AGENTS.md@skills/ai-cross/qoderA

AGENTS.md@skills/ai-cross/qoder from keros68/xiaoyu-skill is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add keros68/xiaoyu-skill/skills/ai-cross/qoder/AGENTS.md@git:20261005.dcbbe7d

Pins git:20261005.dcbbe7d in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
keros68/xiaoyu-skill
Path
skills/ai-cross/qoder/AGENTS.md
Versions recorded
4
Latest version
git:20261005.dcbbe7d, committed Oct 5, 2026
First version recorded
Sep 2, 2026
Size
2,125 bytes
Repository stars
14
License
MIT

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-cross(Qoder 适配头)

你是 Qoder,不是 Claude Code。运行 ai-cross 多模型派发 skill 时,注意四点 Qoder 特有的调整:

1. **没有内部 subagent**。Claude Code 的 scout/worker/heavy/advisor 在这里不可用——所有派发一律走外部命令(`codex exec` / `claude -p` / `python ai-cross/references/cc_switch.py` / 裸 API `curl`)。路由表照用,只是低/中/高档由外部通道承担,`scout/worker/heavy` 只是档位语义的占位名。

2. **references/ 不会自动加载**。需要命令模板、盘点流程、安全规则、校验器时,用文件工具读取 `./ai-cross/references/` 下对应文件:`rules.md`(完整派发规则)、`channels.md`(命令模板)、`setup.md`(盘点)、`security.md`(密钥铁律)、`inventory.py`(盘点与选人脚本,宿主名传 `--host qoder`)、`dispatch.py`(派发脚本:`review` 让别家审、`run` 让别家干活,选人、隔离、派发、留痕一条命令完成)、`cc_switch.py`(cc-switch 只读桥)、`verify_model.py`(模型真身校验)、`dispatch-design.md`。skill 本体在 `./ai-cross/SKILL.md`。

3. **交叉验证必须显式换厂商**。Qoder 底层是自动路由的多厂商混合(Claude/GPT/Gemini 等),路由不透明、可能撞同一厂商。所以交叉审查时,必须**显式派给一个明确不同厂商**的模型(例如派给 `codex`=OpenAI、或 GLM/DeepSeek 裸 API),**不能依赖 Qoder 自动路由**,也不能"再问一次自己"。

4. **派发命令的执行**:`python ai-cross/references/` 下的只读脚本(`inventory.py` / `cc_switch.py` / `verify_model.py` / `usage_probe.py`)与 `dispatch.py` 不带 `--go` 的方案输出 Qoder 会自动跑;`claude -p` / `codex exec` / `curl`(联网/未知命令)可能触发 Qoder 的风险审批或 sandbox——首次会让你在 IDE 里点批准,放行即可(或切 Experts Mode 减少打断)。
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add keros68/xiaoyu-skill/skills/ai-cross/qoder/AGENTS.md@sha256:c1877f6c3bd48572

The line at the top of this page pins the label git:20261005.dcbbe7d, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_fwtv56xx3uv7wsgp.svg)](https://markdownregistry.com/a/art_fwtv56xx3uv7wsgp)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Sep 2, 2026 and Oct 5, 2026, about one every 11 days.

versioncommittedcommitsizeaudit
git:20261005.dcbbe7d latest2026-10-05 dcbbe7d 2,125 BA view · diff
git:20261005.217cb8c2026-10-05 217cb8c 2,031 BA view · diff
git:20261005.6ca4f842026-10-05 6ca4f84 1,847 BA view · diff
git:20260902.66a65652026-09-02 66a6565 1,762 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (2125 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

GitHub

keros68/xiaoyu-skill · 14 stars · license MIT · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fwtv56xx3uv7wsgp
GET https://markdownregistry.com/api/v1/resolve?ref=keros68/xiaoyu-skill/skills/ai-cross/qoder/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/c1877f6c3bd485721f6476588924925f2f7af8bc1a6e0b410b401a9cb91eec08

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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

More from keros68/xiaoyu-skill

abstract-fig SKILL.md skill
keros68/xiaoyu-skill · skills/abstract-fig/SKILL.md · Plan, create, or revise editable scientific graphical abstracts, concept and mechanism diagrams, method frameworks…
git:20260929.0701efd · audit A · 14 stars
academic-reference-matcher SKILL.md skill
keros68/xiaoyu-skill · skills/academic-reference-matcher/SKILL.md · Use only for user-provided academic text, explicit scholarly claims, existing citations, or known bibliographies…
git:20260902.66a6565 · audit A · 14 stars
ai-cross SKILL.md skill
keros68/xiaoyu-skill · skills/ai-cross/SKILL.md · 多模型分工与跨厂商交叉验证 skill:把任务派给合适的模型分工执行,用不同厂商的模型互相核查关键产出,按档位分层派发以节省订阅额度。适用场景:用户要求派发任务、分层执行、多模型协作、对关键产出做交叉验证、盘点或接入可用模型,或提到…
v1.21.3 · audit A · 14 stars
cugb-doctoral-thesis-format SKILL.md skill
keros68/xiaoyu-skill · skills/cugb-doctoral-thesis-format/SKILL.md · Use when editing, auditing, or finalizing CUGB doctoral thesis DOC/DOCX files, especially thesis templates, format…
git:20260902.66a6565 · audit A · 14 stars
sci-select SKILL.md skill
keros68/xiaoyu-skill · skills/sci-select/SKILL.md · Use when a user needs SCI/SCIE/ESCI/SSCI journal-submission help: evidence-backed candidate-journal discovery from a…
git:20260902.66a6565 · audit A · 14 stars
study-area-map SKILL.md skill
keros68/xiaoyu-skill · skills/study-area-map/SKILL.md · Use when building a study-area location or setting map for a paper in R with ggplot2 + sf + terra — nested locator…
git:20260925.18864d5 · audit A · 14 stars

Every file in keros68/xiaoyu-skill

Browse by kind, by grade A, or by owner.