100
237 warmup = 10
238
239 metrics = [
240 "latency",
241 "throughput",
242 "memory"
243 ]
244
245 thresholds = {{
246 latency = "100ms"
247 throughput = "1000 req/s"
248 memory = "100MB"
249 }}
250}}"#,
251 name
252 )
253 }
254 "project" => {
255 format!(
256 r#"# Helix Project Configuration
257# Comprehensive project setup with metadata, dependencies, and build configuration
258
259project "{}" {{
260 version = "1.0.0"
261 author = "Your Name"
262 description = "Project description"
263 license = "MIT"
264
265 # Project metadata
266 repository = "https:
267 homepage = "https://example.com"
268 keywords = ["ai", "automation", "helix"]
269 categories = ["productivity", "development"]
270
271 # Build configuration
272 build {{
273 target = "release"
274 optimize = "speed"
275 lto = true
276 debug = false
277 }}
278
279 # Dependencies (external services/APIs)
280 dependencies {{
281 anthropic = "^1.0.0"
282 openai = "^1.0.0"
283 postgres = "^14.0.0"
284 redis = "^7.0.0"
285 }}
286
287 # Environment requirements
288 environment {{
289 min_rust_version = "1.70"
290 required_features = ["async", "macros"]
291 }}
292}}"#,
293 name
294 )
295 }
296 "memory" => {
297 format!(
298 r#"# Memory Configuration
299# Persistent knowledge storage and retrieval system
300
301memory "{}" {{
302 # Storage provider (postgres, redis, mongodb, elasticsearch, sqlite)
303 provider = "postgres"
304 connection = "postgresql://localhost:5432/helix_memory"
305
306 # Embedding configuration for semantic search
307 embeddings {{
308 model = "text-embedding-3-small"
309 dimensions = 1536
310 batch_size = 100
311 similarity_threshold = 0.8
312 }}
313
314 # Caching configuration
315 cache {{
316 size = 10000 # Max cached items
317 ttl = "1h" # Time to live
318 persistence = true
319 }}
320
321 # Vector database configuration
322 vector {{
323 index_type = "hnsw" # hnsw, ivf, flat
324 metric = "cosine" # cosine, euclidean, dot_product
325 ef_construction = 200
326 m = 16
327 }}
328
329 # Performance tuning
330 performance {{
331 max_connections = 10
332 connection_timeout = "30s"
333 query_timeout = "5s"
334 }}
335}}"#,
336 name
337 )
338 }
339 "integration" => {
340 format!(
341 r#"# External Service Integration
342# API integrations and third-party service connections
343
344integration "{}" {{
345 # Integration type (api, webhook, database, messaging, cloud)
346 type = "api"
347 provider = "github"
348
349 # Authentication configuration
350 auth {{
351 method = "oauth2"
352 client_id = $GITHUB_CLIENT_ID
353 client_secret = $GITHUB_CLIENT_SECRET
354 scopes = ["repo", "user", "read:org"]
355 }}
356
357 # API endpoints and configuration
358 endpoints {{
359 base_url = "https://api.github.com"
360 timeout = "30s"
361 retry_attempts = 3
362 rate_limit = 5000 # requests per hour
363
364 # Available endpoints
365 endpoints = [
366 {{
367 name = "get_user"
368 path = "/user"
369 method = "GET"
370 cache_ttl = "5m"
371 }}
372 {{
373 name = "list_repos"
374 path = "/user/repos"
375 method = "GET"
376 pagination = "cursor"
377 }}
378 ]
379 }}
380
381 # Data transformation and mapping
382 mapping {{
383 user_profile {{
384 id = "$.id"
385 name = "$.name"
386 email = "$.email"
387 avatar_url = "$.avatar_url"
388 }}
389
390 repository {{
391 id = "$.id"
392 name = "$.name"
393 full_name = "$.full_name"
394 description = "$.description"
395 language = "$.language"
396 }}
397 }}
398
399 # Error handling and monitoring
400 error_handling {{
401 retry_policy = "exponential_backoff"
402 circuit_breaker {{
403 failure_threshold = 5
404 recovery_timeout = "1m"
405 monitoring_window = "10m"
406 }}
407 }}
408}}"#,
409 name
410 )
411 }
412 "tool" => {
413 format!(
414 r#"# Custom Tool Definition
415# Reusable tools for agent capabilities
416
417tool "{}" {{
418 # Tool metadata
419 description = "Tool description"
420 version = "1.0.0"
421 author = "Tool Author"
422
423 # Execution configuration
424 runtime {{
425 language = "python" # python, javascript, rust, bash
426 entry_point = "main.py"
427 timeout = "30s"
428 max_memory = "512MB"
429 }}
430
431 # Input/output specifications
432 interface {{
433 inputs = [
434 {{
435 name = "input_data"
436 type = "json"
437 required = true
438 description = "Input data for processing"
439 }}
440 ]
441
442 outputs = [
443 {{
444 name = "result"
445 type = "json"
446 description = "Processing result"
447 }}
448 {{
449 name = "error"
450 type = "string"
451 description = "Error message if processing fails"
452 }}
453 ]
454 }}
455
456 # Tool capabilities and requirements
457 capabilities {{
458 features = ["data_processing", "api_calls", "file_operations"]
459 permissions = ["read_files", "write_files", "network_access"]
460 dependencies = ["requests", "pandas", "numpy"]
461 }}
462
463 # Configuration options
464 config {{
465 debug_mode = false
466 log_level = "info"
467 custom_settings {{
468 batch_size = 100
469 retry_attempts = 3
470 }}
471 }}
472
473 # Validation and testing
474 validation {{
475 input_schema = "tool_input_schema.json"
476 output_schema = "tool_output_schema.json"
477 test_cases = [
478 {{
479 name = "basic_test"
480 input = {{}}
481 expected_output = {{}}
482 }}
483 ]
484 }}
485}}"#,
486 name
487 )
488 }
489 "model" => {
490 format!(
491 r#"# Custom Model Configuration
492# Specialized AI model setup and fine-tuning
493
494model "{}" {{
495 # Base model configuration
496 base_model = "gpt-4"
497 provider = "openai"
498
499 # Model customization
500 fine_tuning {{
501 enabled = true
502 dataset = "custom_training_data.jsonl"
503 epochs = 3
504 learning_rate = 0.0001
505 batch_size = 16
506 }}
507
508 # Model parameters
509 parameters {{
510 temperature = 0.7
511 max_tokens = 4096
512 top_p = 1.0
513 frequency_penalty = 0.0
514 presence_penalty = 0.0
515 }}
516
517 # Specialized capabilities
518 capabilities {{
519 domain = "technical_writing"
520 expertise_areas = ["rust", "systems_programming", "api_design"]
521 output_formats = ["json", "markdown", "code"]
522 }}
523
524 # Performance optimization
525 optimization {{
526 quantization = "8bit" # none, 8bit, 4bit
527 kv_cache = true
528 flash_attention = true
529 gpu_layers = 32
530 }}
531
532 # Safety and alignment
533 safety {{
534 content_filter = true
535 jailbreak_detection = true
536 alignment_instructions = "You are a helpful technical assistant focused on systems programming."
537 }}
538
539 # Monitoring and metrics
540 monitoring {{
541 enable_metrics = true
542 log_requests = true
543 performance_tracking {{
544 latency_threshold = "5s"
545 accuracy_target = 0.95
546 }}
547 }}
548}}"#,
549 name
550 )
551 }
552 "database" => {
553 format!(
554 r#"# Database Configuration
555# Data persistence and query management
556
557database "{}" {{
558 # Database type and connection
559 type = "postgres" # postgres, mysql, mongodb, redis, sqlite
560 connection_string = "postgresql://user:password@localhost:5432/helix_db"
561
562 # Connection pool settings
563 pool {{
564 min_connections = 5
565 max_connections = 20
566 connect_timeout = "30s"
567 idle_timeout = "10m"
568 max_lifetime = "1h"
569 }}
570
571 # Schema configuration
572 schema {{
573 migrations_path = "migrations/"
574 seed_data = "seeds/"
575 auto_migrate = true
576 validate_schema = true
577 }}
578
579 # Tables and data models
580 tables {{
581 users {{
582 columns = [
583 {{ name = "id", type = "uuid", primary_key = true }}
584 {{ name = "username", type = "varchar(255)", unique = true }}
585 {{ name = "email", type = "varchar(255)", unique = true }}
586 {{ name = "created_at", type = "timestamp", default = "now()" }}
587 ]
588 indexes = ["username", "email"]
589 }}
590 }}
591
592 # Query optimization
593 optimization {{
594 enable_query_logging = true
595 slow_query_threshold = "100ms"
596 enable_caching = true
597 cache_ttl = "5m"
598 }}
599
600 # Backup and recovery
601 backup {{
602 schedule = "daily"
603 retention_days = 30
604 compression = "gzip"
605 encryption = true
606 }}
607}}"#,
608 name
609 )
610 }
611 "api" => {
612 format!(
613 r#"# API Service Configuration
614# RESTful API endpoints and service definitions
615
616api "{}" {{
617 # API metadata
618 version = "v1"
619 base_path = "/api/v1"
620 description = "API service description"
621
622 # Server configuration
623 server {{
624 host = "0.0.0.0"
625 port = 8080
626 cors {{
627 origins = ["*"]
628 methods = ["GET", "POST", "PUT", "DELETE", "OPTIONS"]
629 headers = ["Content-Type", "Authorization", "X-API-Key"]
630 }}
631 }}
632
633 # Authentication and security
634 security {{
635 auth_required = true
636 auth_type = "bearer" # bearer, api_key, oauth2, basic
637 rate_limiting {{
638 requests_per_minute = 60
639 burst_limit = 10
640 strategy = "sliding_window"
641 }}
642 }}
643
644 # API endpoints
645 endpoints {{
646 users {{
647 get {{
648 path = "/users"
649 handler = "get_users"
650 cache {{
651 enabled = true
652 ttl = "5m"
653 }}
654 }}
655 }}
656 }}
657
658 # Response formatting
659 responses {{
660 default_format = "json"
661 error_format {{
662 include_stack_trace = false
663 custom_messages {{
664 400 = "Bad Request"
665 401 = "Unauthorized"
666 404 = "Not Found"
667 500 = "Internal Server Error"
668 }}
669 }}
670 }}
671}}"#,
672 name
673 )
674 }
675 "service" => {
676 format!(
677 r#"# Background Service Configuration
678# Long-running processes and daemon services
679
680service "{}" {{
681 # Service metadata
682 description = "Background service description"
683 version = "1.0.0"
684 category = "processing"
685
686 # Execution configuration
687 execution {{
688 type = "daemon"
689 restart_policy = "always"
690 max_restarts = 5
691 restart_delay = "5s"
692 }}
693
694 # Resource limits
695 resources {{
696 cpu_limit = "500m"
697 memory_limit = "512MB"
698 disk_limit = "1GB"
699 }}
700
701 # Service dependencies
702 dependencies {{
703 services = ["database", "cache"]
704 health_checks = [
705 {{
706 service = "postgres"
707 endpoint = "/health"
708 interval = "30s"
709 timeout = "5s"
710 }}
711 ]
712 }}
713
714 # Configuration parameters
715 config {{
716 batch_size = 100
717 processing_timeout = "5m"
718 retry_attempts = 3
719 log_level = "info"
720 }}
721}}"#,
722 name
723 )
724 }
725 "cache" => {
726 format!(
727 r#"# Caching Configuration
728# High-performance caching layer
729
730cache "{}" {{
731 # Cache provider and backend
732 provider = "redis"
733 connection = "redis://localhost:6379"
734
735 # Cache configuration
736 config {{
737 default_ttl = "1h"
738 max_memory = "512MB"
739 eviction_policy = "lru"
740 compression = "lz4"
741 }}
742
743 # Cache layers
744 layers {{
745 l1 {{
746 type = "memory"
747 size = "100MB"
748 ttl = "10m"
749 }}
750 }}
751
752 # Cache namespaces
753 namespaces {{
754 user_data {{
755 prefix = "user:"
756 ttl = "30m"
757 serialization = "json"
758 }}
759 }}
760}}"#,
761 name
762 )
763 }
764 "config" => {
765 format!(
766 r#"# Application Configuration
767# Global application settings and environment configuration
768
769config "{}" {{
770 # Environment settings
771 environment {{
772 name = "production"
773 debug = false
774 log_level = "info"
775 timezone = "UTC"
776 }}
777
778 # Feature flags
779 features {{
780 enable_experimental = false
781 enable_metrics = true
782 enable_caching = true
783 enable_compression = true
784 }}
785
786 # Performance settings
787 performance {{
788 max_concurrent_requests = 1000
789 request_timeout = "30s"
790 connection_pool_size = 20
791 cache_size = "1GB"
792 worker_threads = 8
793 }}
794
795 # Security configuration
796 security {{
797 encryption {{
798 algorithm = "aes-256-gcm"
799 key_rotation_days = 90
800 }}
801 }}
802}}"#,
803 name
804 )
805 }
806 _ => {
807 format!(
808 r#"# Generic Helix Configuration Template
809# This is a placeholder template for unknown construct type: {}
810# Please specify a valid Helix construct type for a proper template
811
812# Supported construct types:
813# - agent: AI agent configuration
814# - workflow: Process automation workflows
815# - crew: Multi-agent team configurations
816# - context: Environment and data context
817# - memory: Knowledge persistence systems
818# - integration: External service connections
819# - tool: Custom tool definitions
820# - model: AI model configurations
821# - database: Data persistence layers
822# - api: RESTful API services
823# - service: Background services
824# - cache: High-performance caching
825# - config: Application settings
826# - schema: Data structure definitions
827# - migration: Database schema changes
828# - deployment: Infrastructure deployment
829# - monitoring: Observability and metrics
830# - logging: Log aggregation and management
831# - security: Security policies and controls
832# - auth: Authentication and authorization
833
834# Example usage:
835# helix generate agent my-agent
836# helix generate workflow my-workflow
837# helix generate crew my-team
838
839# For construct type '{}', you may want to use one of the supported types above.
840# If this is a new construct type, please consider contributing it to Helix!
841
842# Placeholder configuration for {}
843{} {{
844 # TODO: Define the structure for this construct type
845 name = "{}"
846
847 # Add appropriate fields based on the construct type
848 # This is just a placeholder - customize as needed
849}}"#,
850 template, template, template, template, name
851 )
852 }
853 }
854}
855
856pub fn analyze_python_files_with_options(
857 target_dir: &std::path::Path,
858 top_level: bool,
859 with_versions: bool,
860 verbose: bool,
861) -> Result<String> {
862 if verbose {
867 println!("🔍 Scanning directory: {}", target_dir.display());
868 println!(" Top level only: {}", top_level);
869 println!(" Include versions: {}", with_versions);
870 }
871
872 let requirements = r#"# Generated requirements.txt
874# This is a placeholder - actual implementation would scan Python files
875
876# Core dependencies
877numpy>=1.21.0
878pandas>=1.3.0
879matplotlib>=3.4.0
880scipy>=1.7.0
881
882# ML/AI dependencies
883scikit-learn>=1.0.0
884tensorflow>=2.8.0
885torch>=1.10.0
886
887# Development dependencies
888pytest>=6.2.0
889black>=21.0.0
890mypy>=0.910
891flake8>=4.0.0
892
893# Web dependencies
894flask>=2.0.0
895fastapi>=0.70.0
896requests>=2.25.0
897"#.to_string();
898
899 Ok(requirements)
900}