fb

Author: nshkrdotcom

lib/mix/tasks/pipeline.generate.ex

@@ -965,19 +965,34 @@ defmodule Mix.Tasks.Pipeline.Generate do
   end
 
   defp replace_template_variables(config, input) do
-    # Manually replace template variables in the config
-    config_json = Jason.encode!(config)
+    # Deep replace template variables in the config structure
+    deep_replace_templates(config, input)
+  end
 
-    # Replace each input variable
-    updated_json =
-      Enum.reduce(input, config_json, fn {key, value}, acc ->
-        String.replace(acc, "{{#{key}}}", to_string(value))
-      end)
+  defp deep_replace_templates(value, replacements) when is_binary(value) do
+    # Replace all template variables in the string
+    Enum.reduce(replacements, value, fn {key, replacement_value}, acc ->
+      template = "{{#{key}}}"
+      if String.contains?(acc, template) do
+        String.replace(acc, template, to_string(replacement_value))
+      else
+        acc
+      end
+    end)
+  end
 
-    case Jason.decode(updated_json) do
-      {:ok, updated_config} -> updated_config
-      # Return original if replacement failed
-      {:error, _} -> config
-    end
+  defp deep_replace_templates(value, replacements) when is_list(value) do
+    Enum.map(value, &deep_replace_templates(&1, replacements))
+  end
+
+  defp deep_replace_templates(value, replacements) when is_map(value) do
+    Map.new(value, fn {k, v} ->
+      {k, deep_replace_templates(v, replacements)}
+    end)
+  end
+
+  defp deep_replace_templates(value, _replacements) do
+    # For any other type (numbers, booleans, atoms, etc.), return as-is
+    value
   end
 end

lib/pipeline/meta/generator.ex

@@ -122,16 +122,17 @@ defmodule Pipeline.Meta.Generator do
 
   defp select_claude_model(dna) do
     case dna.optimization_chromosome.performance_profile do
-      "speed_optimized" -> "claude-3-haiku-20240307"
-      "accuracy_optimized" -> "claude-3-opus-20240229"
-      _ -> "claude-3-sonnet-20240229"
+      "speed_optimized" -> "claude-opus-4-20250514"
+      "accuracy_optimized" -> "claude-opus-4-20250514"
+      _ -> "claude-opus-4-20250514"
     end
   end
 
   defp select_gemini_model(dna) do
     case dna.optimization_chromosome.performance_profile do
-      "speed_optimized" -> "gemini-1.5-flash"
-      _ -> "gemini-1.5-pro"
+      "speed_optimized" -> "gemini-2.5-flash"
+      "accuracy_optimized" -> "gemini-2.5-pro"
+      _ -> "gemini-2.5-flash-lite-preview-06-17"
     end
   end
 

working_genesis.yaml

@@ -16,18 +16,58 @@ workflow:
         content: |
           Request: {{pipeline_request}}
           
-          Respond with YAML pipeline configuration only. No explanations, no descriptions, no questions - just the YAML code block.
+          ANALYZE THE REQUEST:
+          - If it mentions reading files from specific directories, use claude with cwd
+          - If it mentions "claude code" working in a directory, use claude with cwd
+          - If it mentions analyzing code in a specific path, use claude with cwd
+          - If it needs to modify or create files in specific locations, use claude with cwd
           
+          Generate a pipeline in the EXACT format shown below. DO NOT include providers section, DO NOT include api_key fields, DO NOT include inputs/outputs sections at the root level.
+          
+          Use this exact structure:
+          
+          ```yaml
+          name: descriptive_pipeline_name
+          description: Clear description of what this pipeline does
+          
+          steps:
+            - name: first_step
+              type: prompt
+              provider: gemini
+              model: gemini-2.5-flash-lite-preview-06-17
+              prompt: |
+                Your detailed prompt here
+                
+            - name: second_step
+              type: prompt
+              provider: claude
+              model: claude-opus-4-20250514
+              prompt: |
+                Another detailed prompt
+                Can reference previous steps: {{first_step.output}}
+          ```
+          
+          For Claude steps that need to work with files in specific directories, use:
           ```yaml
-          workflow:
-            name: descriptive_name
-            description: clear purpose
-            version: "1.0.0"
-            
-            steps:
-            - name: meaningful_step_name
+            - name: claude_with_directory
               type: claude
+              claude_options:
+                max_turns: 10
+                allowed_tools: ["Read", "Write", "Edit", "LS", "Glob"]
+                cwd: "/path/to/working/directory"  # Sets working directory for Claude tools
+                output_format: "text"
               prompt:
                 - type: "static"
-                  content: "Detailed, specific prompt"
-          ```
+                  content: |
+                    Your instructions here
+          ```
+          
+          IMPORTANT:
+          - Use gemini-2.5-flash-lite-preview-06-17, gemini-2.5-pro, or gemini-2.5-flash for Gemini models
+          - Use claude-opus-4-20250514 for Claude models
+          - For Claude steps that need file access, use type: claude with claude_options
+          - Set cwd in claude_options to specify working directory
+          - Include allowed_tools for file operations: ["Read", "Write", "Edit", "LS", "Glob", "Grep"]
+          - NO providers section with API keys
+          - NO workflow wrapper
+          - Regular prompts use type: prompt with provider and model fields