Writing HashQL J-Expr

SkillFiles & storage

HashQL J-Expr syntax for writing queries. Use when writing J-Expr code, using #literal/#struct/#list constructs, understanding function call syntax, or working with HashQL query files (.jsonc).

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The instructions your AI receives, as published by hashintel/hash in .agents/skills/writing-hashql-jexpr/SKILL.md and read by ahel’s review.

J-Expr is a JSON-based expression syntax for HashQL. It represents typed expressions using JSON primitives.

Expression Types

J-Expr has three expression types:

JSON TypeJ-Expr Meaning
StringPath/identifier/symbol
ArrayFunction call
ObjectData constructor (with # keys)

Paths (Strings)

Strings are parsed as paths or identifiers:

"x"                           // Simple variable
"vertex.id.entity_id"         // Dotted path access
"::core::types::String"       // Namespaced/rooted path
"::graph::head::entities"     // Graph function path

Function Calls (Arrays)

Arrays represent function calls: [function, arg1, arg2, ...]

// Basic function call
["add", {"#literal": 1}, {"#literal": 2}]

// Namespaced function
["::graph::head::entities", ["::graph::tmp::decision_time_now"]]

// Labeled argument with :prefix in object
["greet", {":name": {"#literal": "Alice"}}]

// Shorthand labeled argument (string with :prefix)
["func", ":name"]

Data Constructors (Objects with # Keys)

Objects with special # keys construct data:

KeyPurposeExample
#literalPrimitive values{"#literal": 42}
#structNamed fields{"#struct": {"x": ...}}
#listVariable-size ordered{"#list": [...]}
#tupleFixed-size ordered{"#tuple": [...]}
#dictKey-value map{"#dict": {"k": ...}}
#typeType annotationUsed with other keys

Literals

{"#literal": 42}
{"#literal": "hello"}
{"#literal": true}
{"#literal": null}
{"#literal": 3.14, "#type": "Float"}

Struct

{"#struct": {"name": {"#literal": "Alice"}, "age": {"#literal": 30}}}
{"#struct": {"x": {"#literal": 1}}, "#type": "Point"}

List and Tuple

{"#list": [{"#literal": 1}, {"#literal": 2}]}
{"#tuple": [{"#literal": 1}, {"#literal": "text"}]}

Dict

{ "#dict": { "key": { "#literal": "value" } } }

Common Patterns

Let Binding

["let", "varName", { "#literal": 10 }, ["add", "varName", { "#literal": 5 }]]

Function Definition

["fn", {"#tuple": []}, {"#struct": {"vertex": "_"}}, "_", body_expr]

Conditionals

["if", condition_expr, then_expr, else_expr]

Comparison

["==", "left", "right"]
[">", {"#literal": 5}, {"#literal": 3}]

Do

  • Use #literal for all primitive values (numbers, strings, booleans, null)
  • Use :: prefix for namespaced paths
  • Use : prefix for labeled arguments
  • Combine #type with other constructors for type annotations

Don't

  • Don't use bare JSON numbers/booleans - wrap in {"#literal": ...}
  • Don't confuse #list (variable-size) with #tuple (fixed-size)
  • Don't use # prefix for labeled arguments (use :)
  • Don't nest # keys incorrectly - each object should have one primary # key

Examples

Entity query:

["::graph::head::entities", ["::graph::tmp::decision_time_now"]]

Filtering with comparison:

[
  "filter",
  "entities",
  [
    "fn",
    { "#tuple": [] },
    { "#struct": { "entity": "_" } },
    "_",
    ["==", "entity.draft_id", { "#literal": null }],
  ],
]

Struct with type:

{ "#struct": { "value": { "#literal": 100 } }, "#type": "Amount" }

References

  • Syntax Reference - Paths, function calls, operators
  • Special Forms - Language constructs (if, let, fn, type, use, etc.)
  • Data Constructors - Typed data (#literal, #struct, #tuple, #list, #dict, #type)
  • Type DSL - Embedded type annotation syntax
  • Parser: libs/@local/hashql/syntax-jexpr/src/parser/
  • Object forms: libs/@local/hashql/syntax-jexpr/src/parser/object/
  • Type DSL: libs/@local/hashql/syntax-jexpr/src/parser/string/type.rs

Signals

GitHub stars
2k
Forks
122
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
writing-hashql-jexpr
Source
github.com/hashintel/hash