diff --git a/.gitea/ci/sync_thirdparty_skills.sh b/.gitea/ci/sync_thirdparty_skills.sh
index 71c5b894..ddc38970 100644
--- a/.gitea/ci/sync_thirdparty_skills.sh
+++ b/.gitea/ci/sync_thirdparty_skills.sh
@@ -36,7 +36,7 @@ for entry in data["sources"]:
 PY
 }
 
-render_codex_skill() {
+render_skill() {
   local snapshot_root="$1"
   local output_dir="$2"
   local platform_config_rel="$3"
@@ -101,8 +101,8 @@ PY
 
 tracked_skill_exists() {
   local name="$1"
-  # conflict only if a first-party SKILL.md exists directly under codex/skills/<name>/
-  [ -f "codex/skills/$name/SKILL.md" ]
+  # conflict only if a first-party SKILL.md exists directly under skills/<name>/
+  [ -f "skills/$name/SKILL.md" ]
 }
 
 
@@ -122,7 +122,7 @@ trap cleanup EXIT
 
 git checkout -B "$TARGET_BRANCH" "origin/$TARGET_BRANCH"
 
-mkdir -p "codex/skills/thirdparty/.sources"
+mkdir -p "skills/thirdparty/.sources"
 
 sources_file="$tmp_dir/sources.tsv"
 if ! emit_sources_tsv > "$sources_file"; then
@@ -136,7 +136,7 @@ while IFS=$'\x1f' read -r source_id snapshot_dir sync_mode source_list skills_su
   if [ -f "$source_list" ]; then
     while IFS= read -r name; do
       [ -n "$name" ] || continue
-      rm -rf "codex/skills/$name"
+      rm -rf "skills/$name"
     done < "$source_list"
   fi
 done < "$sources_file"
@@ -169,13 +169,13 @@ while IFS=$'\x1f' read -r source_id snapshot_dir sync_mode source_list skills_su
           exit 1
         fi
 
-        rm -rf "codex/skills/thirdparty/$name"
-        cp -R "$dir" "codex/skills/thirdparty/$name"
+        rm -rf "skills/thirdparty/$name"
+        cp -R "$dir" "skills/thirdparty/$name"
         names+=("$name")
         owners["$name"]="$source_id"
       done
       ;;
-    render_codex_skill)
+    render_skill)
       name="$output_name"
       if [ -n "${owners[$name]:-}" ] && [ "${owners[$name]}" != "$source_id" ]; then
         echo "ERROR: duplicate third-party skill name: $name" >&2
@@ -186,7 +186,7 @@ while IFS=$'\x1f' read -r source_id snapshot_dir sync_mode source_list skills_su
         exit 1
       fi
 
-      render_codex_skill "$snapshot_root" "codex/skills/thirdparty/$name" "$platform_config" "$template_root" "$data_dir" "$scripts_dir"
+      render_skill "$snapshot_root" "skills/thirdparty/$name" "$platform_config" "$template_root" "$data_dir" "$scripts_dir"
       names+=("$name")
       owners["$name"]="$source_id"
       ;;
@@ -199,7 +199,7 @@ while IFS=$'\x1f' read -r source_id snapshot_dir sync_mode source_list skills_su
   printf "%s\n" "${names[@]}" | sort > "$source_list"
 done < "$sources_file"
 
-git add codex/skills
+git add skills
 
 if git diff --cached --quiet; then
   echo "No third-party skills to sync."
diff --git a/.gitea/ci/thirdparty_skills.json b/.gitea/ci/thirdparty_skills.json
index f76af954..4e313347 100644
--- a/.gitea/ci/thirdparty_skills.json
+++ b/.gitea/ci/thirdparty_skills.json
@@ -6,7 +6,7 @@
       "upstream_ref": "main",
       "snapshot_dir": "superpowers",
       "sync_mode": "copy_skill_dirs",
-      "source_list": "codex/skills/thirdparty/.sources/superpowers.list",
+      "source_list": "skills/thirdparty/.sources/superpowers.list",
       "skills_subdir": "skills",
       "remove_paths": ["skills/ui-ux-pro-max"]
     },
@@ -15,8 +15,8 @@
       "upstream_repo": "https://github.com/nextlevelbuilder/ui-ux-pro-max-skill.git",
       "upstream_ref": "main",
       "snapshot_dir": "ui-ux-pro-max",
-      "sync_mode": "render_codex_skill",
-      "source_list": "codex/skills/thirdparty/.sources/ui-ux-pro-max.list",
+      "sync_mode": "render_skill",
+      "source_list": "skills/thirdparty/.sources/ui-ux-pro-max.list",
       "output_name": "ui-ux-pro-max",
       "platform_config": "src/ui-ux-pro-max/templates/platforms/codex.json",
       "template_root": "src/ui-ux-pro-max/templates",
@@ -29,7 +29,7 @@
       "upstream_ref": "main",
       "snapshot_dir": "andrej-karpathy-skills",
       "sync_mode": "copy_skill_dirs",
-      "source_list": "codex/skills/thirdparty/.sources/andrej-karpathy-skills.list",
+      "source_list": "skills/thirdparty/.sources/andrej-karpathy-skills.list",
       "skills_subdir": "skills"
     }
   ]
diff --git a/.markdownlintignore b/.markdownlintignore
index b96c989a..4531846b 100644
--- a/.markdownlintignore
+++ b/.markdownlintignore
@@ -1,4 +1,4 @@
 node_modules
 tmp
 reports
-codex/skills/thirdparty
+skills/thirdparty
diff --git a/.prettierignore b/.prettierignore
index d0de8ec9..85d77ac5 100644
--- a/.prettierignore
+++ b/.prettierignore
@@ -1 +1 @@
-codex/skills/**
+skills/**
diff --git a/README.md b/README.md
index 57a2f352..922e6164 100644
--- a/README.md
+++ b/README.md
@@ -116,7 +116,7 @@ Layer 1: rulesets/          (≤50 行/语言，模板源)
   ├─ 核心约束与安全红线
   └─ 指向 Skills 和 docs
 
-Layer 2: codex/skills/     (按需加载，$skill-name 触发)
+Layer 2: skills/           (按需加载，$skill-name 触发)
   ├─ commit-message: 提交信息规范
   ├─ style-cleanup: 代码风格整理
   ├─ bulk-refactor-workflow: 批量重构流程
@@ -158,7 +158,7 @@ Layer 3: docs/             (权威静态文档)
 
 ## SKILLS（Codex CLI / Claude Code）
 
-本仓库内置一组 AI agent skills（见 `codex/skills/`），支持 Codex CLI 和 Claude Code，用于按需加载的工作流与知识库。
+本仓库内置一组 AI agent skills（见 `skills/`），支持 Codex CLI 和 Claude Code，用于按需加载的工作流与知识库。
 
 TSL 相关问题直接查阅 `rulesets/tsl/index.md` 与 `docs/tsl/`。
 
diff --git a/SKILLS.md b/SKILLS.md
index 53c747f4..d2a78659 100644
--- a/SKILLS.md
+++ b/SKILLS.md
@@ -10,7 +10,7 @@
 | Codex CLI   | `~/.agents/skills/` |
 | Claude Code | `~/.claude/skills/` |
 
-> 提示：本仓库将 skills 以可分发的形式放在 `codex/skills/`，并提供脚本一键安装到对应平台目录。
+> 提示：本仓库将 skills 以可分发的形式放在 `skills/`，并提供脚本一键安装到对应平台目录。
 
 ---
 
@@ -40,7 +40,7 @@ skills = true
 本 Playbook 以“可分发、可安装”的方式提供 skills：
 
 ```txt
-codex/skills/
+skills/
   <skill-name>/         # 本仓库自维护
     SKILL.md
     references/        # 可选：拆分参考文档
@@ -164,7 +164,7 @@ python <deploy_root>/scripts/playbook.py -config playbook.toml
 
 ## 8. 本 Playbook 原生 skills
 
-位于 `codex/skills/`（Playbook 自维护部分），当前共 3 个。
+位于 `skills/`（Playbook 自维护部分），当前共 3 个。
 第三方 skills 来源见第 9 节。
 
 ### 语言特定 Skills
@@ -181,7 +181,7 @@ python <deploy_root>/scripts/playbook.py -config playbook.toml
 
 ## 9. Third-party Skills
 
-来源：`codex/skills/thirdparty/.sources/`（第三方来源清单目录）。
+来源：`skills/thirdparty/.sources/`（第三方来源清单目录）。
 
 - `superpowers.list`
 - `ui-ux-pro-max.list`
@@ -190,7 +190,7 @@ python <deploy_root>/scripts/playbook.py -config playbook.toml
 部署链路：
 
 - `thirdparty/skill` 分支保存上游快照 `andrej-karpathy-skills/`
-- 自动同步后，`skills/karpathy-guidelines/` 会落到 `codex/skills/karpathy-guidelines/`
+- 自动同步后，`karpathy-guidelines/` 会落到仓库内 `skills/thirdparty/karpathy-guidelines/`
 - 运行 `[install_skills]` 时，再复制到目标平台 skills 目录（`~/.agents/skills/` 或 `~/.claude/skills/`）
 - 该 skill 本身不依赖 Playbook 文档路径重写，也不需要像 `ui-ux-pro-max` 那样额外渲染
 
diff --git a/scripts/playbook.py b/scripts/playbook.py
index cee47c80..7e28cfbf 100644
--- a/scripts/playbook.py
+++ b/scripts/playbook.py
@@ -477,7 +477,7 @@ def vendor_action(config: dict, context: dict) -> int:
         copy2(gitattributes_src, dest_prefix / ".gitattributes")
 
     copytree(PLAYBOOK_ROOT / "scripts", dest_prefix / "scripts")
-    copytree(PLAYBOOK_ROOT / "codex", dest_prefix / "codex")
+    copytree(PLAYBOOK_ROOT / "skills", dest_prefix / "skills")
     copy2(PLAYBOOK_ROOT / "SKILLS.md", dest_prefix / "SKILLS.md")
 
     common_docs = PLAYBOOK_ROOT / "docs/common"
@@ -1253,7 +1253,7 @@ def install_skills_action(config: dict, context: dict) -> int:
     if not agents_home.is_absolute():
         agents_home = (context["project_root"] / agents_home).resolve()
 
-    skills_src_root = PLAYBOOK_ROOT / "codex/skills"
+    skills_src_root = PLAYBOOK_ROOT / "skills"
     skills_thirdparty_root = skills_src_root / "thirdparty"
     if not skills_src_root.is_dir():
         print(f"ERROR: skills source not found: {skills_src_root}", file=sys.stderr)
diff --git a/codex/skills/bulk-refactor-workflow/SKILL.md b/skills/bulk-refactor-workflow/SKILL.md
similarity index 100%
rename from codex/skills/bulk-refactor-workflow/SKILL.md
rename to skills/bulk-refactor-workflow/SKILL.md
diff --git a/codex/skills/commit-message/SKILL.md b/skills/commit-message/SKILL.md
similarity index 100%
rename from codex/skills/commit-message/SKILL.md
rename to skills/commit-message/SKILL.md
diff --git a/codex/skills/style-cleanup/SKILL.md b/skills/style-cleanup/SKILL.md
similarity index 100%
rename from codex/skills/style-cleanup/SKILL.md
rename to skills/style-cleanup/SKILL.md
diff --git a/codex/skills/thirdparty/.sources/andrej-karpathy-skills.list b/skills/thirdparty/.sources/andrej-karpathy-skills.list
similarity index 100%
rename from codex/skills/thirdparty/.sources/andrej-karpathy-skills.list
rename to skills/thirdparty/.sources/andrej-karpathy-skills.list
diff --git a/codex/skills/thirdparty/.sources/superpowers.list b/skills/thirdparty/.sources/superpowers.list
similarity index 100%
rename from codex/skills/thirdparty/.sources/superpowers.list
rename to skills/thirdparty/.sources/superpowers.list
diff --git a/codex/skills/thirdparty/.sources/ui-ux-pro-max.list b/skills/thirdparty/.sources/ui-ux-pro-max.list
similarity index 100%
rename from codex/skills/thirdparty/.sources/ui-ux-pro-max.list
rename to skills/thirdparty/.sources/ui-ux-pro-max.list
diff --git a/codex/skills/thirdparty/brainstorming/SKILL.md b/skills/thirdparty/brainstorming/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/brainstorming/SKILL.md
rename to skills/thirdparty/brainstorming/SKILL.md
diff --git a/codex/skills/thirdparty/brainstorming/scripts/frame-template.html b/skills/thirdparty/brainstorming/scripts/frame-template.html
similarity index 100%
rename from codex/skills/thirdparty/brainstorming/scripts/frame-template.html
rename to skills/thirdparty/brainstorming/scripts/frame-template.html
diff --git a/codex/skills/thirdparty/brainstorming/scripts/helper.js b/skills/thirdparty/brainstorming/scripts/helper.js
similarity index 100%
rename from codex/skills/thirdparty/brainstorming/scripts/helper.js
rename to skills/thirdparty/brainstorming/scripts/helper.js
diff --git a/codex/skills/thirdparty/brainstorming/scripts/server.cjs b/skills/thirdparty/brainstorming/scripts/server.cjs
similarity index 100%
rename from codex/skills/thirdparty/brainstorming/scripts/server.cjs
rename to skills/thirdparty/brainstorming/scripts/server.cjs
diff --git a/codex/skills/thirdparty/brainstorming/scripts/start-server.sh b/skills/thirdparty/brainstorming/scripts/start-server.sh
similarity index 100%
rename from codex/skills/thirdparty/brainstorming/scripts/start-server.sh
rename to skills/thirdparty/brainstorming/scripts/start-server.sh
diff --git a/codex/skills/thirdparty/brainstorming/scripts/stop-server.sh b/skills/thirdparty/brainstorming/scripts/stop-server.sh
similarity index 100%
rename from codex/skills/thirdparty/brainstorming/scripts/stop-server.sh
rename to skills/thirdparty/brainstorming/scripts/stop-server.sh
diff --git a/codex/skills/thirdparty/brainstorming/spec-document-reviewer-prompt.md b/skills/thirdparty/brainstorming/spec-document-reviewer-prompt.md
similarity index 100%
rename from codex/skills/thirdparty/brainstorming/spec-document-reviewer-prompt.md
rename to skills/thirdparty/brainstorming/spec-document-reviewer-prompt.md
diff --git a/codex/skills/thirdparty/brainstorming/visual-companion.md b/skills/thirdparty/brainstorming/visual-companion.md
similarity index 100%
rename from codex/skills/thirdparty/brainstorming/visual-companion.md
rename to skills/thirdparty/brainstorming/visual-companion.md
diff --git a/codex/skills/thirdparty/dispatching-parallel-agents/SKILL.md b/skills/thirdparty/dispatching-parallel-agents/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/dispatching-parallel-agents/SKILL.md
rename to skills/thirdparty/dispatching-parallel-agents/SKILL.md
diff --git a/codex/skills/thirdparty/executing-plans/SKILL.md b/skills/thirdparty/executing-plans/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/executing-plans/SKILL.md
rename to skills/thirdparty/executing-plans/SKILL.md
diff --git a/codex/skills/thirdparty/finishing-a-development-branch/SKILL.md b/skills/thirdparty/finishing-a-development-branch/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/finishing-a-development-branch/SKILL.md
rename to skills/thirdparty/finishing-a-development-branch/SKILL.md
diff --git a/codex/skills/thirdparty/karpathy-guidelines/SKILL.md b/skills/thirdparty/karpathy-guidelines/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/karpathy-guidelines/SKILL.md
rename to skills/thirdparty/karpathy-guidelines/SKILL.md
diff --git a/codex/skills/thirdparty/receiving-code-review/SKILL.md b/skills/thirdparty/receiving-code-review/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/receiving-code-review/SKILL.md
rename to skills/thirdparty/receiving-code-review/SKILL.md
diff --git a/codex/skills/thirdparty/requesting-code-review/SKILL.md b/skills/thirdparty/requesting-code-review/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/requesting-code-review/SKILL.md
rename to skills/thirdparty/requesting-code-review/SKILL.md
diff --git a/codex/skills/thirdparty/requesting-code-review/code-reviewer.md b/skills/thirdparty/requesting-code-review/code-reviewer.md
similarity index 100%
rename from codex/skills/thirdparty/requesting-code-review/code-reviewer.md
rename to skills/thirdparty/requesting-code-review/code-reviewer.md
diff --git a/codex/skills/thirdparty/subagent-driven-development/SKILL.md b/skills/thirdparty/subagent-driven-development/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/subagent-driven-development/SKILL.md
rename to skills/thirdparty/subagent-driven-development/SKILL.md
diff --git a/codex/skills/thirdparty/subagent-driven-development/code-quality-reviewer-prompt.md b/skills/thirdparty/subagent-driven-development/code-quality-reviewer-prompt.md
similarity index 100%
rename from codex/skills/thirdparty/subagent-driven-development/code-quality-reviewer-prompt.md
rename to skills/thirdparty/subagent-driven-development/code-quality-reviewer-prompt.md
diff --git a/codex/skills/thirdparty/subagent-driven-development/implementer-prompt.md b/skills/thirdparty/subagent-driven-development/implementer-prompt.md
similarity index 100%
rename from codex/skills/thirdparty/subagent-driven-development/implementer-prompt.md
rename to skills/thirdparty/subagent-driven-development/implementer-prompt.md
diff --git a/codex/skills/thirdparty/subagent-driven-development/spec-reviewer-prompt.md b/skills/thirdparty/subagent-driven-development/spec-reviewer-prompt.md
similarity index 100%
rename from codex/skills/thirdparty/subagent-driven-development/spec-reviewer-prompt.md
rename to skills/thirdparty/subagent-driven-development/spec-reviewer-prompt.md
diff --git a/codex/skills/thirdparty/systematic-debugging/SKILL.md b/skills/thirdparty/systematic-debugging/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/systematic-debugging/SKILL.md
rename to skills/thirdparty/systematic-debugging/SKILL.md
diff --git a/codex/skills/thirdparty/systematic-debugging/condition-based-waiting-example.ts b/skills/thirdparty/systematic-debugging/condition-based-waiting-example.ts
similarity index 100%
rename from codex/skills/thirdparty/systematic-debugging/condition-based-waiting-example.ts
rename to skills/thirdparty/systematic-debugging/condition-based-waiting-example.ts
diff --git a/codex/skills/thirdparty/systematic-debugging/condition-based-waiting.md b/skills/thirdparty/systematic-debugging/condition-based-waiting.md
similarity index 100%
rename from codex/skills/thirdparty/systematic-debugging/condition-based-waiting.md
rename to skills/thirdparty/systematic-debugging/condition-based-waiting.md
diff --git a/codex/skills/thirdparty/systematic-debugging/defense-in-depth.md b/skills/thirdparty/systematic-debugging/defense-in-depth.md
similarity index 100%
rename from codex/skills/thirdparty/systematic-debugging/defense-in-depth.md
rename to skills/thirdparty/systematic-debugging/defense-in-depth.md
diff --git a/codex/skills/thirdparty/systematic-debugging/find-polluter.sh b/skills/thirdparty/systematic-debugging/find-polluter.sh
similarity index 100%
rename from codex/skills/thirdparty/systematic-debugging/find-polluter.sh
rename to skills/thirdparty/systematic-debugging/find-polluter.sh
diff --git a/codex/skills/thirdparty/systematic-debugging/root-cause-tracing.md b/skills/thirdparty/systematic-debugging/root-cause-tracing.md
similarity index 100%
rename from codex/skills/thirdparty/systematic-debugging/root-cause-tracing.md
rename to skills/thirdparty/systematic-debugging/root-cause-tracing.md
diff --git a/codex/skills/thirdparty/systematic-debugging/test-academic.md b/skills/thirdparty/systematic-debugging/test-academic.md
similarity index 100%
rename from codex/skills/thirdparty/systematic-debugging/test-academic.md
rename to skills/thirdparty/systematic-debugging/test-academic.md
diff --git a/codex/skills/thirdparty/systematic-debugging/test-pressure-1.md b/skills/thirdparty/systematic-debugging/test-pressure-1.md
similarity index 100%
rename from codex/skills/thirdparty/systematic-debugging/test-pressure-1.md
rename to skills/thirdparty/systematic-debugging/test-pressure-1.md
diff --git a/codex/skills/thirdparty/systematic-debugging/test-pressure-2.md b/skills/thirdparty/systematic-debugging/test-pressure-2.md
similarity index 100%
rename from codex/skills/thirdparty/systematic-debugging/test-pressure-2.md
rename to skills/thirdparty/systematic-debugging/test-pressure-2.md
diff --git a/codex/skills/thirdparty/systematic-debugging/test-pressure-3.md b/skills/thirdparty/systematic-debugging/test-pressure-3.md
similarity index 100%
rename from codex/skills/thirdparty/systematic-debugging/test-pressure-3.md
rename to skills/thirdparty/systematic-debugging/test-pressure-3.md
diff --git a/codex/skills/thirdparty/test-driven-development/SKILL.md b/skills/thirdparty/test-driven-development/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/test-driven-development/SKILL.md
rename to skills/thirdparty/test-driven-development/SKILL.md
diff --git a/codex/skills/thirdparty/test-driven-development/testing-anti-patterns.md b/skills/thirdparty/test-driven-development/testing-anti-patterns.md
similarity index 100%
rename from codex/skills/thirdparty/test-driven-development/testing-anti-patterns.md
rename to skills/thirdparty/test-driven-development/testing-anti-patterns.md
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/SKILL.md b/skills/thirdparty/ui-ux-pro-max/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/SKILL.md
rename to skills/thirdparty/ui-ux-pro-max/SKILL.md
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/_sync_all.py b/skills/thirdparty/ui-ux-pro-max/data/_sync_all.py
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/_sync_all.py
rename to skills/thirdparty/ui-ux-pro-max/data/_sync_all.py
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/app-interface.csv b/skills/thirdparty/ui-ux-pro-max/data/app-interface.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/app-interface.csv
rename to skills/thirdparty/ui-ux-pro-max/data/app-interface.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/charts.csv b/skills/thirdparty/ui-ux-pro-max/data/charts.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/charts.csv
rename to skills/thirdparty/ui-ux-pro-max/data/charts.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/colors.csv b/skills/thirdparty/ui-ux-pro-max/data/colors.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/colors.csv
rename to skills/thirdparty/ui-ux-pro-max/data/colors.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/design.csv b/skills/thirdparty/ui-ux-pro-max/data/design.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/design.csv
rename to skills/thirdparty/ui-ux-pro-max/data/design.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/draft.csv b/skills/thirdparty/ui-ux-pro-max/data/draft.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/draft.csv
rename to skills/thirdparty/ui-ux-pro-max/data/draft.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/google-fonts.csv b/skills/thirdparty/ui-ux-pro-max/data/google-fonts.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/google-fonts.csv
rename to skills/thirdparty/ui-ux-pro-max/data/google-fonts.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/icons.csv b/skills/thirdparty/ui-ux-pro-max/data/icons.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/icons.csv
rename to skills/thirdparty/ui-ux-pro-max/data/icons.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/landing.csv b/skills/thirdparty/ui-ux-pro-max/data/landing.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/landing.csv
rename to skills/thirdparty/ui-ux-pro-max/data/landing.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/products.csv b/skills/thirdparty/ui-ux-pro-max/data/products.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/products.csv
rename to skills/thirdparty/ui-ux-pro-max/data/products.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/react-performance.csv b/skills/thirdparty/ui-ux-pro-max/data/react-performance.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/react-performance.csv
rename to skills/thirdparty/ui-ux-pro-max/data/react-performance.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/angular.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/angular.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/angular.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/angular.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/astro.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/astro.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/astro.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/astro.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/flutter.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/flutter.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/flutter.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/flutter.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/html-tailwind.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/html-tailwind.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/html-tailwind.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/html-tailwind.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/jetpack-compose.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/jetpack-compose.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/jetpack-compose.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/jetpack-compose.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/laravel.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/laravel.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/laravel.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/laravel.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/nextjs.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/nextjs.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/nextjs.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/nextjs.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/nuxt-ui.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/nuxt-ui.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/nuxt-ui.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/nuxt-ui.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/nuxtjs.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/nuxtjs.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/nuxtjs.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/nuxtjs.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/react-native.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/react-native.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/react-native.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/react-native.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/react.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/react.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/react.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/react.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/shadcn.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/shadcn.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/shadcn.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/shadcn.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/svelte.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/svelte.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/svelte.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/svelte.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/swiftui.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/swiftui.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/swiftui.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/swiftui.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/threejs.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/threejs.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/threejs.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/threejs.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/stacks/vue.csv b/skills/thirdparty/ui-ux-pro-max/data/stacks/vue.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/stacks/vue.csv
rename to skills/thirdparty/ui-ux-pro-max/data/stacks/vue.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/styles.csv b/skills/thirdparty/ui-ux-pro-max/data/styles.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/styles.csv
rename to skills/thirdparty/ui-ux-pro-max/data/styles.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/typography.csv b/skills/thirdparty/ui-ux-pro-max/data/typography.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/typography.csv
rename to skills/thirdparty/ui-ux-pro-max/data/typography.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/ui-reasoning.csv b/skills/thirdparty/ui-ux-pro-max/data/ui-reasoning.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/ui-reasoning.csv
rename to skills/thirdparty/ui-ux-pro-max/data/ui-reasoning.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/data/ux-guidelines.csv b/skills/thirdparty/ui-ux-pro-max/data/ux-guidelines.csv
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/data/ux-guidelines.csv
rename to skills/thirdparty/ui-ux-pro-max/data/ux-guidelines.csv
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/scripts/core.py b/skills/thirdparty/ui-ux-pro-max/scripts/core.py
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/scripts/core.py
rename to skills/thirdparty/ui-ux-pro-max/scripts/core.py
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/scripts/design_system.py b/skills/thirdparty/ui-ux-pro-max/scripts/design_system.py
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/scripts/design_system.py
rename to skills/thirdparty/ui-ux-pro-max/scripts/design_system.py
diff --git a/codex/skills/thirdparty/ui-ux-pro-max/scripts/search.py b/skills/thirdparty/ui-ux-pro-max/scripts/search.py
similarity index 100%
rename from codex/skills/thirdparty/ui-ux-pro-max/scripts/search.py
rename to skills/thirdparty/ui-ux-pro-max/scripts/search.py
diff --git a/codex/skills/thirdparty/using-git-worktrees/SKILL.md b/skills/thirdparty/using-git-worktrees/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/using-git-worktrees/SKILL.md
rename to skills/thirdparty/using-git-worktrees/SKILL.md
diff --git a/codex/skills/thirdparty/using-superpowers/SKILL.md b/skills/thirdparty/using-superpowers/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/using-superpowers/SKILL.md
rename to skills/thirdparty/using-superpowers/SKILL.md
diff --git a/codex/skills/thirdparty/using-superpowers/references/codex-tools.md b/skills/thirdparty/using-superpowers/references/codex-tools.md
similarity index 100%
rename from codex/skills/thirdparty/using-superpowers/references/codex-tools.md
rename to skills/thirdparty/using-superpowers/references/codex-tools.md
diff --git a/codex/skills/thirdparty/using-superpowers/references/copilot-tools.md b/skills/thirdparty/using-superpowers/references/copilot-tools.md
similarity index 100%
rename from codex/skills/thirdparty/using-superpowers/references/copilot-tools.md
rename to skills/thirdparty/using-superpowers/references/copilot-tools.md
diff --git a/codex/skills/thirdparty/using-superpowers/references/gemini-tools.md b/skills/thirdparty/using-superpowers/references/gemini-tools.md
similarity index 100%
rename from codex/skills/thirdparty/using-superpowers/references/gemini-tools.md
rename to skills/thirdparty/using-superpowers/references/gemini-tools.md
diff --git a/codex/skills/thirdparty/verification-before-completion/SKILL.md b/skills/thirdparty/verification-before-completion/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/verification-before-completion/SKILL.md
rename to skills/thirdparty/verification-before-completion/SKILL.md
diff --git a/codex/skills/thirdparty/writing-plans/SKILL.md b/skills/thirdparty/writing-plans/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/writing-plans/SKILL.md
rename to skills/thirdparty/writing-plans/SKILL.md
diff --git a/codex/skills/thirdparty/writing-plans/plan-document-reviewer-prompt.md b/skills/thirdparty/writing-plans/plan-document-reviewer-prompt.md
similarity index 100%
rename from codex/skills/thirdparty/writing-plans/plan-document-reviewer-prompt.md
rename to skills/thirdparty/writing-plans/plan-document-reviewer-prompt.md
diff --git a/codex/skills/thirdparty/writing-skills/SKILL.md b/skills/thirdparty/writing-skills/SKILL.md
similarity index 100%
rename from codex/skills/thirdparty/writing-skills/SKILL.md
rename to skills/thirdparty/writing-skills/SKILL.md
diff --git a/codex/skills/thirdparty/writing-skills/anthropic-best-practices.md b/skills/thirdparty/writing-skills/anthropic-best-practices.md
similarity index 100%
rename from codex/skills/thirdparty/writing-skills/anthropic-best-practices.md
rename to skills/thirdparty/writing-skills/anthropic-best-practices.md
diff --git a/codex/skills/thirdparty/writing-skills/examples/CLAUDE_MD_TESTING.md b/skills/thirdparty/writing-skills/examples/CLAUDE_MD_TESTING.md
similarity index 100%
rename from codex/skills/thirdparty/writing-skills/examples/CLAUDE_MD_TESTING.md
rename to skills/thirdparty/writing-skills/examples/CLAUDE_MD_TESTING.md
diff --git a/codex/skills/thirdparty/writing-skills/graphviz-conventions.dot b/skills/thirdparty/writing-skills/graphviz-conventions.dot
similarity index 100%
rename from codex/skills/thirdparty/writing-skills/graphviz-conventions.dot
rename to skills/thirdparty/writing-skills/graphviz-conventions.dot
diff --git a/codex/skills/thirdparty/writing-skills/persuasion-principles.md b/skills/thirdparty/writing-skills/persuasion-principles.md
similarity index 100%
rename from codex/skills/thirdparty/writing-skills/persuasion-principles.md
rename to skills/thirdparty/writing-skills/persuasion-principles.md
diff --git a/codex/skills/thirdparty/writing-skills/render-graphs.js b/skills/thirdparty/writing-skills/render-graphs.js
similarity index 100%
rename from codex/skills/thirdparty/writing-skills/render-graphs.js
rename to skills/thirdparty/writing-skills/render-graphs.js
diff --git a/codex/skills/thirdparty/writing-skills/testing-skills-with-subagents.md b/skills/thirdparty/writing-skills/testing-skills-with-subagents.md
similarity index 100%
rename from codex/skills/thirdparty/writing-skills/testing-skills-with-subagents.md
rename to skills/thirdparty/writing-skills/testing-skills-with-subagents.md
diff --git a/templates/README.md b/templates/README.md
index 9e43decb..79af571b 100644
--- a/templates/README.md
+++ b/templates/README.md
@@ -325,7 +325,7 @@ python scripts/playbook.py -config playbook.toml
 ```text
 playbook/
 ├── rulesets/        # 语言级硬规则 → 部署到 .agents/
-├── codex/skills/    # 按需加载的技能（thirdparty/ 为第三方同步）
+├── skills/          # 按需加载的技能（thirdparty/ 为第三方同步）
 ├── docs/            # 权威静态文档
 ├── templates/       # 本目录：项目架构模板 → 部署到 memory-bank/ 等
 └── scripts/
diff --git a/tests/cli/test_playbook_cli.py b/tests/cli/test_playbook_cli.py
index db7c2f66..97fc6c8d 100644
--- a/tests/cli/test_playbook_cli.py
+++ b/tests/cli/test_playbook_cli.py
@@ -397,6 +397,9 @@ skills = ["brainstorming"]
             manifest_src = ROOT / ".gitea" / "ci" / "thirdparty_skills.json"
             manifest_dst = repo / ".gitea" / "ci" / "thirdparty_skills.json"
             manifest_dst.write_text(manifest_src.read_text(encoding="utf-8"), encoding="utf-8")
+            sync_src = ROOT / ".gitea" / "ci" / "sync_thirdparty_skills.sh"
+            sync_dst = repo / ".gitea" / "ci" / "sync_thirdparty_skills.sh"
+            sync_dst.write_text(sync_src.read_text(encoding="utf-8"), encoding="utf-8")
 
             sync_result = subprocess.run(
                 ["bash", ".gitea/ci/sync_thirdparty_skills.sh"],
diff --git a/tests/test_deployment_routes_e2e.py b/tests/test_deployment_routes_e2e.py
new file mode 100644
index 00000000..ad05186a
--- /dev/null
+++ b/tests/test_deployment_routes_e2e.py
@@ -0,0 +1,185 @@
+import shutil
+import subprocess
+import sys
+import tempfile
+import unittest
+from pathlib import Path
+
+ROOT = Path(__file__).resolve().parents[1]
+DEFAULT_DEPLOY_ROOT = Path("docs/standards/playbook")
+CUSTOM_DEPLOY_ROOT = Path("custom/playbook")
+REPO_COPY_IGNORE = shutil.ignore_patterns(
+    ".git",
+    ".venv",
+    "node_modules",
+    "__pycache__",
+    ".pytest_cache",
+    ".mypy_cache",
+    ".ruff_cache",
+)
+
+
+def run_script(
+    script: Path, *args: str, cwd: Path | None = None
+) -> subprocess.CompletedProcess[str]:
+    return subprocess.run(
+        [sys.executable, str(script), *args],
+        capture_output=True,
+        text=True,
+        cwd=cwd,
+    )
+
+
+def write_config(root: Path, name: str, body: str) -> Path:
+    config_path = root / name
+    config_path.write_text(body.strip() + "\n", encoding="utf-8")
+    return config_path
+
+
+def copy_repo(target: Path) -> Path:
+    shutil.copytree(ROOT, target, ignore=REPO_COPY_IGNORE)
+    return target
+
+
+class DeploymentRoutesE2ETests(unittest.TestCase):
+    def assert_core_project_files(self, project_root: Path) -> None:
+        expected = [
+            "AGENTS.md",
+            "AGENT_RULES.md",
+            "AGENT_RULES.local.md",
+            "memory-bank/progress.md",
+            "docs/prompts/system/agent-behavior.md",
+            ".agents/index.md",
+            ".agents/tsl/index.md",
+            ".agents/markdown/index.md",
+            ".gitattributes",
+        ]
+        for rel in expected:
+            with self.subTest(path=rel):
+                self.assertTrue((project_root / rel).exists(), f"missing: {rel}")
+
+    def assert_docs_prefix(self, project_root: Path, docs_prefix: str) -> None:
+        agents_index = (project_root / ".agents" / "index.md").read_text(encoding="utf-8")
+        self.assertIn("`.agents/tsl/index.md`", agents_index)
+        self.assertIn("`.agents/markdown/index.md`", agents_index)
+        self.assertIn(f"- {docs_prefix}", agents_index)
+
+        tsl_index = (project_root / ".agents" / "tsl" / "index.md").read_text(
+            encoding="utf-8"
+        )
+        self.assertIn(f"`{docs_prefix}/tsl/index.md`", tsl_index)
+        self.assertNotIn("`docs/tsl/index.md`", tsl_index)
+
+    def test_subtree_style_deployment_syncs_project_files(self):
+        with tempfile.TemporaryDirectory() as tmp_dir:
+            tmp_root = Path(tmp_dir)
+            project_root = tmp_root / "project"
+            playbook_root = project_root / DEFAULT_DEPLOY_ROOT
+            project_root.mkdir()
+            copy_repo(playbook_root)
+
+            config_path = write_config(
+                project_root,
+                "playbook.toml",
+                """
+[playbook]
+project_root = "."
+
+[sync_rules]
+no_backup = true
+
+[sync_memory_bank]
+project_name = "Demo"
+
+[sync_prompts]
+no_backup = true
+
+[sync_standards]
+langs = ["tsl", "markdown"]
+no_backup = true
+""",
+            )
+
+            result = run_script(
+                playbook_root / "scripts" / "playbook.py",
+                "-config",
+                str(config_path),
+                cwd=project_root,
+            )
+
+            self.assertEqual(result.returncode, 0, msg=result.stdout + result.stderr)
+            self.assert_core_project_files(project_root)
+            self.assert_docs_prefix(project_root, "docs/standards/playbook/docs")
+
+            claude_md = project_root / "CLAUDE.md"
+            self.assertTrue(claude_md.is_file())
+            text = claude_md.read_text(encoding="utf-8")
+            self.assertIn("@AGENTS.md", text)
+            self.assertIn("@AGENT_RULES.md", text)
+            self.assertIn("<!-- playbook:claude:start -->", text)
+
+    def test_external_clone_deployment_vendors_snapshot_and_updates_claude(self):
+        with tempfile.TemporaryDirectory() as tmp_dir:
+            tmp_root = Path(tmp_dir)
+            external_clone = tmp_root / "playbook"
+            project_root = tmp_root / "project"
+            copy_repo(external_clone)
+            project_root.mkdir()
+
+            claude_md = project_root / ".claude" / "CLAUDE.md"
+            claude_md.parent.mkdir()
+            claude_md.write_text("# Existing Claude\n\nKeep this.\n", encoding="utf-8")
+
+            config_path = write_config(
+                project_root,
+                "playbook.toml",
+                f"""
+[playbook]
+project_root = "."
+deploy_root = "{CUSTOM_DEPLOY_ROOT.as_posix()}"
+
+[vendor]
+langs = ["tsl", "markdown"]
+
+[sync_rules]
+no_backup = true
+
+[sync_memory_bank]
+project_name = "Demo"
+
+[sync_prompts]
+no_backup = true
+
+[sync_standards]
+langs = ["tsl", "markdown"]
+no_backup = true
+""",
+            )
+
+            result = run_script(
+                external_clone / "scripts" / "playbook.py",
+                "-config",
+                str(config_path),
+                cwd=project_root,
+            )
+
+            self.assertEqual(result.returncode, 0, msg=result.stdout + result.stderr)
+
+            snapshot_root = project_root / CUSTOM_DEPLOY_ROOT
+            self.assertTrue((snapshot_root / "SOURCE.md").is_file())
+            self.assertTrue((snapshot_root / "scripts" / "playbook.py").is_file())
+            self.assertTrue((snapshot_root / "templates" / "README.md").is_file())
+
+            self.assert_core_project_files(project_root)
+            self.assert_docs_prefix(project_root, "custom/playbook/docs")
+
+            text = claude_md.read_text(encoding="utf-8")
+            self.assertIn("Keep this.", text)
+            self.assertIn("@../AGENTS.md", text)
+            self.assertIn("@../AGENT_RULES.md", text)
+            self.assertEqual(text.count("<!-- playbook:claude:start -->"), 1)
+            self.assertFalse((project_root / "CLAUDE.md").exists())
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/tests/test_thirdparty_skills_pipeline.py b/tests/test_thirdparty_skills_pipeline.py
index f5f971ff..eadb60eb 100644
--- a/tests/test_thirdparty_skills_pipeline.py
+++ b/tests/test_thirdparty_skills_pipeline.py
@@ -14,9 +14,9 @@ LEGACY_WORKFLOW = ROOT / ".gitea" / "workflows" / "update-thirdparty-superpowers
 UPDATE_SCRIPT = ROOT / ".gitea" / "ci" / "update_thirdparty_skills.sh"
 SYNC_SCRIPT = ROOT / ".gitea" / "ci" / "sync_thirdparty_skills.sh"
 SKILLS_MD = ROOT / "SKILLS.md"
-SUPERPOWERS_LIST = ROOT / "codex" / "skills" / "thirdparty" / ".sources" / "superpowers.list"
-UI_UX_PRO_MAX_LIST = ROOT / "codex" / "skills" / "thirdparty" / ".sources" / "ui-ux-pro-max.list"
-UI_UX_PRO_MAX_DIR = ROOT / "codex" / "skills" / "thirdparty" / "ui-ux-pro-max"
+SUPERPOWERS_LIST = ROOT / "skills" / "thirdparty" / ".sources" / "superpowers.list"
+UI_UX_PRO_MAX_LIST = ROOT / "skills" / "thirdparty" / ".sources" / "ui-ux-pro-max.list"
+UI_UX_PRO_MAX_DIR = ROOT / "skills" / "thirdparty" / "ui-ux-pro-max"
 
 
 def load_manifest() -> dict:
@@ -58,13 +58,13 @@ class ThirdpartySkillsPipelineTests(unittest.TestCase):
         self.assertEqual(karpathy["snapshot_dir"], "andrej-karpathy-skills")
         self.assertEqual(karpathy["skills_subdir"], "skills")
         self.assertEqual(
-            karpathy["source_list"], "codex/skills/thirdparty/.sources/andrej-karpathy-skills.list"
+            karpathy["source_list"], "skills/thirdparty/.sources/andrej-karpathy-skills.list"
         )
 
-    def test_ui_ux_pro_max_uses_render_codex_skill_sync_mode(self):
+    def test_ui_ux_pro_max_uses_render_skill_sync_mode(self):
         data = load_manifest()
         ui_skill = next(item for item in data["sources"] if item["id"] == "ui-ux-pro-max")
-        self.assertEqual(ui_skill["sync_mode"], "render_codex_skill")
+        self.assertEqual(ui_skill["sync_mode"], "render_skill")
         self.assertEqual(ui_skill["snapshot_dir"], "ui-ux-pro-max")
 
     def test_superpowers_manifest_prunes_non_superpowers_paths(self):
@@ -105,7 +105,7 @@ class ThirdpartySkillsPipelineTests(unittest.TestCase):
     def test_skills_doc_points_to_generic_thirdparty_sources(self):
         text = SKILLS_MD.read_text(encoding="utf-8")
         self.assertIn("## 9. Third-party Skills", text)
-        self.assertIn("来源：`codex/skills/thirdparty/.sources/`（第三方来源清单目录）。", text)
+        self.assertIn("来源：`skills/thirdparty/.sources/`（第三方来源清单目录）。", text)
         self.assertNotIn("Third-party Skills (superpowers)", text)
 
     def test_superpowers_and_ui_ux_pro_max_source_lists_exist(self):
@@ -160,6 +160,7 @@ class ThirdpartySkillsPipelineTests(unittest.TestCase):
             self.assertEqual(set_remote.returncode, 0, msg=set_remote.stderr)
 
             shutil.copy2(MANIFEST, work / ".gitea" / "ci" / "thirdparty_skills.json")
+            shutil.copy2(SYNC_SCRIPT, work / ".gitea" / "ci" / "sync_thirdparty_skills.sh")
 
             sync_result = run_command("bash", ".gitea/ci/sync_thirdparty_skills.sh", cwd=work)
             self.assertEqual(
@@ -169,10 +170,10 @@ class ThirdpartySkillsPipelineTests(unittest.TestCase):
             )
 
             generated_list = (
-                work / "codex" / "skills" / "thirdparty" / ".sources" / "andrej-karpathy-skills.list"
+                work / "skills" / "thirdparty" / ".sources" / "andrej-karpathy-skills.list"
             )
             generated_skill = (
-                work / "codex" / "skills" / "thirdparty" / "karpathy-guidelines" / "SKILL.md"
+                work / "skills" / "thirdparty" / "karpathy-guidelines" / "SKILL.md"
             )
             self.assertTrue(generated_list.is_file())
             self.assertTrue(generated_skill.is_file())
diff --git a/tests/test_tsl_entrypoints_consistency.py b/tests/test_tsl_entrypoints_consistency.py
index 374d5f0b..f17a7b02 100644
--- a/tests/test_tsl_entrypoints_consistency.py
+++ b/tests/test_tsl_entrypoints_consistency.py
@@ -7,7 +7,8 @@ README = ROOT / "README.md"
 PLAYBOOK_EXAMPLE = ROOT / "playbook.toml.example"
 SKILLS_DOC = ROOT / "SKILLS.md"
 TEMPLATES_CI_README = ROOT / "templates" / "ci" / "README.md"
-REMOVED_TSL_GUIDE = ROOT / "codex" / "skills" / "tsl-guide"
+TEMPLATES_README = ROOT / "templates" / "README.md"
+REMOVED_TSL_GUIDE = ROOT / "skills" / "tsl-guide"
 
 class TslEntrypointsConsistencyTests(unittest.TestCase):
     def test_ruleset_lists_canonical_tsl_layers(self):
@@ -44,6 +45,19 @@ class TslEntrypointsConsistencyTests(unittest.TestCase):
         self.assertNotIn("vendoring", SKILLS_DOC.read_text(encoding="utf-8"))
         self.assertNotIn("vendoring", TEMPLATES_CI_README.read_text(encoding="utf-8"))
 
+    def test_repo_docs_use_platform_neutral_skills_source_dir(self):
+        readme_text = README.read_text(encoding="utf-8")
+        skills_text = SKILLS_DOC.read_text(encoding="utf-8")
+        templates_text = TEMPLATES_README.read_text(encoding="utf-8")
+
+        self.assertIn("`skills/`", readme_text)
+        self.assertIn("`skills/`", skills_text)
+        self.assertIn("├── skills/", templates_text)
+
+        self.assertNotIn("`codex/skills/`", readme_text)
+        self.assertNotIn("`codex/skills/`", skills_text)
+        self.assertNotIn("├── codex/skills/", templates_text)
+
     def test_repo_no_longer_ships_tsl_guide_skill(self):
         self.assertFalse(REMOVED_TSL_GUIDE.exists())
         self.assertNotIn("tsl-guide", README.read_text(encoding="utf-8"))
diff --git a/tests/test_vendor_snapshot_templates.py b/tests/test_vendor_snapshot_templates.py
index 60a54db7..8e84a6bc 100644
--- a/tests/test_vendor_snapshot_templates.py
+++ b/tests/test_vendor_snapshot_templates.py
@@ -40,6 +40,8 @@ langs = ["tsl"]
             self.assertTrue((snapshot / "templates/README.md").is_file())
             self.assertTrue((snapshot / "templates/memory-bank").is_dir())
             self.assertTrue((snapshot / "templates/prompts").is_dir())
+            self.assertTrue((snapshot / "skills").is_dir())
+            self.assertFalse((snapshot / "codex").exists())
 
 
 if __name__ == "__main__":