# Microgram: cognition-cognition-process

`station__algovigilance__microgram-cognition-cognition-process` · native (always callable) · domain `algovigilance` · pv-relevance `pv-core`

(for composability with cognition_perplexity), and attention profile.

## Agent metadata

- `idempotent`: true
- `read_only`: true
- `expected_latency_ms`: unknown (not yet contract-tested)
- `cost_tokens_estimate`: unknown

## Input schema

- `ffn_inner_dim` *number* — Input parameter ffn_inner_dim.
- `max_new_tokens` *number* (required) — Input parameter max_new_tokens.
- `max_seq_len` *number* (required) — Input parameter max_seq_len.
- `min_confidence` *number* — Input parameter min_confidence.
- `model_dim` *number* (required) — Input parameter model_dim.
- `num_heads` *number* (required) — Input parameter num_heads.
- `num_layers` *number* (required) — Input parameter num_layers.
- `prompt` *object* (required) — Token IDs representing the input prompt.
- `repetition_penalty` *number* (required) — Input parameter repetition_penalty.
- `seed` *number* — Input parameter seed.
- `stop_token` *number* — Input parameter stop_token.
- `temperature` *number* (required) — Input parameter temperature.
- `top_k` *number* (required) — Input parameter top_k.
- `top_p` *number* (required) — Input parameter top_p.
- `vocab_size` *number* (required) — Input parameter vocab_size.

## Example call

```json
POST /api/mcp
Content-Type: application/json

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "station__algovigilance__microgram-cognition-cognition-process",
    "arguments": {
      "max_new_tokens": 0,
      "max_seq_len": 0,
      "model_dim": 0,
      "num_heads": 0,
      "num_layers": 0,
      "prompt": {},
      "repetition_penalty": 0,
      "temperature": 0,
      "top_k": 0,
      "top_p": 0,
      "vocab_size": 0
    }
  }
}
```

## Related

- [/tools](/tools) — all 7718 tools
- [/tools/algovigilance__microgram-cognition-cognition-process](/tools/algovigilance__microgram-cognition-cognition-process) — HTML page
- [/tools/algovigilance__microgram-cognition-cognition-process/json](/tools/algovigilance__microgram-cognition-cognition-process/json) — JSON form (agent-friendly)
- [/api/mcp](/api/mcp) — endpoint
- [/AGENTS.md](/AGENTS.md) — agent guide