diff --git a/docs/user-guide/harness-loop.md b/docs/user-guide/harness-loop.md
index f7b257d..e374e98 100644
--- a/docs/user-guide/harness-loop.md
+++ b/docs/user-guide/harness-loop.md
@@ -23,7 +23,7 @@ The Harness Loop implements the [Ralph Wiggum technique](https://ghuntley.com/ra
 Ralph requires **context training** to be configured. This provides Claude with your project's patterns and conventions.
 
 ```yaml
-# spec-machine/config.local.yml
+# devorch/config.local.yml
 profile:
   context_training: your-training-name
 ```
@@ -270,7 +270,7 @@ The prompt sent to Claude each iteration. Created at `init` time with your conte
 **IMPORTANT:** Before starting work, use the Explore subagent to understand project patterns:
 
 Task tool with subagent_type=Explore:
-"Quickly scan spec-machine/context-training/your-training-name for key patterns..."
+"Quickly scan devorch/context-training/your-training-name for key patterns..."
 
 ---
 
diff --git a/src/cli/commands/harness/create-specs.ts b/src/cli/commands/harness/create-specs.ts
index 24e8eed..a5a8935 100644
--- a/src/cli/commands/harness/create-specs.ts
+++ b/src/cli/commands/harness/create-specs.ts
@@ -108,7 +108,7 @@ export async function createSpecsCommand(options: CreateSpecsOptions): Promise<v
   }
 
   if (contextTrainingName) {
-    const contextTrainingPath = `spec-machine/context-training/${contextTrainingName}`;
+    const contextTrainingPath = `devorch/context-training/${contextTrainingName}`;
     const contextPreamble = `## Load Project Context First
 
 **IMPORTANT:** Before investigating, use the Explore subagent to understand project patterns:
diff --git a/src/cli/commands/harness/init.ts b/src/cli/commands/harness/init.ts
index 642d39d..eacb67a 100644
--- a/src/cli/commands/harness/init.ts
+++ b/src/cli/commands/harness/init.ts
@@ -40,7 +40,7 @@ export async function initCommand(options: InitOptions): Promise<void> {
     log('', 'info');
     log('To fix this:', 'info');
     log('  1. Run /train-context to create context training for your project', 'info');
-    log('  2. Add to spec-machine/config.local.yml:', 'info');
+    log('  2. Add to devorch/config.local.yml:', 'info');
     log('     profile:', 'info');
     log('       context_training: your-training-name', 'info');
     await flushAndExit(1);
diff --git a/src/cli/lib/harness/templates.test.ts b/src/cli/lib/harness/templates.test.ts
index 7a7027d..b20a74f 100644
--- a/src/cli/lib/harness/templates.test.ts
+++ b/src/cli/lib/harness/templates.test.ts
@@ -54,7 +54,7 @@ describe('lib/harness/templates', () => {
       const rendered = renderPromptTemplate('auth-system', 'mobile-app');
       expect(rendered).toContain('auth-system');
       expect(rendered).toContain('devorch/harness/auth-system');
-      expect(rendered).toContain('spec-machine/context-training/mobile-app');
+      expect(rendered).toContain('devorch/context-training/mobile-app');
     });
   });
 
diff --git a/src/cli/lib/harness/templates.ts b/src/cli/lib/harness/templates.ts
index 2fe3776..aeb75dc 100644
--- a/src/cli/lib/harness/templates.ts
+++ b/src/cli/lib/harness/templates.ts
@@ -50,8 +50,8 @@ export function getAsciiArt(): string {
 export function renderPromptTemplate(featureName: string, contextTrainingName: string): string {
   return renderTemplate('PROMPT.template.md', {
     FEATURE_NAME: featureName,
-    HARNESS_DIR: `devorch/harness/${featureName}`,
-    CONTEXT_TRAINING_PATH: `spec-machine/context-training/${contextTrainingName}`,
+    RALPH_DIR: `devorch/harness/${featureName}`,
+    CONTEXT_TRAINING_PATH: `devorch/context-training/${contextTrainingName}`,
   });
 }