Why Use This This skill provides specialized capabilities for hashintel's codebase.
Use Cases Developing new features in the hashintel repository Refactoring existing code to follow hashintel standards Understanding and working with hashintel's codebase structure
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Updated At Jan 12, 2026, 01:08 AM
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License AGPL-3.0
---
name: writing-hashql-jexpr
description: '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).'
license: AGPL-3.0
metadata:
triggers:
type: domain
enforcement: suggest
priority: high
keywords:
- J-Expr
- jexpr
- hashql query
- hashql syntax
- "#literal"
- "#struct"
- "#list"
- "#tuple"
intent-patterns:
- "\\b(write|read|create|parse)\\b.*?\\b(j-?expr|hashql)\\b"
- "\\b(hashql|jexpr)\\b.*?\\b(query|syntax|expression)\\b"
---
# Writing HashQL J-Expr
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 Type | J-Expr Meaning |
| --------- | -------------- |
| String | Path/identifier/symbol |
| Array | Function call |
| Object | Data constructor (with `#` keys) |
## Paths (Strings)
Strings are parsed as paths or identifiers:
```jsonc
"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, ...]`
```jsonc
// 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:
| Key | Purpose | Example |
| --- | ------- | ------- |
| `#literal` | Primitive values | `{"#literal": 42}` |
| `#struct` | Named fields | `{"#struct": {"x": ...}}` |
| `#list` | Variable-size ordered | `{"#list": [...]}` |
| `#tuple` | Fixed-size ordered | `{"#tuple": [...]}` |
| `#dict` | Key-value map | `{"#dict": {"k": ...}}` |
| `#type` | Type annotation | Used with other keys |
### Literals
```jsonc
{"#literal": 42}
{"#literal": "hello"}
{"#literal": true}
{"#literal": null}
{"#literal": 3.14, "#type": "Float"}
```
### Struct
```jsonc
{"#struct": {"name": {"#literal": "Alice"}, "age": {"#literal": 30}}}
{"#struct": {"x": {"#literal": 1}}, "#type": "Point"}
```
### List and Tuple
```jsonc
{"#list": [{"#literal": 1}, {"#literal": 2}]}
{"#tuple": [{"#literal": 1}, {"#literal": "text"}]}
```
### Dict
```jsonc
{"#dict": {"key": {"#literal": "value"}}}
```
## Common Patterns
### Let Binding
```jsonc
["let", "varName", {"#literal": 10}, ["add", "varName", {"#literal": 5}]]
```
### Function Definition
```jsonc
["fn", {"#tuple": []}, {"#struct": {"vertex": "_"}}, "_", body_expr]
```
### Conditionals
```jsonc
["if", condition_expr, then_expr, else_expr]
```
### Comparison
```jsonc
["==", "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:**
```jsonc
["::graph::head::entities", ["::graph::tmp::decision_time_now"]]
```
**Filtering with comparison:**
```jsonc
["filter", "entities",
["fn", {"#tuple": []}, {"#struct": {"entity": "_"}}, "_",
["==", "entity.draft_id", {"#literal": null}]]]
```
**Struct with type:**
```jsonc
{"#struct": {"value": {"#literal": 100}}, "#type": "Amount"}
```
## References
- [Syntax Reference](references/syntax-reference.md) - Paths, function calls, operators
- [Special Forms](references/special-forms.md) - Language constructs (`if`, `let`, `fn`, `type`, `use`, etc.)
- [Data Constructors](references/data-constructors.md) - Typed data (`#literal`, `#struct`, `#tuple`, `#list`, `#dict`, `#type`)
- [Type DSL](references/type-dsl.md) - 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`