AGENTS.md@vegaA
AGENTS.md@vega from openbkn-ai/bkn-foundry is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add openbkn-ai/bkn-foundry/vega/AGENTS.md@git:20261105.87fb895Pins git:20261105.87fb895 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- openbkn-ai/bkn-foundry
- Path
vega/AGENTS.md- Versions recorded
- 14
- Latest version
- git:20261105.87fb895, committed Nov 5, 2026
- First version recorded
- Sep 22, 2026
- Size
- 15,520 bytes
- Repository stars
- 1,211
- License
- a license file GitHub does not identify
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
# VEGA Agent 协作规范 本文件适用于 `vega/` 子系统。开始工作前必须先读取仓库根目录的 `AGENTS.md`、相关 `rules/`，以及目标目录下更具体的 `AGENTS.md` 或 `CLAUDE.md`。规则冲突时，以更具体目录的规则为准。 ## 强制语言规范 - 与用户的沟通、计划、进度、分析、结论和交付说明必须使用中文。 - 日志文本遵循目标模块既有风格，同一调用链内不得混用语言；除非兼容性或既有约定要求，不得仅为翻译日志制造无关 diff。 - 用户明确要求其他语言，或外部制品规范强制使用其他语言时，可以例外，并在交付说明中注明原因。 ## 工作方式 1. 编写代码前，先用中文说明实现方法；需要实质性判断或范围选择时，等待用户批准。 2. Plan 模式默认给出验收清单和失败条件。 3. 需求中的歧义会实质影响范围、行为或风险时，先提出澄清问题；其余情况说明合理假设后继续。 用户明确要求先讨论时，仅做讨论和只读核对，直到用户明确要求开始或修复后才修改文件。 4. Bug 修复应先增加或更新能够复现问题的回归测试，再完成修复直至测试通过；确实无法先写测试时必须说明原因。 5. 修改完成后，列出相关边界场景、已覆盖测试和仍存在的测试缺口。 6. 预计修改超过 3 个文件时，先说明拆分方案和文件范围，避免把无关重构混入同一变更。 7. 用户纠正工作方式后，应反思原因并把可长期复用的约束更新到相应 `AGENTS.md`，但仍须先提供 diff 供 review。 8. 回答历史工作或决策问题前，必须先查阅仓库记录、Issue、PR 或可用的记忆文件，不得仅凭印象回答。 9. 完成修改和验证后先向用户提供 diff；未经明确批准，不得 commit、push、创建或更新 PR，也不得写回 Issue/PR。 ## 工程原则 - 未经用户明确允许，不新增或扩展 OpenSearch script；一般修复授权不包含脚本授权。确需使用时，先说明执行位置和性能影响并等待明确许可。 - 新增源端逻辑类型不自动扩展 Dataset 的允许类型。本地索引将源类型存为既有物理类型时，在查询 schema 副本中统一转换并复用既有操作规则，不为源类型逐算子追加索引特判。 - 原生 Index 的扫描 schema 直接用于保存和查询校验；`SchemaForQuery` 只用于非 Index 资源查询托管本地索引时的投影，不为缺少实际来源依据的 `date_nanos` 等原始类型追加转换特判。 - 公共过滤输入契约变更须核对所有连接器及本地索引通道；回归测试应验证解析后的绑定值、时区语义和错误分类，不能仅凭复现来源的单一连接器测试通过宣称契约统一。 …
Read the whole file at its exact version.
How to install
mdr add openbkn-ai/bkn-foundry/vega/AGENTS.md@sha256:44243510d7dd0780The line at the top of this page pins the label git:20261105.87fb895, 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_tvsvzs4vmgacy6vt)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 14 versions of this file, between Sep 22, 2026 and Nov 5, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261105.87fb895 latest | 2026-11-05 | 87fb895 | 15,520 B | A | view · diff |
| git:20261103.c87bd4c | 2026-11-03 | c87bd4c | 15,173 B | A | view · diff |
| git:20261103.12d33cf | 2026-11-03 | 12d33cf | 14,984 B | A | view · diff |
| git:20261102.421385e | 2026-11-02 | 421385e | 14,190 B | A | view · diff |
| git:20261102.bf44d57 | 2026-11-02 | bf44d57 | 12,407 B | A | view · diff |
| git:20261029.1ff1002 | 2026-10-29 | 1ff1002 | 12,318 B | A | view · diff |
| git:20261022.bd9a394 | 2026-10-22 | bd9a394 | 12,115 B | A | view · diff |
| git:20261022.8373e2f | 2026-10-22 | 8373e2f | 11,920 B | A | view · diff |
| git:20261020.d36140c | 2026-10-20 | d36140c | 11,683 B | A | view · diff |
| git:20261019.7066661 | 2026-10-19 | 7066661 | 11,093 B | A | view · diff |
| git:20261010.7e619b7 | 2026-10-10 | 7e619b7 | 10,625 B | A | view · diff |
| git:20260928.c4aa57b | 2026-09-28 | c4aa57b | 10,473 B | A | view · diff |
| git:20260922.010fbb0 | 2026-09-22 | 010fbb0 | 10,204 B | A | view · diff |
| git:20260922.d898021 | 2026-09-22 | d898021 | 10,196 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (15520 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
openbkn-ai/bkn-foundry · 1,211 stars · license a license file GitHub does not identify · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tvsvzs4vmgacy6vt GET https://markdownregistry.com/api/v1/resolve?ref=openbkn-ai/bkn-foundry/vega/AGENTS.md GET https://markdownregistry.com/api/v1/blob/44243510d7dd0780c72de706e5c83fbc44a0542aba94d996e347becd8380d369
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.