ai-search SKILL.md skillA
ai-search from tingyulu/myr2d2 is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tingyulu/myr2d2/ai-search@git:20260828.455517dPins git:20260828.455517d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tingyulu/myr2d2
- Path
skills/ai-search/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260828.455517d, committed Aug 28, 2026
- First version recorded
- Aug 28, 2026
- Size
- 10,808 bytes
- Repository stars
- 18
- License
- a license file GitHub does not identify
帶引用的即時網路查證：把問題交給有網路搜尋能力的後端，要求結論先行、每個關鍵事實附來源連結、查不到就說查不到、可能過時的頁面主動標注。附單檔 POSIX shell 腳本（預設走 Codex CLI 的內建網路搜尋，可用 AI_SEARCH_CMD 換成任何會上網的後端）；偵測不到後端時明講「本次略過查證」而不是靜默跳過，也不會中斷你的流程。當使用者說「查證」「上網查一下」「即時查」「fact-check 這個」「這是不是真的」「查最新的」時觸發。⚠️ 問題會送給第三方模型、答案來自公開網路，憑證與個資不要放進問題裡。 English triggers: "fact-check this", "search the web", "look this up", "verify this online", "what is the latest".
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
# /ai-search — 帶引用的即時查證
把一個問題交給**有網路搜尋能力的模型**去查現在的網路，
要求它結論先行、每個事實附上你點得進去的來源、查不到就老實說查不到 ——
而不是拿訓練時的舊知識自信地填答。
> 🤖 R2-D2 時刻：R2 一插進帝國終端機，讀出的是**當下**的艙門、監牢層、牽引光束狀態 ——
> 現場的即時數據，不是背出來的舊情報。ai-search 也是：查的是現在的網路、
> 附上點得進去的來源，不拿記憶填補。
## 為什麼需要
模型的內建知識有截止日，而且對「現在是什麼情況」這種問題最容易出錯：
定價、版本號、誰還在任、最新政策 —— 它會用訓練時看過的舊資料**自信地**答錯，
你還看不出它在猜。
這支 skill 把問題交給一個**真的會上網**的後端，並在提問裡釘死四條要求：
先給結論、**每個關鍵事實附來源連結**、可能過時的頁面主動標「這頁可能過時」、
查不到就說查不到。你拿到的不是一段可能是幻覺的敘述，而是**附出處、可複查**的答案。
## 動作
1. **決定要查什麼**：一句問題（位置參數，或用 `-` 從 stdin 讀長問題）。
🔒 問題會送給第三方模型，答案來自公開網路 —— 憑證、金鑰、個資、客戶資料**不要放進問題裡**。
2. **跑**：
```bash
<本skill目錄>/scripts/ai-search.sh "你的問題" --model <可選> --effort low|medium|high
```
常用選項：`--model`／`--effort`／`--strict`／`--soft-fail`／`--no-save`。
⚠️ **一律用完整路徑呼叫，不要打裸的 `ai-search`** —— `ai-search` 很容易撞名，
你的 `PATH` 上可能已經有另一支同名執行檔（別的工具、你自己寫的、或這支 skill 的私人變體）。
打裸命令名會叫到那一支，而且它可能**看起來也在查東西**，你不會發現叫錯了。
3. **看狀態**：除用法錯誤（exit 1，訊息在 stderr）外，stdout 最後一行一定是 `AI_SEARCH_STATUS: <狀態>`。
- `ok` → 進第 4 步。
- `skipped_*` → **本次沒有查證**（沒裝／沒登入）；腳本已在畫面上印好逐步引導。
**回報時明講「本次略過查證」**，不要拿舊知識假裝查過。
- `failed_*` → 後端出錯（額度／網路／政策／版本／空回覆），原始錯誤已印在畫面上。
4. **把答案當線索，不是定論**：附的來源要**真的點進去**看一眼，尤其被標「這頁可能過時」的。
…Read the whole file at its exact version.
How to install
mdr add tingyulu/myr2d2/ai-search@sha256:1910e53739ec4bb2The line at the top of this page pins the label git:20260828.455517d, 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_dm37mokeq5rkubs2)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Aug 28, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260828.455517d latest | 2026-08-28 | 455517d | 10,808 B | A | view · diff |
| git:20260828.4de53ea | 2026-08-28 | 4de53ea | 10,681 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 (10808 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
tingyulu/myr2d2 · 18 stars · license a license file GitHub does not identify · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dm37mokeq5rkubs2 GET https://markdownregistry.com/api/v1/resolve?ref=tingyulu/myr2d2/ai-search GET https://markdownregistry.com/api/v1/blob/1910e53739ec4bb291b5221d00861cf8eae4c27dc0d2afdc13a3bf9fcbcccd56
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.