Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub Β· Developer Tools
Which LLM? Deterministic model selection for agents
Deterministic decision-ranking API with HTTP 402 USDC payments and outcome credits (discounts).
skill openclawclawhub Free
Deterministic decision-ranking API with HTTP 402 USDC payments and outcome credits (discounts).
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0 stars Unverified but indexed
Install for OpenClaw
Quick setup
- Download the package from Yavira.
- Extract the archive and review SKILL.md first.
- Import or place the package into your OpenClaw setup.
Package facts
- Download mode
- Yavira redirect
- Package format
- ZIP package
- Source platform
- Tencent SkillHub
- What's included
- SKILL.md, skill.json
Validation
- Use the Yavira download entry.
- Review SKILL.md after the package is downloaded.
- Confirm the extracted package contains the expected setup assets.
Install with your agent
Agent handoff
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
New install
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
Upgrade existing
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
Trust & source
Release facts
- Source
- Tencent SkillHub
- Verification
- Indexed source record
- Version
- 1.0.18
Provenance
- Publisher
- Zapkid
- Source page
- View original listing
- Canonical URL
- Open canonical page
Documentation
Overview
Use this skill when you need a deterministic recommendation for which LLM to use under explicit constraints such as cost and quality. This skill is for calling the WhichβLLM API. It does not run an LLM itself. For paid requests, the AI bot needs access to a crypto wallet.
When to use it
Pick the cheapest model that still meets a quality target Choose a fallback model if the preferred one fails Keep model selection deterministic and auditable Report execution results and earn credits for later requests
Quick Reference
API base URL: https://api.which-llm.com Primary paid endpoint: POST /decision/optimize Outcome endpoint: POST /decision/outcome Free discovery endpoints: GET /capabilities, GET /pricing, GET /status Payment asset: USDC Supported chains: Base, Ethereum, Arbitrum, Optimism, Avalanche
Registry Summary Expectations
Primary credential: WALLET_CREDENTIALS Install mechanism: instruction-only Writes to disk on install: false Downloads code on install: false
Prerequisites
Before using this skill, have the following ready: Ability to make HTTPS requests to https://api.which-llm.com Ability to send and receive JSON AI bot access to a crypto wallet for paid requests
What this skill does
Sends requests to the WhichβLLM API Uses POST /decision/optimize to get a recommended model and fallback plan Uses POST /decision/outcome to report real execution results Explains the request and response shapes for the public API Describes how to retry requests after payment has been satisfied externally
What this skill does not do
It does not call an LLM directly It does not execute arbitrary code from your prompt It does not require unrelated files or system access beyond API usage and payment handling
Runtime Scope
always_on: false: the skill is not force-installed and does not run continuously disable_model_invocation: false: an agent may invoke it on demand The skill is limited to outbound HTTP API usage and response handling For paid requests, the AI bot needs access to a crypto wallet
Payment Model
Paid calls may use HTTP 402 Payment Required. High-level flow: Call POST /decision/optimize If the API returns 402, inspect fields such as required_amount, accepts, and payment_reference Satisfy the payment requirement outside this skill using host- or client-managed infrastructure Retry the same request with payment proof headers if available This skill documents the API behavior and payment-related response handling. The wallet requirement is limited to paid requests.
GET /capabilities
Use this to discover supported constraints, decision types, and payment behavior.
GET /pricing
Use this to check current pricing and supported chains before making a paid request.
GET /status
Use this for service-health checks.
POST /decision/optimize
This is the main endpoint. Send the goal and constraints, then receive: recommended_model fallback_plan decision metadata and explainability fields Typical request shape: { "goal": "Summarize customer feedback emails into a 5-bullet executive summary", "constraints": { "min_quality_score": 0.8, "max_cost_usd": 0.01 }, "workload": { "input_tokens": 1200, "output_tokens": 300, "requests": 1 }, "task_type": "summarize" } If payment is required, the API may first return 402 with fields such as: required_amount currency accepts[].chain accepts[].pay_to payment_reference Retry the request after external payment handling with: X-Payment-Chain X-Payment-Tx X-Payer X-Payment-Amount X-Payment-Asset If you have a valid credit token, also send: X-Credit-Token
POST /decision/outcome
Use this after running the recommended model. Report what actually happened so the system can issue a credit token for future use. Typical request shape: { "decision_id": "d4e5f6a7-b8c9-0d1e-2f3a-4b5c6d7e8f90", "option_used": "openai/gpt-4o-mini", "actual_cost": 0.008, "actual_latency": 650, "quality_score": 0.86, "success": true } Typical response includes: status decision_id outcome_hash refund_credit.credit_token
Request Strategy For Agents
Call GET /capabilities or GET /pricing first if you need to discover current payment behavior Use POST /decision/optimize only when you actually need model selection help Reuse the returned decision data rather than repeatedly asking the same question After running the chosen model, call POST /decision/outcome to earn credits Use the host or client payment flow when a paid request requires wallet-backed settlement
PAYMENT_REQUIRED
The endpoint needs payment first. Read the 402 response, satisfy the payment requirement externally, then retry with payment proof headers if available.
PAYMENT_INVALID
Check: exact amount sent correct chain correct recipient confirmed transaction headers match the actual transaction
NO_FEASIBLE_OPTIONS
Your cost and quality constraints are too strict for the available models. Relax the budget or quality threshold and retry.
RATE_LIMIT_EXCEEDED
Back off and retry later. Use an idempotency key for safe retries.
Category context
Code helpers, APIs, CLIs, browser automation, testing, and developer operations.
Source: Tencent SkillHub
Largest current source with strong distribution and engagement signals.
Package contents
Included in package
1 Docs1 Config
- SKILL.md
- skill.json