wzrd-client 1.4.0

TWZRD agent trust + x402 receipts (see twzrd-agent-intel) plus the AI model velocity oracle: real-time signals + oracle-routed inference on Solana.

WZRD — AI Model Velocity Oracle for Agents

Which AI model should your agent use right now? Real-time adoption signals across 100+ LLMs. HuggingFace, GitHub, OpenRouter, ArtificialAnalysis — updated every 5 minutes. Dynamic model routing for autonomous agents. Agents earn CCM tokens on Solana.

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🔭 Building agents that pay for APIs?

TWZRD's active product is agent trust + receipts for the x402 economy — score any resource before you pay, then get a signed, offline-verifiable receipt. It's live on Solana mainnet.

pip install twzrd-agent-intel

• Live API: https://intel.twzrd.xyz · Leaderboard: https://twzrd.xyz/leaderboard
• Free preflight: POST https://intel.twzrd.xyz/v1/intel/preflight
• Paid trust receipt: GET https://intel.twzrd.xyz/v1/intel/trust/{pubkey} (0.05 USDC, x402)

The model-velocity oracle below still works and is unchanged.

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Quickstart (Python)

pip install wzrd-client

import wzrd

model = wzrd.pick("code")           # best model right now (changes daily)
details = wzrd.pick_details("code") # score, trend, confidence
top_5 = wzrd.shortlist("code", 5)   # ranked list

No API key. No account. Works immediately.

Preflight (optional, recommended before earning):

wzrd doctor    # check Python, deps, API, wallet resolution
wzrd wallet    # see which keypair will be used (never touches your main wallet)

Task types: code, chat, reasoning, math, multilingual — or any string.

Quickstart (TypeScript)

npm install @wzrd_sol/sdk

import { bestModel } from '@wzrd_sol/sdk';

const picks = await bestModel({ task: 'code', budget: 'micro' });
console.log(picks[0].model_id);

Framework plugins on npm:

• @wzrd_sol/eliza-plugin — ElizaOS
• @wzrd_sol/solana-agent-plugin — Solana Agent Kit
• @wzrd_sol/goat-plugin — GOAT SDK

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Why WZRD

• Save money — models change weekly. The one you hardcoded is probably 10x more expensive than the trending alternative.
• Better results — momentum is a leading indicator. Models gaining adoption fast are usually improving fast.
• Trustless on-chain oracles — 9 Switchboard feeds on Solana mainnet. Verify any signal independently.
• Get paid — agents that report inference results earn CCM tokens through a gasless relay.

Use Cases

• Autonomous agents that always pick the fastest/cheapest/best model
• Multi-agent orchestration (CrewAI, LangGraph, AutoGen, Eliza)
• MCP clients (Claude Code, Cursor) — 27 tools via MCP server
• On-chain protocols that need verifiable model selection data

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Earn CCM Tokens (optional)

Agents that report which model they picked — and what happened — earn CCM on Solana. The usage data improves the oracle, so WZRD pays for it.

wzrd.run_loop()
# authenticates → picks models → runs inference → reports → claims CCM

Or with auto-staking:

wzrd.run_loop(stake=True)
# authenticates → reports → claims → auto-stakes (7-day lock, 1.25x boost)

What you need: Nothing. The client auto-generates a Solana keypair at ~/.config/solana/wzrd-agent.json on first run. Claims are gasless — no SOL needed.

CLI equivalent:

wzrd verified-demo           # one-shot verified earn-path demo
wzrd run --stake             # earn loop with auto-stake
wzrd stake all --lock=30     # stake full balance, 30-day lock (~7% APR)
wzrd rewards --claim         # claim staking rewards

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Full Python API

Function	Description
wzrd.pick(task)	Best model name for the task
wzrd.pick_details(task)	Structured result: score, trend, confidence
wzrd.shortlist(task, limit)	Top-N ranked models
wzrd.compare(model_a, model_b)	Head-to-head signal comparison
wzrd.pick_onchain(task)	Reads Switchboard feeds directly (trustless)
wzrd.run_loop(...)	Complete earn loop: pick → infer → report → claim

Candidate-Aware Routing

Constrain picks to models you actually have access to:

model = wzrd.pick(
    "code",
    candidates=[
        "openrouter/qwen/qwen3.5-9b",
        "openrouter/qwen/qwen3.5-35b-a3b",
        "anthropic/claude-sonnet-4.6",
    ],
)

Agent Auth

agent = wzrd.WZRDAgent.from_env()
session = agent.authenticate()
receipt = agent.report_pick(choice, quality_score=0.9, latency_ms=1200)
status = agent.earned()

Keypair loading: ~/.config/solana/id.json, WZRD_AGENT_KEYPAIR_PATH, WZRD_AGENT_KEYPAIR (base58 or JSON byte array).

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Public REST API

GET https://api.twzrd.xyz/v1/signals/momentum

Full OpenAPI spec: api.twzrd.xyz/openapi.json

On-Chain Oracles

9 Switchboard pull feeds on Solana mainnet (7 velocity + 2 price):

Feed	Address
Qwen 3.5 9B	AepiFwnbfCvXwA5gtAysMaxoqdwsGiYCN6gFBLGqZf1S
Llama 3.3 70B	6EgRwhE6db1Aqsxzmp9wj6QH2y5ZEji1xe1YdovwmD9g
Kimi K2.5	5xmwRtTgcCz6R2KapxpEXVjCNcZCpe24DnCC295S769w
Qwen3-Coder-Next	g3RRSmg4PJjDNCq3jkTutMB8431UMMtRTNBRpc7UfVV

Full registry: wzrd.oracle.list_feeds()

On-Chain Identifiers

Item	Address
AO Program	GnGzNdsQMxMpJfMeqnkGPsvHm8kwaDidiKjNU2dCVZop
CCM Mint	Dxk8mAb3C7AM8JN6tAJfVuSja5yidhZM5sEKW3SRX2BM
vLOFI Mint	E9Kt33axpCy3ve2PCY9BSrbPhcR9wdDsWQECAahzw2dS

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Links

• twzrd.xyz/start — onboarding
• twzrd.xyz/feed — live velocity feed
• MCP guide — connect to Claude Code / Cursor
• PyPI — Python package
• npm — TypeScript SDK

Environment Variables

Variable	Purpose
WZRD_API_URL	Signal endpoint override
WZRD_AGENT_KEYPAIR_PATH	Path to Solana JSON keypair
WZRD_AGENT_KEYPAIR	Base58 secret or JSON byte array
WZRD_TIMEOUT_SECONDS	Request timeout
WZRD_CACHE_TTL_SECONDS	Cache TTL for fetched signals

License

MIT