# castorini

> Open-source publisher. Listings imported from github.com/castorini — credited to the original author with their license.

- **Listings:** 6
- **Total installs:** 0
- **Profile:** https://agentstack.voostack.com/s/castorini
- **Website:** https://github.com/castorini

## Published listings

- [Castorini Release](https://agentstack.voostack.com/l/skill-castorini-castorini-skills-castorini-release) — Skill · Free · security-reviewed — `agentstack add skill-castorini-castorini-skills-castorini-release`
  Use when publishing nuggetizer, ragnarok, rank_llm, or umbrela to PyPI or TestPyPI and you need the release sequence for version bumps, build checks, twine validation, TestPyPI dry-runs, or final production publishing.
- [Castorini Pipeline](https://agentstack.voostack.com/l/skill-castorini-castorini-skills-castorini-pipeline) — Skill · Free · security-reviewed — `agentstack add skill-castorini-castorini-skills-castorini-pipeline`
  Use when coordinating an end-to-end Castorini pipeline across rank_llm, ragnarok, nuggetizer, and umbrela, especially for stage handoffs, JSONL compatibility, retrieval-to-answer evaluation flow, or reproducing a multi-stage experiment.
- [Castorini Serve](https://agentstack.voostack.com/l/skill-castorini-castorini-skills-castorini-serve) — Skill · Free · security-reviewed — `agentstack add skill-castorini-castorini-skills-castorini-serve`
  Use when serving Anserini retrieval together with any subset of rank_llm, ragnarok, nuggetizer, or umbrela over HTTP, especially for local port planning, direct request payload compatibility, curl or jq pipelines, or sequencing retrieval, reranking, generation, nugget creation, nugget assignment, and passage judging from an Anserini fatjar RestServer.
- [Castorini Cli Reference](https://agentstack.voostack.com/l/skill-castorini-castorini-skills-castorini-cli-reference) — Skill · Free · security-reviewed — `agentstack add skill-castorini-castorini-skills-castorini-cli-reference`
  Use when building, debugging, or reviewing CLI commands across nuggetizer, ragnarok, rank_llm, or umbrela and you need the shared castorini.cli.v1 envelope, common introspection commands, artifact shapes, or cross-repo CLI consistency rules.
- [Castorini Onboard](https://agentstack.voostack.com/l/skill-castorini-castorini-skills-castorini-onboard) — Skill · Free · security-reviewed — `agentstack add skill-castorini-castorini-skills-castorini-onboard`
  Use when onboarding to nuggetizer, ragnarok, rank_llm, or umbrela and you need development environment setup for one repo or several repos at once, including clone-if-needed, uv or pip installation paths, shared virtualenv reuse, and smoke tests.
- [Anserini Fatjar](https://agentstack.voostack.com/l/skill-castorini-castorini-skills-anserini-fatjar) — Skill · Free · security-reviewed — `agentstack add skill-castorini-castorini-skills-anserini-fatjar`
  Install and run Anserini quickly by downloading the latest fatjar from the official Maven Central repo instead of building from source. Use when users want fast setup, smoke tests, or command execution without Maven project compilation.

---
Seller on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Install any with `agentstack add <slug>`.