diff --git a/README.md b/README.md
index b70588d..20f3bb5 100644
--- a/README.md
+++ b/README.md
@@ -169,7 +169,7 @@ If you believe a skill in this list should be flagged or has a security concern,
 | [DevOps & Cloud](#devops--cloud) (409) | [Finance](#finance) (21) | [Calendar & Scheduling](#calendar--scheduling) (65) |
 | [Image & Video Generation](#image--video-generation) (169) | [Media & Streaming](#media--streaming) (85) | [PDF & Documents](#pdf--documents) (111) |
 | [Apple Apps & Services](#apple-apps--services) (44) | [Notes & PKM](#notes--pkm) (71) | [Self-Hosted & Automation](#self-hosted--automation) (33) |
-| [Search & Research](#search--research) (351) | [iOS & macOS Development](#ios--macos-development) (29) | [Security & Passwords](#security--passwords) (54) |
+| [Search & Research](#search--research) (352) | [iOS & macOS Development](#ios--macos-development) (29) | [Security & Passwords](#security--passwords) (54) |
 | [Clawdbot Tools](#clawdbot-tools) (37) | [Transportation](#transportation) (109) | [Moltbook](#moltbook) (29) |
 | [CLI Utilities](#cli-utilities) (186) | [Personal Development](#personal-development) (51) | [Gaming](#gaming) (36) |
 | [Health & Fitness](#health--fitness) (88) | [Agent-to-Agent Protocols](#agent-to-agent-protocols) (17) | |
@@ -455,7 +455,7 @@ If you believe a skill in this list should be flagged or has a security concern,
 - [openclaw-free-web-search](https://github.com/openclaw/skills/tree/main/skills/wd041216-bit/openclaw-free-web-search/SKILL.md) - Free, private web search for OpenClaw with self-hosted SearXNG + Scrapling anti-bot + multi-source cross-validation. Zero API keys, zero cost. Tells you how much to trust the answer.
 - [xquik-x-twitter-scraper](https://github.com/openclaw/skills/tree/main/skills/kriptoburak/xquik-x-twitter-scraper/SKILL.md) - X API scraper with 40+ tools for AI agents.
 
-> **[View all 351 skills in Search & Research →](categories/search-and-research.md)**
+> **[View all 352 skills in Search & Research →](categories/search-and-research.md)**
 </details>
 
 <details>
diff --git a/categories/search-and-research.md b/categories/search-and-research.md
index f892394..5e80efd 100644
--- a/categories/search-and-research.md
+++ b/categories/search-and-research.md
@@ -2,7 +2,7 @@
 
 [← Back to main list](../README.md#table-of-contents)
 
-**351 skills**
+**352 skills**
 
 - [1](https://github.com/openclaw/skills/tree/main/skills/nastrology/1/SKILL.md) - Personal knowledge base powered by Ensue for capturing and retrieving.
 - [academic-deep-research](https://github.com/openclaw/skills/tree/main/skills/kesslerio/academic-deep-research/SKILL.md) - Transparent, rigorous research with full.
@@ -333,6 +333,7 @@
 - [vietstock](https://github.com/openclaw/skills/tree/main/skills/aholake/vietstock/SKILL.md) - Automated Vietnamese stock price and index checking on FireAnt.vn.
 - [vincent-twitter](https://github.com/openclaw/skills/tree/main/skills/glitch003/vincent-twitter/SKILL.md) - Use this skill to search tweets, look up user profiles, and retrieve recent tweets from X.com (Twitter).
 - [voice-memo](https://github.com/openclaw/skills/tree/main/skills/yusaku-0426/voice-memo/SKILL.md) - Manage voice memos — add transcriptions, search, and list recent memos with summaries and action items.
+- [web-search-pro](https://github.com/openclaw/skills/tree/main/skills/zjianru/web-search-pro/SKILL.md) - Agent-first web search and retrieval stack with a real no-key baseline, explainable routing, visible federated-search gains, and built-in extract, crawl, map, and research flows.
 - [wanikani-sync](https://github.com/openclaw/skills/tree/main/skills/mart1n-xyz/wanikani-sync/SKILL.md) - Sync WaniKani Japanese learning progress data from the API to local storage for analysis and insights.
 - [whoo-cli](https://github.com/openclaw/skills/tree/main/skills/luisgot/whoo-cli/SKILL.md) - Use the whoo CLI to retrieve and interpret WHOOP health data: recovery score, HRV, sleep quality, strain, SpO2.
 - [wiki-retriever](https://github.com/openclaw/skills/tree/main/skills/urrrich/wiki-retriever/SKILL.md) - AI agent for wiki retriever tasks.