aigc-operations-method-ai2041 SKILL.md skillA
aigc-operations-method-ai2041 from luyu2026/skill-bible is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add luyu2026/skill-bible/aigc-operations-method-ai2041@git:20260930.8d6ecbbPins git:20260930.8d6ecbb in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- luyu2026/skill-bible
- Path
aigc-operations-skills/aigc-operations-method-ai2041/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260930.8d6ecbb, committed Sep 30, 2026
- First version recorded
- Sep 30, 2026
- Size
- 2,536 bytes
- Repository stars
- 214
- License
- a license file GitHub does not identify
《AI 2041》· AI 场景方法论：AI 场景矩阵 + 人机共处设计 + 风险意识框架。 触发词：「AI2041」「AI场景判断」「人机共处」「AI风险」「AI化岗位」。.
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 2041》· AI 场景方法论 > AI 场景矩阵 + 人机共处设计 + 风险意识框架，判断 AI 化场景选择与风险管控。 ## 核心框架 ### 1. AI 场景矩阵（技术 × 场景） - **适用场景**：判断哪些运营场景值得 AI 化 - **步骤**：识别 AI 能力 → 场景匹配 → 价值评估（提效/降本/体验）→ 落地排序（价值×可行性） - **输出物**：AI 化场景矩阵（场景×能力×价值×优先级） ### 2. 人机共处设计（岗位 AI 化） - **适用场景**：运营岗位 AI 化后的角色再设计 - **步骤**：任务拆解 → 重分配（AI 重复，人判断）→ 技能迁移（执行→设计+审核） - **输出物**：岗位 AI 化角色设计 ### 3. 风险意识框架（双刃剑） - **适用场景**：AI 应用合规与风险检查 - **步骤**：识别风险（幻觉/偏见/隐私/滥用）→ 分级（不可接受/需管控/可接受）→ 管控设计 - **输出物**：AI 应用风险清单与管控方案 ## 决策规则（8条） 1. 场景能用 AI 覆盖 → 评估价值增量再决定 2. AI 化岗位 → 任务拆颗粒重新分工 3. AI 有偏见/幻觉风险 → 设计人工把关 4. 涉及隐私数据 → 先过合规（个保法） 5. 大规模推 AI → 考虑就业冲击与人情味 6. AI 效果依赖数据 → 先看数据质量 7. AI 落地受阻 → 检查能力-场景匹配 8. 担心 AI 滥用 → 设红线（禁用场景） ## 检查清单 - [ ] 场景×能力匹配确认 - [ ] 价值增量评估 - [ ] 任务拆颗粒后人机分工 - [ ] 风险分级 - [ ] 人工把关机制 - [ ] 隐私与合规检查 - [ ] 红线设置 ## 反模式 - 能力-场景不匹配硬套 - 岗位 AI 化不重设计 - 忽视风险（裸奔） - 只讲效率不讲人情味 - 红线不清 ## 边界声明（≥3条） - 本书科幻+科普双线，案例有想象成分，落地细节少 - 20 年后预测有不确定性，以现实技术为准 - 中美语境差异，中国合规以官方为准 - 作者立场：AI 乐观派，但本书风险讲得较多 ## 诚实说明 提炼基于《AI 2041》（李开复、陈楸帆, 2021）公开章节与权威解读，信息截止 2026-09；非原文的直接推断已标注。 > 本 Skill 由陆羽Skill生成。
Read the whole file at its exact version.
How to install
mdr add luyu2026/skill-bible/aigc-operations-method-ai2041@sha256:0fb921c711ce240eThe line at the top of this page pins the label git:20260930.8d6ecbb, 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_6mrf3peue3rackok)
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Versions
The registry has recorded 2 versions of this file, all committed on Sep 30, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260930.8d6ecbb latest | 2026-09-30 | 8d6ecbb | 2,536 B | A | view · diff |
| git:20260930.2e1b8f3 | 2026-09-30 | 2e1b8f3 | 2,536 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 (2536 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
luyu2026/skill-bible · 214 stars · license a license file GitHub does not identify · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6mrf3peue3rackok GET https://markdownregistry.com/api/v1/resolve?ref=luyu2026/skill-bible/aigc-operations-method-ai2041 GET https://markdownregistry.com/api/v1/blob/0fb921c711ce240e19ae4e29924b08f9e7217a462fda81fde9c74b6e8f98cb7c
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.