tigrisdata

Use when deploying static assets (CSS, JS, fonts, build artifacts) to Tigris — asset pipelines, cache headers, CDN delivery, covers Next.js, Remix, Rails, Django, Laravel, Express

Use when recovering deleted or changed files from Tigris, restoring objects to a previous state, or setting up snapshot-enabled buckets for point-in-time recovery

Use when needing point-in-time recovery, version control for object storage, or creating isolated bucket copies for testing/experimentation

Use when configuring CORS, rotating access keys, setting bucket policies, or securing Tigris storage — covers key lifecycle, roles, CORS rules, presigned URL security, audit checklist

Use when choosing between Tigris-native SDKs and AWS S3-compatible SDKs — covers which SDK to use per language, CLI preference, and when AWS SDKs are the only option

Use when migrating from AWS S3, Google Cloud Storage, or Azure Blob to Tigris — shadow buckets via `tigris buckets set-migration`, active drain via `tigris buckets migrate`, bulk copy, SDK endpoint swap, zero-downtime migration

Use when working with Tigris from Python — boto3 setup, Django uploads via django-storages, snapshots, bucket forking, in-place object rename, conditional writes (IfMatch/IfNoneMatch), and the Bundle API for batch ML data fetches. Covers the tigris-boto3-ext extension library (context managers, decorators, helpers) plus framework integration.

Use when working with objects in Tigris Storage - uploading, downloading, deleting, listing, getting metadata, or generating presigned URLs

Use when setting up automatic object expiration, storage tier transitions, TTL-based deletion, or cleanup rules for Tigris buckets

Use when resizing images, generating thumbnails, serving responsive images, or optimizing image delivery with Tigris — covers Next.js, Remix, Rails, Django, Laravel, Express

Use when diagnosing high storage costs, reducing egress/bandwidth, optimizing data transfer — covers caching, CDN, presigned URLs, Cache-Control headers

Use when creating, listing, inspecting, or deleting Tigris Storage buckets

Use when backing up databases to Tigris, scheduling exports, archiving data, or setting up automated backup pipelines — covers Next.js, Remix, Rails, Django, Laravel, Express

Use when building AI agent storage workflows on Tigris — forks for isolated dataset copies, workspaces for per-agent buckets with TTL, checkpoints for snapshot/restore, and coordination for event-driven pipelines via bucket webhooks. Triggers on "@tigrisdata/agent-kit", "agent storage", "agent workspace", "agent fork", "isolated agent environment", "checkpoint and restore", "bucket webhook", "multi-agent pipeline"

Back up and restore the OpenClaw state directory (config, workspace, sessions, skills) to a Tigris bucket. Scheduled backups, safe SQLite handling, point-in-time rollback via bucket snapshots, and zero-copy clones via forks. Use when the user wants their assistant's state to survive machine loss, move to a new machine, or roll back to before a bad update.

Write Go table-driven tests following established patterns. Use when writing tests, creating test functions, adding test cases, or when the user mentions "test", "table-driven", "Go tests", or testing in Go codebases.

Use when working with Tigris file storage - uploading, downloading, deleting, listing files, presigned URLs, client uploads, or setting up Tigris CLI and SDK. Covers Next.js, Remix, Express, Rails, and Laravel. For Python/Django, see the tigris-python-sdk skill.

Use when creating git commits, writing commit messages, or following version control workflows