diff --git a/.claude-plugin/marketplace.json b/.claude-plugin/marketplace.json
index 23c5290..a8bb559 100644
--- a/.claude-plugin/marketplace.json
+++ b/.claude-plugin/marketplace.json
@@ -10,7 +10,7 @@
       "name": "agent-loop",
       "source": "./",
       "description": "Autonomous generator-evaluator agent loop for long-running coding tasks. Plan interactively, then execute with full visibility.",
-      "version": "0.4.0",
+      "version": "0.5.0",
       "author": {
         "name": "Sheldon"
       },
diff --git a/.claude-plugin/plugin.json b/.claude-plugin/plugin.json
index 519b339..f7a85a5 100644
--- a/.claude-plugin/plugin.json
+++ b/.claude-plugin/plugin.json
@@ -1,6 +1,6 @@
 {
   "name": "agent-loop",
-  "version": "0.4.0",
+  "version": "0.5.0",
   "description": "Autonomous generator-evaluator agent loop for long-running coding tasks. Plan with /agent-loop:init, then execute with /agent-loop:run.",
   "author": {
     "name": "Sheldon"
diff --git a/skills/init/SKILL.md b/skills/init/SKILL.md
index 2793994..7051a84 100644
--- a/skills/init/SKILL.md
+++ b/skills/init/SKILL.md
@@ -29,7 +29,7 @@ bash "$(ls -d ~/.claude/plugins/cache/agent-loop/agent-loop/*/setup.sh 2>/dev/nu
 
 > `.loop/` is ready. Next:
 > ```
-> /agent-loop:generate
+> /agent-loop:stories
 > ```
 
 **That's it. Do not do anything else. Do not read specs. Do not plan. Do not write code.**
diff --git a/skills/run/SKILL.md b/skills/run/SKILL.md
index fbd45ef..31d51ff 100644
--- a/skills/run/SKILL.md
+++ b/skills/run/SKILL.md
@@ -1,6 +1,6 @@
 ---
 name: run
-description: Execute the generator-evaluator loop interactively inside Claude Code. Dispatches subagents with full visibility. Run /agent-loop:init and /agent-loop:generate first.
+description: Execute the generator-evaluator loop interactively inside Claude Code. Dispatches subagents with full visibility. Run /agent-loop:init and /agent-loop:stories first.
 ---
 
 # /run — Execute Agent Loop Inside Claude Code
@@ -23,7 +23,7 @@ Follow this orchestration sequence exactly.
 ### Step 0: Validate Prerequisites
 
 1. Check `.loop/config.json` exists. If not: tell user to run `/agent-loop:init` and stop.
-2. Check `.loop/prd.json` exists. If not: tell user to run `/agent-loop:generate` and stop.
+2. Check `.loop/prd.json` exists. If not: tell user to run `/agent-loop:stories` and stop.
 3. **Validate prd.json schema.** Read the file and verify:
    - Has a `userStories` array (NOT `sprints`, `stories`, or `tasks`)
    - Each story has: `id`, `title`, `passes`, `priority`
diff --git a/skills/generate/SKILL.md b/skills/stories/SKILL.md
similarity index 99%
rename from skills/generate/SKILL.md
rename to skills/stories/SKILL.md
index 38964e4..748c712 100644
--- a/skills/generate/SKILL.md
+++ b/skills/stories/SKILL.md
@@ -1,5 +1,5 @@
 ---
-name: generate
+name: stories
 description: "Generate prd.json and sprint contracts by dispatching the planner agent. Does not write source code."
 ---