agent-web-search SKILL.md skillA
agent-web-search from jerryliu369/agent-web-search is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jerryliu369/agent-web-search/agent-web-search@git:20260920.d788acaPins git:20260920.d788aca in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jerryliu369/agent-web-search
- Path
skills/agent-web-search/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260920.d788aca, committed Sep 20, 2026
- First version recorded
- Sep 3, 2026
- Size
- 7,411 bytes
- Repository stars
- 15
- License
- MIT
Search the live web through the agent-web-search CLI — powered by model-native search grounding and agent search backends. Optimized for complete natural-language questions rather than keyword fragments when online sources or cross-provider web research are needed.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Agent Web Search CLI Use the installed `agent-web-search` command as the search interface. This is the shell-native alternative to the project's MCP tool; it uses the same search engine, providers, inputs, response shape, and all-provider failure payload. ## Core Characteristic: Model-Native Search & Natural-Language Queries **Agent Web Search is fundamentally built around model-native search grounding and agent-facing semantic search services, NOT traditional keyword SERP scrapers.** - **Always pass complete natural-language questions**: Formulate your query as a full sentence with explicit context, goals, and constraints. - **Do NOT use fragmented keyword queries**: Avoid short Google/Baidu-style keywords (e.g. do **NOT** search `"NVIDIA earnings Q3"` or `"DeepSeek V3 benchmark"`). - **Why this matters**: Upstream model providers (`ark`, `deepseek`, `gemini`, `grok`, `zhipu_chat_search`) and semantic search engines (`exa`, `parallel`) use neural models to read, reason, and ground citations. Feeding them fragmented keywords deprives the model of semantic context and severely degrades grounding and synthesis quality. | Query Style | Example | Result Quality | …
Read the whole file at its exact version.
How to install
mdr add jerryliu369/agent-web-search/agent-web-search@sha256:a6ec6d29c03e3342The line at the top of this page pins the label git:20260920.d788aca, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_dlrt56xqtyytitf6)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 3, 2026 and Sep 20, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260920.d788aca latest | 2026-09-20 | d788aca | 7,411 B | A | view · diff |
| git:20260920.1ff868b | 2026-09-20 | 1ff868b | 7,315 B | A | view · diff |
| git:20260908.be243e7 | 2026-09-08 | be243e7 | 7,216 B | A | view · diff |
| git:20260903.0e4ee7b | 2026-09-03 | 0e4ee7b | 5,591 B | A | view · diff |
| git:20260903.31f7e8a | 2026-09-03 | 31f7e8a | 3,820 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7411 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
jerryliu369/agent-web-search · 15 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dlrt56xqtyytitf6 GET https://markdownregistry.com/api/v1/resolve?ref=jerryliu369/agent-web-search/agent-web-search GET https://markdownregistry.com/api/v1/blob/a6ec6d29c03e33424f3d8adde95a032339f001522020f586c08ce1806e20fc21
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.