diff --git a/AGENTS.md b/AGENTS.md
index fb742ffc82..d5102485e1 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -1,6 +1,6 @@
 # RAGFlow Instructions
 
-Use this file as the local operating guide for the current codebase. Prefer the code and the current CLAUDE.md over any older convention or remembered project shape.
+Use this file as the local operating guide for the current codebase. Prefer the code and the current AGENTS.md over any older convention or remembered project shape.
 
 ## Core Stance
 - Treat legacy code as liability, not as a compatibility target.
@@ -12,7 +12,7 @@ Use this file as the local operating guide for the current codebase. Prefer the
 
 ## Current stack
 - Backend: Python 3.13+, Quart-based API server, Peewee ORM, async workers.
-- Frontend: React + TypeScript + Vite in `web/`. When working under `web/`, read and follow `web/CLAUDE.md` — it holds the frontend conventions (dual-backend Go/Python variants, test placement, styling, data fetching).
+- Frontend: React + TypeScript + Vite in `web/`. When working under `web/`, read and follow `web/AGENTS.md` — it holds the frontend conventions (dual-backend Go/Python variants, test placement, styling, data fetching).
 - Go: the repository also has a substantial Go module for servers, ingestion, parser/runtime, CLI, and supporting services.
 - Runtime services commonly include MySQL/PostgreSQL, Redis, MinIO, and Elasticsearch/Infinity/OpenSearch depending on configuration.
 
diff --git a/internal/service/bot_completion.go b/internal/service/bot_completion.go
index 9b98663938..316cdcabca 100644
--- a/internal/service/bot_completion.go
+++ b/internal/service/bot_completion.go
@@ -328,7 +328,7 @@ func (s *BotService) ChatbotCompletion(
 	// async_iframe_completion saves `user_id=kwargs.get("user_id", "")`).
 	// The Go BotHandler routes pass `user.ID` through the
 	// "tenantID" parameter (the Go User struct collapses user and
-	// tenant into one identifier — see project CLAUDE.md), so
+	// tenant into one identifier — see project AGENTS.md), so
 	// writing `tenantID` here actually stores the requester's
 	// user-id (== tenant-id) in the python user-id slot. The
 	// session-tenant check on the read path compares against the
diff --git a/lefthook.yml b/lefthook.yml
index 596a15a070..1ede6b3571 100644
--- a/lefthook.yml
+++ b/lefthook.yml
@@ -104,13 +104,13 @@ web-checks:
       root: "web/"
       run: '"$(../tools/hooks/web_tools.sh)/oxlint" {files}'
     # Convention guard: frontend tests grouped in a directory must use
-    # __tests__/, never tests/ (see web/CLAUDE.md "Test File Placement").
+    # __tests__/, never tests/ (see web/AGENTS.md "Test File Placement").
     # Lefthook skips a job whose glob matches no files, so this job only runs
     # — and fails — when a changed file sits inside a tests/ directory.
     - name: web-no-tests-dir
       glob: "web/**/tests/**"
       root: "web/"
       run: |
-        echo "Forbidden test directory: frontend tests belong in __tests__/, not tests/ (web/CLAUDE.md):"
+        echo "Forbidden test directory: frontend tests belong in __tests__/, not tests/ (web/AGENTS.md):"
         printf '  %s\n' {files}
         exit 1
diff --git a/web/AGENTS.md b/web/AGENTS.md
index 603e318bab..d581ec1920 100644
--- a/web/AGENTS.md
+++ b/web/AGENTS.md
@@ -1,4 +1,4 @@
-# CLAUDE.md
+# AGENTS.md
 
 This file provides guidance to Claude Code (claude.ai/code) when working with the RAGFlow frontend (`web/`).
 
diff --git a/web/src/services/chat-completion-stream.ts b/web/src/services/chat-completion-stream.ts
index 58b242daee..4d078d10ec 100644
--- a/web/src/services/chat-completion-stream.ts
+++ b/web/src/services/chat-completion-stream.ts
@@ -1,7 +1,7 @@
 /**
  * Chat completion SSE streaming.
  *
- * NOTE on the network layering convention (see web/CLAUDE.md): this file
+ * NOTE on the network layering convention (see web/AGENTS.md): this file
  * deliberately uses the native `fetch` API instead of the shared axios instance
  * in `@/utils/next-request`. Streaming requires access to the raw
  * `Response.body` `ReadableStream`, which axios cannot expose in the browser.
diff --git a/web/src/utils/backend-variant.tsx b/web/src/utils/backend-variant.tsx
index b9054bb8b1..9162f6c79c 100644
--- a/web/src/utils/backend-variant.tsx
+++ b/web/src/utils/backend-variant.tsx
@@ -23,7 +23,7 @@
  * oxlint `no-restricted-imports`); the only other exception is the bootstrap
  * gate in `main.tsx`.
  *
- * Conventions (see web/CLAUDE.md):
+ * Conventions (see web/AGENTS.md):
  * - JSX divergence: dispatch through `<BackendVariant go={...} python={...} />`
  *   at a dispatcher file (page `index.tsx` / form dispatcher), never inline
  *   in business components.