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 repository intelligence
FR-AI / ANALYSISWhy it is worth attention
It bridges the gap between technical PRs and non-technical stakeholders by offering customizable summaries, multiple language options, and clear risk callouts, all under an MIT license.
Who it is for
- Maintainers of open-source projects
- Technical writers and documentation teams
- Product managers and community leads
- Release managers preparing changelogs
Use cases
- Writing merge notes and community digests
- Drafting changelogs from a single PR
- Briefing non-engineer stakeholders on PR impact
- Generating release preparation summaries
Strengths
- Simple installation via npx and local monorepo support
- Customizable options for language, audience, depth, and breaking change strictness
- Deliverable includes a one-page summary plus breaking callout and residual risks
- Clear use and don't-use guidelines to ensure appropriate scenarios
Considerations
- Requires a PR with a description and file list; empty PRs are out of scope
- Not intended for deep security audits or line-by-line code review
- Should not replace human review for approving merges
README quick start
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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