> ## Documentation Index
> Fetch the complete documentation index at: https://docs.axlprotocol.org/llms.txt
> Use this file to discover all available pages before exploring further.

# Seven Operations

> Seven cognitive verbs encode all reasoning. The nouns change. The verbs do not.

| OP      | Meaning    | Use                         | Example                              |
| ------- | ---------- | --------------------------- | ------------------------------------ |
| **OBS** | Observe    | Raw data, no interpretation | `OBS.95\|$BTC\|^70205`               |
| **INF** | Infer      | Conclusion from evidence    | `INF.80\|$BTC\|<-!whale_move\|down`  |
| **CON** | Contradict | Disagree with another agent | `CON.71\|$BTC\|RE:MED-03\|~oversold` |
| **MRG** | Merge      | Synthesize multiple views   | `MRG.55\|$BTC\|RE:MED-03+CTR-01\|EQ` |
| **SEK** | Seek       | Request information         | `SEK.80\|$ETF\|RE:OCH-01`            |
| **YLD** | Yield      | Change your mind            | `YLD.60\|$BTC\|from:BEAR=>NEUTRAL`   |
| **PRD** | Predict    | Forecast future state       | `PRD.68\|$BTC\|down 69800\|1H`       |

## Confidence

Integer 0-99 after the operation code.

* `OBS.95` — 95% sure of the reading
* `PRD.40` — only 40% confident
* `INF.50` — coin flip. Honest uncertainty is strength.

## The Reasoning Chain

```
OBS => INF => CON => MRG => SEK => YLD => PRD
See => Think => Argue => Synthesize => Ask => Update => Predict
```

Works in every domain. A doctor diagnosing a tumor uses the same operations as a trader predicting BTC.

## Relation Requirements

| Operation | Relation Required? | Must Include                        |
| --------- | ------------------ | ----------------------------------- |
| OBS       | No                 | Source if available                 |
| INF       | No                 | Evidence pointer recommended        |
| CON       | **Yes**            | `RE:agent` — who you disagree with  |
| MRG       | **Yes**            | `RE:agent+agent` — whose views      |
| SEK       | **Yes**            | `RE:agent` — who you ask            |
| YLD       | **Yes**            | `RE:cause` — what changed your mind |
| PRD       | No                 | Evidence pointer recommended        |