clojure-review
metabase/metabase
Review Clojure/ClojureScript code against Metabase style standards and quality guidelines.
What is clojure-review?
Automated code reviewer for Clojure and ClojureScript changes in Metabase projects. Checks compliance with Metabase coding standards, naming conventions, documentation requirements, and structural patterns. Use when reviewing pull requests or diffs containing Clojure/ClojureScript code.
- Validates naming conventions (kebab-case, side-effect `!` suffix, descriptive names)
- Checks docstring presence and quality for public vars
- Verifies code organization (privacy markers, function length, line limits)
- Reviews test structure and naming patterns
- Audits REST API endpoints for schema, parameter conventions, and test coverage
- Validates MBQL usage and database patterns
How to install clojure-review
npx skills add https://github.com/metabase/metabase --skill clojure-review- Access to Metabase repository or local checkout
- Clojure code changes in diff or pull request format
How to use clojure-review
- 1.Install the skill via the provided command
- 2.Provide the code diff or pull request containing Clojure/ClojureScript changes
- 3.The skill scans against Metabase style guide and community Clojure conventions
- 4.Review flagged violations and suggestions for compliance
- 5.Address only substantive issues; ignore trivial or correctly-formatted code
Use cases
- Review pull requests containing Clojure/ClojureScript changes before merge
- Audit new API endpoints for compliance with REST conventions and test coverage
- Check refactored code for naming, documentation, and organization standards
- Validate database model and query patterns in data layer changes
- Inspect driver implementations for proper multimethod documentation and patterns
- Clojure/ClojureScript developers contributing to Metabase
- Code reviewers enforcing Metabase project standards
- Maintainers ensuring consistency across OSS and enterprise modules
clojure-review FAQ
The Metabase Clojure style guide (included in the skill) and the community Clojure style guide (CLOJURE_STYLE_GUIDE.adoc if present in the working directory).
No. Linter issues like missing parentheses are caught by automated linters; this skill focuses on style violations, naming, documentation, and structural patterns that require human judgment.
No. The skill only posts comments about actual violations or potential issues. It avoids congratulatory or confirmatory messages about properly-formatted code.
kebab-case for all variables and functions, descriptive names (no abbreviations like `tbl`), nouns for pure functions, and `!` suffix for side-effect functions.
Yes. It validates response schemas, query parameter conventions (kebab-case), route naming (singular nouns), test coverage, and ensures GET requests have no side effects.
Full instructions (SKILL.md)
Source of truth, from metabase/metabase.
name: clojure-review description: Review Clojure and ClojureScript code changes for compliance with Metabase coding standards, style violations, and code quality issues. Use when reviewing pull requests or diffs containing Clojure/ClojureScript code. allowed-tools: Read, Grep, Bash, Glob
Clojure Code Review Skill
@./../_shared/clojure-style-guide.md @./../_shared/clojure-commands.md
Review guidelines
What to flag:
- Check compliance with the Metabase Clojure style guide (included above)
- If
CLOJURE_STYLE_GUIDE.adocexists in the working directory, also check compliance with the community Clojure style guide - Flag all style guide violations
What NOT to post:
- Do not post comments congratulating someone for trivial changes or for following style guidelines
- Do not post comments confirming things "look good" or telling them they did something correctly
- Only post comments about style violations or potential issues
Example bad code review comments to avoid:
This TODO comment is properly formatted with author and date - nice work!
Good addition of limit 1 to the query - this makes the test more efficient without changing its behavior.
The kondo ignore comment is appropriately placed here
Test name properly ends with -test as required by the style guide.
Special cases:
- Do not post comments about missing parentheses (these will be caught by the linter)
Quick review checklist
Use this to scan through changes efficiently:
Naming
- Descriptive names (no
tbl,zs') - Pure functions named as nouns describing their return value
-
kebab-casefor all variables and functions - Side-effect functions end with
! - No namespace-alias repetition in function names
Documentation
- Public vars in
srcorenterprise/backend/srchave useful docstrings - Docstrings use Markdown conventions
- References use
[[other-var]]not backticks -
TODOcomments include author and date:;; TODO (Name 2025-01-01) -- description
Docstring content — check every new or rewritten docstring against the anti-pattern table in the style guide above. Read the diff's docstrings on their own, separately from the code: prose is where review attention slides off, and a long docstring reads as diligence rather than as the liability it usually is.
Code Organization
- Everything
^:privateunless used elsewhere - No
declarewhen avoidable (public functions near end) - Functions under 20 lines when possible
- No blank, non-comment lines within definition forms (except pairwise constructs in
let/cond) - Lines ≤ 120 characters
Tests
- Separate
deftestforms for distinct test cases - Pure tests marked
^:parallel - Test names end in
-testor-test-<number>
Modules
- Correct module patterns (OSS:
metabase.<module>.*, EE:metabase-enterprise.<module>.*) - API endpoints in
<module>.apinamespaces - Public API in
<module>.corewith Potemkin - No cheating module linters with
:clj-kondo/ignore [:metabase/modules]
REST API
- Response schemas present (
:- <schema>) - Query params use kebab-case, bodies use
snake_case - Routes use singular nouns (e.g.,
/api/dashboard/:id) -
GEThas no side effects (except analytics) - Malli schemas detailed and complete
- All new endpoints have tests
MBQL
- No raw MBQL manipulation outside
lib,lib-be, orquery-processormodules - Uses Lib and MBQL 5, not legacy MBQL
Database
- Model and table names are singular nouns
- Uses
t2/select-one-fninstead of selecting full rows for one column - Logic in Toucan methods, not helper functions
Drivers
- New multimethods documented in
docs/developers-guide/driver-changelog.md - Passes
driverargument to other driver methods (no hardcoded driver names) - Minimal logic in
read-column-thunk
Miscellaneous
- Example data is bird-themed when possible
- Kondo linter suppressions use proper format (not
#_:clj-kondo/ignorekeyword form)
Pattern matching table
Quick scan for common issues:
| Pattern | Issue |
|---|---|
calculate-age, get-user | Pure functions should be nouns: age, user |
update-db, save-model | Missing ! for side effects: update-db!, save-model! |
snake_case_var | Should use kebab-case |
| Public var without docstring | Add docstring explaining purpose |
;; TODO fix this | Missing author/date: ;; TODO (Name 2025-01-01) -- description |
(defn foo ...) in namespace used elsewhere | Should be (defn ^:private foo ...) |
| Function > 20 lines | Consider breaking up into smaller functions |
/api/dashboards/:id | Use singular: /api/dashboard/:id |
Query params with snake_case | Use kebab-case for query params |
| New API endpoint without tests | Add tests for the endpoint |
Feedback format examples
For style violations:
This pure function should be named as a noun describing its return value. Consider
userinstead ofget-user.
For missing documentation:
This public var needs a docstring explaining its purpose, inputs, and outputs.
For docstrings documenting code they don't own:
This describes how
libdecides binning strategies internally. Nothing here fails when that changes, so it will go stale silently — drop it and letavailable-binning-strategiesanswer for its own behavior.
For docstring content that belongs in the body:
This paragraph explains why the branches are ordered this way, which is what someone editing the
condneeds — but a caller can't act on it. Move it to an inline comment above thecond.
For organization issues:
This function is only used in this namespace, so it should be marked
^:private.
For API conventions:
Query parameters should use kebab-case. Change
user_idtouser-id.
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