MoonshotAI
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Kimi-K3
Kimi K3 is an open-weight, 2.8T-parameter native multimodal agentic model with a 1M-token context window, designed for frontier coding, knowledge work, and reasoning tasks.
AI 仓库情报摘要
FR-AI / ANALYSIS为什么值得关注
该工具通过可定制的摘要、多语言选项和风险提示，弥合了技术PR与非技术利益相关者之间的差距，并采用 MIT 许可证。
适合谁使用
- 开源项目维护者
- 技术写作者及文档团队
- 产品经理和社区负责人
- 发布经理（用于准备变更日志）
典型使用场景
- 撰写合并说明和社区摘要
- 从单个 PR 起草变更日志
- 向非技术利益相关者简报 PR 影响
- 生成发布准备摘要
项目优势
- 通过 npx 或本地 monorepo 简单安装
- 可自定义语言、受众、详细程度和破坏性变更严格度
- 交付物包含一页摘要、破坏性变更提示和剩余风险
- 清晰的适用与不适用场景指南
使用前须知
- 需要 PR 包含描述和文件列表；空 PR 不适用
- 不适用于深度安全审计或逐行代码审查
- 不能替代人工审查来批准合并
README 快速开始
PR Review Summary
Turn open-source pull requests into non-technical readable summaries: motive, user impact, risks, and Breaking changes — for maintainers and tech writers.
中文简介： 把开源 PR 写成非技术可读摘要（动机/影响/风险/Breaking）。 — 详见 README.zh.md.
What this skill does
- You write one-page PR digests a PM, docs writer, or community lead can trust
- Scope: Open-source library / CLI / SDK / SaaS product PRs
- Deliverable: 1-page summary + Breaking callout + residual risks
- Triggers: PR summary, pull request digest, changelog from PR, non-technical PR review.
Install
After this package is on GitHub:
npx skills add / --skill pr-review-summary
Local monorepo: point your agent at skills/pr-review-summary/ (this folder).
Options
| Option | Values | Default |
|---|---|---|
lang | en · zh · bilingual | en |
audience | community · maintainer · docs · release | community |
depth | brief · standard · deep | standard |
breaking_mode | strict · lenient | strict |
include_diff_quotes | true · false | false |
Runtime output language follows lang (default en). Skill docs stay EN-primary.
When to use
| Use | Don't |
|---|---|
| (see bullets) | (see bullets) |
Use
- Merge notes, release prep, community digest
- Docs / changelog drafting from one PR
- Non-engineer stakeholder brief
Don't
- Empty PR with no description and no file list
- Deep security audit or line-by-line review
- Approving merge without human review
Deliverable
1-page summary + Breaking callout + residual risks
Full workflow, hard rules, and QA: see SKILL.md.
Example
Monorepo sample (if present): ../../output/samples/pr-review-summary-example-01.md
License
MIT — see LICENSE.
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