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Route any prompt to the best-performing LLM using peer-reviewed council rankings from LLM Council
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install ashtiwariasu/llmcouncil-routerInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
Route any prompt to the best-performing LLM. The API finds the top model for a given query based on thousands of peer-reviewed council deliberations — then you call that model directly.
https://clawbot.llmcouncil.ai
Use the X-API-Key header with your LLM Council API key.
X-API-Key: clwb_YOUR_KEY_HERE
Get a free key at llmcouncil.ai/developers.
Find the best-performing model for a query.
{
"query": "Explain quantum entanglement simply",
"k": 20
}
| Field | Type | Required | Description |
|---|---|---|---|
query |
string | Yes | The prompt or question to route |
k |
integer | No | Number of past evaluations to consider (default: 20) |
{
"query": "Explain quantum entanglement simply",
"nearest_councils": 20,
"model": "anthropic/claude-sonnet-4",
"relevance": 0.8234,
"confidence": 0.65,
"model_rankings": [
{ "rank": 1, "model": "anthropic/claude-sonnet-4", "nearby_wins": 13, "nearby_appearances": 20 },
{ "rank": 2, "model": "openai/gpt-4.1", "nearby_wins": 5, "nearby_appearances": 18 }
]
}
| Field | Type | Description |
|---|---|---|
model |
string | Top recommended model ID (matches OpenRouter catalogue) |
relevance |
float (0–1) | How closely matched evaluations relate to your query. Above 0.75 is strong. |
confidence |
float (0–1) | How decisively the top model outperforms alternatives. Higher = clearer winner. |
nearest_councils |
integer | Number of relevant past evaluations used |
model_rankings |
array | All models ranked by performance across matched evaluations |
When the user asks you to find the best model for a task, or when you need to decide which LLM to use:
curl -X POST https://cla...
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
# LLM Council Router
Route any prompt to the best-performing LLM. The API finds the top model for a given query based on thousands of peer-reviewed council deliberations — then you call that model directly.
## Base URL
```
https://clawbot.llmcouncil.ai
```
## Authentication
Use the `X-API-Key` header with your LLM Council API key.
```
X-API-Key: clwb_YOUR_KEY_HERE
```
Get a free key at [llmcouncil.ai/developers](https://llmcouncil.ai/developers).
## Endpoint: POST /v1/route
Find the best-performing model for a query.
### Request
```json
{
"query": "Explain quantum entanglement simply",
"k": 20
}
```
| Field | Type | Required | Description |
|-------|------|----------|-------------|
| `query` | string | Yes | The prompt or question to route |
| `k` | integer | No | Number of past evaluations to consider (default: 20) |
### Response
```json
{
"query": "Explain quantum entanglement simply",
"nearest_councils": 20,
"model": "anthropic/claude-sonnet-4",
"relevance": 0.8234,
"confidence": 0.65,
"model_rankings": [
{ "rank": 1, "model": "anthropic/claude-sonnet-4", "nearby_wins": 13, "nearby_appearances": 20 },
{ "rank": 2, "model": "openai/gpt-4.1", "nearby_wins": 5, "nearby_appearances": 18 }
]
}
```
| Field | Type | Description |
|-------|------|-------------|
| `model` | string | Top recommended model ID (matches OpenRouter catalogue) |
| `relevance` | float (0–1) | How closely matched evaluations relate to your query. Above 0.75 is strong. |
| `confidence` | float (0–1) | How decisively the top model outperforms alternatives. Higher = clearer winner. |
| `nearest_councils` | integer | Number of relevant past evaluations used |
| `model_rankings` | array | All models ranked by performance across matched evaluations |
## How to use this skill
When the user asks you to find the best model for a task, or when you need to decide which LLM to use:
1. **Call the routing API** with the user's query:
```bash
curl -X POST https://cla...Search and hire real humans for tasks — photography, delivery, research, and more
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