vrext 1.1.0

Token-efficient AI-to-AI communication language

Vrext

Token-efficient communication protocol for AI agents.

Vrext cuts inter-agent state by ~60% versus JSON. Same information. Fewer tokens. No dependencies.

pip install vrext

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Why not JSON?

JSON was designed for humans and HTTP APIs. It repeats keys, requires quotes, and nests deeply. When agents pass state to each other hundreds of times per task, that overhead compounds into real cost.

Vrext is designed for one thing: agents passing state to agents.

Format	Tokens	Relative cost
Vrext	~35	1×
YAML	~70	2×
JSON	~85	2.4×

Same state expressed in each format. Token counts via cl100k_base.

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Quickstart

from vrext import parse, serialize, to_dict

# Parse a Vrext message
msg = parse("""
VER:1.1
TS:1716000000
TTL:3600
T:find_crm_system
V:candidates=[hubspot,pipedrive]|$:~50
X:salesforce ∵cost
C:[research_complete,pricing_complete]
N:book_demonstrations→compare
Q:0.9
""")

# Read fields
print(msg.first("T").value)        # find_crm_system
print(msg.first("X").reason)       # cost
print(msg.first("N").leads_to)     # compare
print(msg.confidence())            # 0.9
print(msg.is_expired())            # False

# Convert to dict for JSON interop
d = to_dict(msg)

# Serialize back to Vrext
text = serialize(msg)

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Format

Each field on its own line. No quotes. Underscores instead of spaces.

VER:1.1
TS:1716000000
TTL:3600
T:research_pm_tools
#:10_person_startup
V:candidates=[notion,linear,asana]|$:[notion=10pp,linear=8pp,asana=13pp]
X:jira ∵complexity
X:monday ∵cost_at_scale
C:[search_complete,pricing_complete]
N:eval[slack_integration,github_integration]→rank_candidates
SEQ:[search_complete,pricing_complete,rank_candidates]
Q:0.95

Symbols

Symbol	Meaning
:	field definition
|	inline field separator
=	value assignment
[]	array
∵	because / reason
∴	therefore / conclusion
→	leads to / produces
×	count multiplier
!	critical / high priority
?	unknown / unresolved
@	agent reference
~	approximate value
&	combine / and

Fields

Field	Meaning
VER	protocol version
TS	unix timestamp
TTL	expiry in seconds
T	task goal
S	episodic summary
V	variables and facts
N	next required action
X	exclusion with reason
B	blocked by
R	requirements
C	completed steps
A	agent capability needed
$	cost or budget
#	count or quantity
P	priority (1=highest)
Q	confidence 0.0–1.0
SEQ	sequence dependency
RLY	relay target

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Grammar

Single value       FIELD:value
Array              FIELD:[val1,val2,val3]
Key-value array    FIELD:[a=1,b=2,c=3]
With reason        FIELD:value ∵ reason
With outcome       FIELD:value → outcome
With count         FIELD:value×3
Inline fields      FIELD1:val|FIELD2:val
Critical           !FIELD:value
Unknown            FIELD:?
Approximate        FIELD:~value
Inline confidence  FIELD:value Q:0.9
Agent reference    @agent_id:capability
Conditional        IF condition → THEN action | ELSE fallback

---

Multi-agent example

VER:1.1
TS:1716000100
TTL:1800
T:process_and_store_results
B:rank_candidates
RLY:@storage_agent:write
A:@eval_agent:integration_check
SEQ:[eval_complete,rank_complete,store_complete]
N:await_eval_agent→receive_rankings
Q:0.85

---

API

parse(text: str) -> VrextMessage

Parses a Vrext string. Never raises — malformed input is logged to msg.errors.

msg = parse(text)
msg.first("T")        # first value for field T
msg.get("X")          # all values for field X (list)
msg.confidence()      # float from Q field, defaults to 0.5
msg.is_expired()      # True if TS + TTL < now
msg.errors            # list of parse warnings

serialize(msg: VrextMessage) -> str

Serializes a VrextMessage back to Vrext text in canonical field order.

to_dict(msg: VrextMessage) -> dict

Converts to a plain Python dict for JSON interop.

VrextValue

Every parsed field value is a VrextValue:

v.value        # str, list, dict, or float
v.reason       # str or None  (∵)
v.conclusion   # str or None  (∴)
v.leads_to     # str or None  (→)
v.count        # int or None  (×)
v.approximate  # bool         (~)
v.critical     # bool         (!)
v.unknown      # bool         (?)
v.confidence   # float or None (inline Q:)

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Error handling

Vrext parsers are fault-tolerant by spec:

Problem	Behavior
Unknown field	skipped, logged to msg.errors
Invalid Q value	defaults to 0.5, logged
Malformed array	treated as string
Expired TTL	TTL_EXPIRED in msg.errors
Unknown symbol	treated as literal

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Roadmap

Version	Target
v1.1	✅ Core spec, Python parser
v1.2	TypeScript parser
v1.3	Rust parser
v2.0	Multi-agent coordination primitives

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License

MIT. Free to use, implement, and extend.

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Contributing

The spec lives in SPEC.md. The parser lives in vrext/vrext.py. Tests in tests.py.

To add a symbol or field, open an issue first — breaking changes increment the major version.