video-search-and-summarization

Name: video-search-and-summarization
Rating: 64 (1 reviews)
Author: NVIDIA-AI-Blueprints

MCP Server

NVIDIA-AI-Blueprints/video-search-and-summarization

An automated agent skill that checks for drift between Docker deployment files and their corresponding Helm charts in a repository, and automatically proposes synchronization updates via a bot branch.

1.8k 371No licenseUpdated 2026-08-13

Good

View on GitHub Open source file

Overview

This skill acts as a Helm synchronization agent designed to run inside GitHub Actions whenever a pull request modifies docker compose files, Dockerfiles, image tags, or other deployment configurations. It compares the full accumulated diff of the PR against the helm charts in `deploy/helm/`, determines if there is semantic drift, applies necessary updates directly to the charts when possible, and pushes the changes to a dedicated bot branch while commenting on the source PR with merge instructions and a confidence rating.

Capabilities

▸Diff PR changes across base and mirror branches
▸Classify modified docker-side and helm-side files
▸Compare semantic configurations such as environment variables, ports, image tags, and volume mounts
▸Automatically generate and commit Helm chart updates matching Docker modifications
▸Push bot branches with signed commits and post helpful feedback comments on pull requests

Best for

Automatically maintaining parity between Docker compose files and Helm charts in Kubernetes-native projects, Blocking pull requests that introduce infrastructure changes without updating corresponding deployment charts, Generating automated Helm chart updates and synchronization patches for developers

Works with

Claude Code

Evoa Score breakdown= Σ (score × weight)

Task usefulness20%88 → +17.6

実タスクにどれだけ役立つか（機能の豊富さ・用途の明確さ）。 — AIによるcapabilities/use-cases解析

Code quality15%85 → +12.8

実装・指示の品質。 — AIによるSKILL.md/README解析

Maintenance15%100 → +15.0

リポジトリがどれだけ活発に保守されているか。 — GitHub 最終push日時の新しさ

Documentation12%56 → +6.7

ドキュメントの充実度・分かりやすさ。 — README/独自要約の情報量

Security15%50 → +7.5

危険・不審な挙動が無いか。 — AIによるセキュリティレビュー

Originality10%80 → +8.0

ありふれたラッパーではない独自性。 — AIによる独自性判定

Popularity8%85 → +6.8

コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）

Compatibility5%25 → +1.3

対応AIエージェントの広さ。 — AIによる対応エージェント判定

Weighted total75.6 / 100

ライセンス不明/制限あり（Red）のSkillは総合スコアに0.85倍の補正を適用します。ランキングはこのScoreのみで決まり、広告で変わりません。算出方法の詳細 →

Security considerations

The skill operates with write permissions to repository contents and pull requests via GitHub Actions tokens. It executes git operations and force-pushes branches, so proper workflow restrictions and token scoping must be maintained.