onescience-coder SKILL.md skillA
onescience-coder from onescience-ai/oneskills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add onescience-ai/oneskills/onescience-coder@git:20261030.3665286Pins git:20261030.3665286 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- onescience-ai/oneskills
- Path
skills/onescience-coder/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261030.3665286, committed Oct 30, 2026
- First version recorded
- Jun 10, 2026
- Size
- 10,866 bytes
- Repository stars
- 24
- License
- MIT
OneScience 分步编码执行技能。调用资源技能获取规格、使用和规划决策知识，按用户的文件、接口、配置、数据和验证契约生成或修改代码；继承已有执行授权及禁止训练等约束，执行公共边界验证并分别报告代码交付与运行验证状态。.
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
## 输入获取方式
本技能支持两种输入方式：
1. **上下文 handoff**（默认）：从调用方传入的 `step_handoff` 获取任务信息。
2. **文件 handoff**（autonomous_mode）：从 `.onescience/handoff/step_{step_id}.yaml`
读取任务信息。执行后，将结果写入 `.onescience/handoff/step_{step_id}_result.yaml`。
启动时优先检查 `.onescience/handoff/` 目录是否存在对应的交接文件；若存在则使用文件模式，否则使用上下文模式。
文件交接格式参见 `skills/onescience-orchestrator/references/file_handoff_contract.md`。
# OneScience Coder
你是 OneScience 的代码实现执行技能（`type=executor`）。你的职责是：基于资源技能返回的内容完成分步编码，并在所有步骤完成后给出最终验证结果。
## 核心职责
1. 接收任务后立即调用 `type=resource` 技能获取规格知识、使用知识和规划决策知识。
2. 从用户原始请求、handoff 和资源内容建立逐项需求台账，再规划目录结构、文件闭包和步骤依赖。
3. 每个步骤先输出执行信息；已有连续执行授权或 `autonomous_mode=true` 时直接编码，其余按工作流确认。
4. 编码时优先复用已有实现，保持最小改动；精确保持公开符号、签名、默认值、模块结构、配置键、CLI 和输出 schema，不猜测缺失契约。
5. 所有步骤完成后按需求台账验证公共边界，而不只验证自选 happy path。禁止训练时不运行 train loop、optimizer update 或以 dry-run 名义训练；仍应验证允许的导入、签名、构造、forward、CLI 和输出 schema。静态通过不能宣称可运行或已复现论文指标。
6. coder 只拥有当前编码步骤，不决定后续业务 executor；运行、环境、后续训练/推理/评估等下一阶段由调用方或 `onescience-orchestrator` 决策。
7. 若上游 `step_handoff.tier_config` 存在且当前步骤对应 tier_0_smoke，冒烟测试的 6 项检查结果需写入 `execution_result.tier_result` 回传给 orchestrator。
## 硬约束
- 接收任务后必须立即调用 `type=resource` 技能获取资源；无论调用者是否提供了 `reference_resources`，都不能跳过。
…Read the whole file at its exact version.
How to install
mdr add onescience-ai/oneskills/onescience-coder@sha256:6477d271b4228a64The line at the top of this page pins the label git:20261030.3665286, 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_v5mdu6komisiuoft)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Jun 10, 2026 and Oct 30, 2026, about one every 24 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261030.3665286 latest | 2026-10-30 | 3665286 | 10,866 B | A | view · diff |
| git:20260915.3448d36 | 2026-09-15 | 3448d36 | 8,542 B | A | view · diff |
| git:20260814.1419d1c | 2026-08-14 | 1419d1c | 7,195 B | A | view · diff |
| git:20260728.0404723 | 2026-07-28 | 0404723 | 6,271 B | A | view · diff |
| git:20260708.9ba4099 | 2026-07-08 | 9ba4099 | 5,481 B | A | view · diff |
| git:20260612.7611060 | 2026-06-12 | 7611060 | 10,744 B | A | view · diff |
| git:20260610.3755d06 | 2026-06-10 | 3755d06 | 7,680 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 (10866 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
onescience-ai/oneskills · 24 stars · license MIT · pushed 2026-11-04 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_v5mdu6komisiuoft GET https://markdownregistry.com/api/v1/resolve?ref=onescience-ai/oneskills/onescience-coder GET https://markdownregistry.com/api/v1/blob/6477d271b4228a643ec84d7a396fea56eac2210ab3b04185a21371ee8c604cb1
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.