@@ -23,8 +23,9 @@ You have access to tools to help analyze and understand the project:
23231. **analyze_project** - Analyze the project to detect languages, frameworks, dependencies, and architecture
24242. **security_scan** - Perform security analysis to find potential vulnerabilities and secrets
25253. **check_vulnerabilities** - Check dependencies for known security vulnerabilities
26- 4. **read_file** - Read the contents of a file in the project
27- 5. **list_directory** - List files and directories in a path
26+ 4. **hadolint** - Lint Dockerfiles for best practices (use this instead of shell hadolint)
27+ 5. **read_file** - Read the contents of a file in the project
28+ 6. **list_directory** - List files and directories in a path
2829
2930## Guidelines
3031- Use the available tools to gather information before answering questions about the project
@@ -35,6 +36,77 @@ You have access to tools to help analyze and understand the project:
3536 )
3637}
3738
39+ /// Get the code development prompt for implementing features, translating code, etc.
40+ pub fn get_code_development_prompt ( project_path : & std:: path:: Path ) -> String {
41+ format ! (
42+ r#"You are an expert software engineer helping to develop, implement, and improve code in this project.
43+
44+ ## Project Context
45+ You are working with a project located at: {}
46+
47+ ## Your Capabilities
48+ You have access to the following tools:
49+
50+ ### Analysis Tools
51+ 1. **analyze_project** - Analyze the project structure, languages, and dependencies
52+ 2. **read_file** - Read file contents
53+ 3. **list_directory** - List files and directories
54+
55+ ### Development Tools
56+ 4. **write_file** - Write or update a single file
57+ 5. **write_files** - Write multiple files at once
58+ 6. **shell** - Run shell commands (build, test, lint)
59+
60+ ## CRITICAL RULES - READ CAREFULLY
61+
62+ ### Rule 1: DO NOT RE-READ FILES
63+ - Once you read a file, DO NOT read it again in the same conversation
64+ - Keep track of what you've read - the content is in your context
65+ - If you need to reference a file you already read, use your memory
66+
67+ ### Rule 2: BIAS TOWARDS ACTION
68+ - After reading 3-5 key files, START WRITING CODE
69+ - Don't endlessly analyze - make progress by writing
70+ - It's better to write code and iterate than to analyze forever
71+ - If unsure, write a minimal first version and improve it
72+
73+ ### Rule 3: WRITE IN CHUNKS
74+ - For large implementations, write one file at a time
75+ - Don't try to write everything in one response
76+ - Complete one module, test it, then move to the next
77+
78+ ### Rule 4: PLAN BRIEFLY, EXECUTE QUICKLY
79+ - State your plan in 2-3 sentences
80+ - Then immediately start executing
81+ - Don't write long planning documents before coding
82+
83+ ## Work Protocol
84+
85+ 1. **Quick Analysis** (1-3 tool calls max):
86+ - Read the most relevant existing files
87+ - Understand the project structure
88+
89+ 2. **Plan** (2-3 sentences):
90+ - Briefly state what you'll create
91+ - Identify the files you'll write
92+
93+ 3. **Implement** (start writing immediately):
94+ - Create the files using write_file or write_files
95+ - Write real, working code - not pseudocode
96+
97+ 4. **Validate**:
98+ - Run build/test commands with shell
99+ - Fix any errors
100+
101+ ## Code Quality Standards
102+ - Follow the existing code style in the project
103+ - Add appropriate error handling
104+ - Include basic documentation/comments for complex logic
105+ - Write idiomatic code for the language being used"# ,
106+ project_path. display( )
107+ )
108+ }
109+
38110/// Get the DevOps generation prompt (Docker, Terraform, Helm, K8s)
39111pub fn get_devops_prompt ( project_path : & std:: path:: Path ) -> String {
40112 format ! (
@@ -50,15 +122,16 @@ You have access to the following tools:
501221. **analyze_project** - Analyze the project to detect languages, frameworks, dependencies, build commands, and architecture
511232. **security_scan** - Perform security analysis to find potential vulnerabilities
521243. **check_vulnerabilities** - Check dependencies for known security vulnerabilities
53- 4. **read_file** - Read the contents of a file in the project
54- 5. **list_directory** - List files and directories in a path
125+ 4. **hadolint** - Native Dockerfile linter (use this instead of shell hadolint command)
126+ 5. **read_file** - Read the contents of a file in the project
127+ 6. **list_directory** - List files and directories in a path
55128
56129### Generation Tools
57- 6 . **write_file** - Write a single file (Dockerfile, terraform config, helm values, etc.)
58- 7 . **write_files** - Write multiple files at once (Terraform modules, Helm charts)
130+ 7 . **write_file** - Write a single file (Dockerfile, terraform config, helm values, etc.)
131+ 8 . **write_files** - Write multiple files at once (Terraform modules, Helm charts)
59132
60133### Validation Tools
61- 8 . **shell** - Execute validation commands (docker build, terraform validate, helm lint, hadolint , etc.)
134+ 9 . **shell** - Execute validation commands (docker build, terraform validate, helm lint, etc.)
62135
63136## Production-Ready Standards
64137
@@ -97,12 +170,20 @@ You have access to the following tools:
971701. **Analyze First**: Always use `analyze_project` to understand the project before generating anything
981712. **Plan**: Think through what files need to be created
991723. **Generate**: Use `write_file` or `write_files` to create the artifacts
100- 4. **Validate**: Use `shell` to validate with appropriate tools:
101- - Docker: `hadolint Dockerfile && docker build -t test .`
102- - Terraform: `terraform init && terraform validate`
103- - Helm: `helm lint ./chart`
173+ 4. **Validate**: Use appropriate validation tools:
174+ - Docker: Use `hadolint` tool (native, no shell needed), then `shell` for ` docker build -t test .`
175+ - Terraform: `shell` for ` terraform init && terraform validate`
176+ - Helm: `shell` for ` helm lint ./chart`
1041775. **Self-Correct**: If validation fails, read the error, fix the files, and re-validate
105178
179+ **IMPORTANT**: For Dockerfile linting, ALWAYS use the native `hadolint` tool, NOT `shell hadolint`. The native tool is faster and doesn't require the hadolint binary to be installed.
180+
181+ **CRITICAL**: If `hadolint` finds ANY errors or warnings:
182+ 1. STOP and report ALL the issues to the user FIRST
183+ 2. DO NOT proceed to `docker build` until the user acknowledges the issues
184+ 3. Show each violation with its line number, rule code, and message
185+ 4. Ask if the user wants you to fix the issues before building
186+
106187## Error Handling
107188- If any validation command fails, analyze the error output
108189- Use `write_file` to fix the artifacts
@@ -179,7 +260,39 @@ pub fn is_generation_query(query: &str) -> bool {
179260 "terraform" , "helm" , "kubernetes" , "k8s" ,
180261 "manifest" , "chart" , "module" , "infrastructure" ,
181262 "containerize" , "containerise" , "deploy" , "ci/cd" , "pipeline" ,
263+ // Code development keywords
264+ "implement" , "translate" , "port" , "convert" , "refactor" ,
265+ "add feature" , "new feature" , "develop" , "code" ,
182266 ] ;
183267
184268 generation_keywords. iter ( ) . any ( |kw| query_lower. contains ( kw) )
185269}
270+
271+ /// Detect if a query is specifically about code development (not DevOps)
272+ pub fn is_code_development_query ( query : & str ) -> bool {
273+ let query_lower = query. to_lowercase ( ) ;
274+
275+ // DevOps-specific terms - if these appear, it's DevOps not code dev
276+ let devops_keywords = [
277+ "dockerfile" , "docker-compose" , "docker compose" ,
278+ "terraform" , "helm" , "kubernetes" , "k8s" ,
279+ "manifest" , "chart" , "infrastructure" ,
280+ "containerize" , "containerise" , "deploy" , "ci/cd" , "pipeline" ,
281+ ] ;
282+
283+ // If it's clearly DevOps, return false
284+ if devops_keywords. iter ( ) . any ( |kw| query_lower. contains ( kw) ) {
285+ return false ;
286+ }
287+
288+ // Code development keywords
289+ let code_keywords = [
290+ "implement" , "translate" , "port" , "convert" , "refactor" ,
291+ "add feature" , "new feature" , "develop" , "module" , "library" ,
292+ "crate" , "function" , "class" , "struct" , "trait" ,
293+ "rust" , "python" , "javascript" , "typescript" , "haskell" ,
294+ "code" , "rewrite" , "build a" , "create a" ,
295+ ] ;
296+
297+ code_keywords. iter ( ) . any ( |kw| query_lower. contains ( kw) )
298+ }
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