synx-format 3.1.2

SYNX: The Active Data Format — faster than JSON, cheaper for AI tokens, built-in logic.

Better than JSON. Cheaper than YAML. Built for AI and humans.

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See it in action

Writing data — clean and simple

Just key, space, value. No quotes, no commas, no braces:

!active Mode

Add !active on the first line and your config comes alive — with logic built right into the format:

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Features

This extension provides complete SYNX v3.0 language support for Visual Studio Code:

Feature	Description
Syntax Highlighting	Keys, values, markers, constraints, comments, types, template placeholders, colors
IntelliSense	Autocomplete for 12 markers, 7 constraints, type casts, template keys, alias keys
Hover Info	Documentation on markers, constraints, !active, key types and values
Diagnostics	Real-time validation: tabs, indentation, duplicate keys, unknown markers, broken refs
Go to Definition	Ctrl+Click on :alias, :template {ref}, :calc variable names, :include file paths
Find References	Find all usages of any key across :alias, :template, :calc
Document Outline	Full symbol tree in the Outline panel and breadcrumbs
Formatting	Normalize indentation (2 spaces), trim whitespace, fix tabs
Color Preview	Inline color swatches for #hex values (3/4/6/8-digit)
Inlay Hints	Computed :calc results shown inline as = 500
Live Preview	Side panel with real-time parsed JSON output
Convert	SYNX → JSON and JSON → SYNX conversion commands
Freeze	Resolve all !active markers into a static .synx
Context Menus	Right-click on .synx / .json files in Explorer or Editor

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Commands

Command	Shortcut	Description
SYNX: Convert to JSON	Ctrl+Shift+P → type	Parse .synx → save .json alongside it
SYNX: Convert JSON → SYNX	Ctrl+Shift+P → type	Parse .json → save .synx alongside it
SYNX: Freeze	Ctrl+Shift+P → type	Resolve all markers → save .static.synx
SYNX: Preview	Ctrl+Shift+P → type	Open live side panel with parsed JSON

All commands also available via right-click context menu on .synx and .json files.

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Architecture

The extension is zero-dependency — no external runtime, no native modules. Everything runs as pure TypeScript inside VS Code:

src/
├── extension.ts      # Entry point — registers all providers
├── parser.ts         # AST-like parser with position info (SynxNode, ParsedDoc)
├── diagnostics.ts    # 15 diagnostic checks with severity levels
├── completion.ts     # IntelliSense (12 markers, 7 constraints, types, hover)
├── navigation.ts     # Document symbols, Go to Definition, Find References
├── formatter.ts      # Formatting provider (2-space indent, trim)
├── commands.ts       # Convert, Freeze, Preview commands
├── colors.ts         # Color provider (#hex inline swatches)
└── inlay-hints.ts    # Inlay hints for :calc results

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Diagnostics

The extension validates your .synx files in real time:

Check	Severity	Description
Tab characters	Error	SYNX uses spaces, not tabs
Odd indentation	Warning	Indentation should be a multiple of 2
Invalid key start	Error	Keys cannot start with -, #, /, !
Duplicate keys	Warning	Same key at the same indent level
Unknown type cast	Error	Only int, float, bool, string allowed
Unknown marker	Warning	Not one of the 12 known markers
Markers without !active	Info	Markers only work in active mode
:alias broken ref	Error	Referenced key doesn't exist
:calc unknown var	Warning	Variable in expression not defined
:include file missing	Error	Included file not found
:template missing key	Warning	{placeholder} key not found
Constraints without !active	Info	Constraints only work in active mode
Unknown constraint	Warning	Not one of the 7 known constraints
min/max non-numeric	Error	Min/max values must be numbers
enum invalid value	Error	Value not in allowed list

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Performance

SYNX v3.0 uses a unified Rust core with native bindings. Real benchmark results on a 110-key config (2.5 KB):

Rust (criterion, direct)

Benchmark	Time
Synx::parse (110 keys)	~39 µs
parse_to_json (110 keys)	~42 µs
Synx::parse (4 keys)	~1.2 µs

Node.js (50K iterations)

Parser	µs/parse
JSON.parse (3.3 KB)	6.08 µs
synx-js pure TS	39.20 µs
js-yaml (2.5 KB)	82.85 µs
synx-native parseToJson	86.29 µs
synx-native parse	186.84 µs

Python (10K iterations)

Parser	µs/parse
json.loads (3.3 KB)	13.04 µs
synx_native.parse (2.5 KB)	55.44 µs
yaml.safe_load (2.5 KB)	3,698 µs

SYNX parses 67× faster than YAML in Python. In Node.js, the pure TS parser matches Rust direct speed at ~39 µs.

LLM SYNX Format Compatibility

How well different LLM models understand and work with SYNX format:

Parsing & Generation Tests

We benchmark how well LLMs can:

• Parse: Read SYNX format and convert to JSON
• Generate: Create SYNX from English descriptions

Test corpus now has 250 total cases:

• 125 parsing tests (SYNX -> JSON)
• 125 generation tests (Description -> SYNX)

What is inside the test texts:

• Parsing texts include simple key-value pairs, nested blocks (2-4 levels), arrays, mixed scalar types, null values, comments (//, /* */), strings with spaces, and configuration-like documents (service/database/deployment shapes).
• Generation prompts include practical tasks: app/service configs, ports, replicas, regions, booleans, arrays of features, and nested objects with explicit required fields.
• Many cases are near-duplicates with controlled value changes (names, numbers, ports, regions) to test consistency instead of single-shot luck.
• Expected outputs are checked structurally: exact JSON equality for parsing tests and required token/key presence for generation tests.

Example compatibility snapshot (illustrative):

gemini-2.0-flash
→ Parsing      ████████████████████  100.0% (125/125)
→ Generation   ████████████████████  100.0% (125/125)

claude-opus
  Parsing      ███████████████████░   96.0% (120/125)
  Generation   ██████████████████░░   88.0% (110/125)

claude-sonnet
  Parsing      ██████████████████░░   90.4% (113/125)
  Generation   ████████████████████  100.0% (125/125)

gemini-1.5-pro
  Parsing      ███████████████████░   96.0% (120/125)
  Generation   ██████████████████░░   88.0% (110/125)

gpt-4o
  Parsing      ██████████████████░░   90.4% (113/125)
  Generation   ██████████████████░░   88.0% (110/125)

claude-haiku-4-5
  Parsing      ████████████████░░░░   80.0% (100/125)
  Generation   ███████████████░░░░░   76.0% (95/125)

Failed Test Analysis (Typical LLM Errors)

Analysis of failed cases (usually the remaining 4-12%) shows that errors are mostly caused by cross-format habits from YAML/JSON/TOML, not by SYNX complexity itself.

1. Syntactic Interference Problem: the model hallucinates : after keys and adds unnecessary quotes in YAML/JSON style. Example: server host localhost becomes server: host: "localhost".

2. Indentation Flattening Problem: nested SYNX blocks are flattened into one level, which breaks the structure. Example: database -> connection -> port is emitted as sibling top-level keys.

3. Array Shape Drift Problem: arrays are rewritten using another format (- item, JSON-like lists with quotes/commas, or mixed syntax).

4. Type Coercion Bias Problem: true, 42, 3.14, and ~ are sometimes interpreted as strings instead of bool/number/null depending on prompt wording.

5. Marker/Template Normalization Problem: SYNX-specific constructs are "normalized" into familiar syntax and lose their intended semantics.

6. Over-Helpful Rewriting Problem: the model adds wrappers, comments, and readability edits that fail strict structural validation.

Run Your Own Benchmarks

Test any LLM against SYNX format. See benchmarks/llm-tests/README.md for details:

cd benchmarks/llm-tests
pip install -r requirements.txt

# Set your API keys (one time setup)
export ANTHROPIC_API_KEY=your_key
export GOOGLE_API_KEY=your_key
export OPENAI_API_KEY=your_key

# Run full benchmark suite
python llm_benchmark.py

# Format and pretty-print results
python format_results.py llm_results.json

See LLM_BENCHMARK_GUIDE.md for advanced options and detailed results interpretation.

Quick SYNX Syntax Reference

Basic (always works)

# Key-value pairs (first space separates key from value)
name John
age 25
phrase I love programming!

# Nesting (2-space indent)
server
  host 0.0.0.0
# Lists
inventory
  - Sword
  - Shield

# Type casting
zip_code(string) 90210
# Multiline text
  that spans multiple lines.

# Comments
# hash comment
// slash comment

Markers (require !active)

!active

port:env PORT
port:env:default:8080 PORT
boss_hp:calc base_hp * 5
greeting:random
  - Hello!
  - Welcome!
loot:random 70 20 10
  - common
  - rare
  - legendary
support_email:alias admin_email
api_key:secret sk-1234567890
tags:unique
  - action
  - rpg
  - action
database:include ./db.synx
theme:default dark
greeting:template Hello, {first_name} {last_name}!
colors:split red, green, blue
csv:join
  - a
  - b
  - c
currency:geo
  - US USD
  - EU EUR

Constraints (require !active)

!active

volume[min:1, max:100] 75
api_key[required]:env API_KEY
max_players[type:int] 16
country_code[pattern:^[A-Z]{2}$] US
version[readonly] 3.0.0
password[required, min:8, max:64, type:string] MyP@ssw0rd

📖 Documentation / Guides

Complete SYNX guides with all 20 markers, benchmarks, code examples, and architecture:

Language	Guide
🇬🇧 English	GUIDE.md
🇷🇺 Russian	GUIDE_RU.md
🇨🇳 Chinese	GUIDE_ZH.md
🇪🇸 Español	GUIDE_ES.md
🇯🇵 Japanese	GUIDE_JA.md
🇩🇪 Deutsch	GUIDE_DE.md

Full Specification

• SPECIFICATION.md (English)
• SPECIFICATION_RU.md (Russian)

Links

• GitHub Repository
• npm — @aperturesyndicate/synx
• PyPI — synx-format
• crates.io — synx-core
• APERTURESyndicate

MIT — © APERTURESyndicate

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Made by APERTURESyndicate Production