malloydata/publisher/malloy-publish
Claude Code and agent skill by malloydata/publisher
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Checking that the SKILL.md file is still in the repository.
Package Malloy models for serving by Malloy Publisher. Use when user asks to "publish", "package", "deploy", or wants to share models with others.
Install
npx vskill@latest install malloydata/publisher/malloy-publishSKILL.md
Packaging Malloy models for Publisher
CRITICAL: Only package or prepare a release when the user explicitly asks. Making model changes, adding documentation, or building reports is NOT a publish request. Never auto-package after completing other tasks.
Publishing in open-source Publisher
Automated publishing is not part of the open-source Malloy Publisher tool surface yet. There is no publish tool to call from this skill. What this skill does is get a package into a publishable shape: a valid publisher.json, a flat layout, and the right files in the package root.
Once the package is in shape, self-hosters publish it through their own host: commit the package to git, then run the host's publish path (for example, the deploy step that points a Publisher server at the package directory or repository). The mechanics of that path depend on how the Publisher instance is deployed, so confirm with the user how their instance is served rather than assuming a hosted control plane.
Prerequisites
- Malloy model (
.malloy) and/or report (a.malloyfile with an## artifacttag) files ready - The Publisher MCP tools configured (used by the modeling and analysis skills, not by a publish step)
Connections: a flat-file package needs none
A package backed by data files (CSV/Parquet/XLSX/JSON) needs no `connections` entry at all in publisher.config.json: every loaded package automatically gets its own DuckDB sandbox connection named duckdb, which is what duckdb.table('data/file.csv') resolves against. That name is reserved: declaring an environment-level connection named duckdb fails the whole environment at init (name an env-level DuckDB connection something like shared_duckdb instead). See docs/connections.md.
Two more facts about how a Publisher server sees the package, both easy to get wrong:
- A package `location` is treated as local only when it starts with `./`, `../`, `~/`, or `/`. A bare name like
"spotify"is silently not local; write"./spotify". - Local authoring means `--watch-env`. Without
--watch-env <env>, Publisher copies each local package intopublisher_data/at boot and serves the copy; edits to your source directory are never read, however many times you save. Start the server with--watch-env <env>(mounts the package in place and live-reloads), the same commandskill:malloy-html-data-appsuses:
``sh npx @malloy-publisher/server --server_root . --port 4000 --watch-env <env> ``
Step 1: Verify publisher.json
Check if publisher.json exists in the package root. If it does, proceed to Step 2.
If it doesn't exist, create one. Suggest a package name based on the model content, write a brief description, and default to version 0.0.1.
Naming conventions:
name: lowercase, hyphens allowed (e.g.,ecommerce,sales-analytics)version: semver format (e.g.,0.0.1,1.2.3)
Curating discovery & the query boundary (optional)
A package with no index.malloy and no explores exposes everything: every model is listed and every source is directly queryable.
To curate, add an `index.malloy` at the package root. Publisher reads it as the package's published surface, so no manifest field is involved:
What it exports is what agents discover and what may be queried. Everything else still compiles, and other models can import, join and extend it, but a direct query against it is refused with a 404. Where nothing in the model is gated, the 404 says the source is off the surface and how to publish it; where a gate is in play, it reads exactly like a source that does not exist. Reach for this when you have raw/staging/scaffolding sources that exist to build a curated entry point and you don't want agents landing on, or querying, them directly.
Address queries to the surface. Once a package has an index.malloy, .../models/staging.malloy/query is no longer a query entry point, even for a source that file declares itself. Use .../models/index.malloy/query. If you are debugging a refusal rather than authoring, skill:malloy-source-unreachable covers the three ways a source can be out of reach and how to tell them apart.
A surface can be layered. An index.malloy may front a file that fronts another. A source re-exported through a chain of files stays queryable through the surface at any depth, because admission follows the declaration rather than the path taken to it.
Curation hides a landing point, not a column. A published source may join an unpublished one, and a query grouping by a joined field returns that field's values normally. If a column must not be readable, do not join it into something you publish; gate it with #(authorize) instead.
Leaving a source out does not put it out of reach, but there is a condition. export { ... } also decides what an importing file may see, which is Malloy's rule rather than Publisher's. A file that declares no export hands an importer everything it declares, so an unpublished source stays importable and joinable from the file that declares it. A file that does declare one hands over exactly that list: importing a file whose export omits a source and then naming it fails to compile with Reference to undefined object. Put an export on a mid-layer file only when you mean to narrow what its importers can build on, not just what Publisher lists.
About `export { … }`: the surface filters which files are listed; export { … } (a Malloy statement) filters which sources within a file are exposed, and the two compose. You usually don't write it in a leaf model: a file with no export exposes all of its own top-level sources. It must appear after the definitions it names. See Malloy: Imports & Exports.
Givens reach callers through `index.malloy`'s imports, not its `export`. A given: is a name like a source. A caller can set it only if index.malloy has it in scope, and you never list givens in export { … }. How you import decides it:
import "orders.malloy"(the whole file) brings every givenorders.malloydeclares. Use this form, thenexportonly the curated sources.import { orders } from "orders.malloy"brings onlyorders. Its givens stay behind. Name them too:import { orders, REGION } from "orders.malloy".- Imports don't chain. If
orders.malloygets its givens from agivens.malloy, importgivens.malloyintoindex.malloyas well, or list the givens inorders.malloy's ownexport { … }.
A given index.malloy leaves out fails in one of three ways, depending on how it is declared:
| the given | what happens | |
|---|---|---|
| has a default | the source runs on the default, and a caller who sets the given gets 400 unknown given 'REGION'. Model surfaces [...]. Agents never learn it exists | |
| has no default | a query on the source answers 400 ... references given MIN_AMT ..., which is not surfaced in this model and has no default, even when the caller sends a value. A query that joins the source in its own text gets 404 Query target is not queryable instead, which reads like curation; compile_model on that query shows the real cause | |
is read by an #(authorize) or #(access_filter) gate | the package does not load: $GROUPS references a given named GROUPS, which is not declared in this model |
To check, fetch index.malloy's model: its givens should list every given a published source reads.
The older manifest fields
publisher.json has two older keys for this, explores and queryableSources. A new package uses neither: index.malloy does the job.
- `explores` (
string[]) is deprecated in every form. The files it lists are listed and queryable, and what they export is the surface, wherever they live. The one exception is a tagged report it lists, which reads the surface and adds nothing to it. A package that sets it gets a load-time warning naming the edit that replaces it. A surface spanning several files needs noexplores: import them all into oneindex.malloyand export what you publish.
```malloy // index.malloy import "order_analysis.malloy" import "customer_health.malloy"
export { orders, customers, customer_health } ```
"explores": [] is deprecated too. It used to mean "do not curate". To publish everything now, rename or remove index.malloy, and point any file that imports it at the new name first: a broken import fails the whole package. An entry that doesn't resolve to a real .malloy file surfaces in exploresWarnings, and publishing a package that has any is rejected. When explores is set and does not list index.malloy, the index file is ignored, and a warning says so.
- `queryableSources` (
"declared"|"all") is deprecated too."declared"is the default, so setting it does nothing and draws a warning. `"all"` has one use: hiding an#(authorize)-gated source from listings while authorized callers still query it by name. It keeps the listingsindex.malloycurates and leaves every source queryable by name. It needs noexploresbeside it and draws no warning. Leave it out unless you have that case.
Not access control. The surface gates the query surface (the query endpoints, REST and MCP alike), not compile and not raw file retrieval by exact path:/compileandcompile_modelare deliberately exempt, because compile is the authoring loop and the boundary is discovery curation. It doesn't restrict who may query, only what is queryable by name. Queryable sources are the union of every listed file'sexport {}closure, whichever listed model path a query addresses them through. To gate access by caller-supplied identity/role, use#(authorize)on the source (and#(access_filter)to scope rows), seeskill:malloy-model§ Access Control anddocs/authorize.md. Discovery curation and these gates are independent layers.
The manifest also carries a scope field ("package" | "version", default "package") controlling whether persisted/materialized artifacts are shared across published versions or owned by a single version, and a materialization field configuring that persistence policy (a cron schedule or a freshness window). Both are unrelated to discovery curation; there is no per-source sharing or schedule field, that was retired in favor of the single package-level scope and materialization.
Step 2: Confirm the package layout
With a valid publisher.json in place, confirm the package is in the flat, publishable shape described below. There is no publish tool to call in open-source v1; hand the package off to the host's publish path (git plus the deploy step for your Publisher instance).
Package Structure
A flat layout at the package root is the simplest default, for models and reports alike. Subfolders work too: an import path resolves relative to the file that contains it, so import "../storefront.malloy" works from a file one directory down. No directory has a special meaning: a report is a report because of its ## artifact tag, wherever it sits.
This is the start of the file. Read the full SKILL.md on GitHub.
Security
- Security scanPassed, 100 of 100Pattern checks on the skill's files.
- Model reviewNot runA model review is scheduled for the next rescan.
Quality evaluation
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Source
- SKILL.md in the repositoryCheckingskills/malloy-publish/SKILL.md
Popularity
- Repository stars
- 97
- Repository forks
- 24
- 7-day trend score
- 23
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