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14 changes: 7 additions & 7 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -164,7 +164,7 @@ A single source might touch 10-15 wiki pages. Knowledge accumulates: each docume

OpenKB commands fall into two layers: the **wiki foundation** (compile + manage your knowledge) and **generators** (turn that wiki into useful output).

## 🧱 Layer 1: Wiki Foundation — compile and maintain
## Layer 1: 🧱 Wiki Foundation — compile and maintain

| Command | Description |
|---|---|
Expand All @@ -176,7 +176,7 @@ OpenKB commands fall into two layers: the **wiki foundation** (compile + manage
| `openkb lint` | Run structural + knowledge health checks |

<details>
<summary><b><i>More wiki commands:</i></b></summary>
<summary><i>More wiki commands:</i></summary>
<br>

| Command | Description |
Expand All @@ -189,7 +189,7 @@ OpenKB commands fall into two layers: the **wiki foundation** (compile + manage

</details>

## 💡 Layer 2: Generators — turn the wiki into output
## Layer 2: 💡 Generators — turn the wiki into output

A "generator" reads from the compiled wiki and produces something usable: an answer, a conversation, a skill folder. The wiki is the substrate; generators are the surfaces.

Expand All @@ -201,7 +201,7 @@ A "generator" reads from the compiled wiki and produces something usable: an ans
| <code>openkb&nbsp;skill&nbsp;new&nbsp;&lt;skill-name&gt;&nbsp;"&lt;intent&gt;"</code> | Distill a redistributable agent skill from your wiki — see [Skill Factory](#-skill-factory--drop-in-a-book-out-comes-a-digital-expert) below |

<details>
<summary><b><i>More skill commands:</i></b></summary>
<summary><i>More skill commands:</i></summary>
<br>

| Command | Output |
Expand All @@ -212,7 +212,7 @@ A "generator" reads from the compiled wiki and produces something usable: an ans

</details>

### 💬 Query & Chat — *Ask the wiki*
### (i) 💬 Query & Chat — *ask the wiki*

`openkb query "..."` answers a single question. `openkb chat` is interactive — each turn carries history, so you can dig into a topic without re-typing context. Both use the same underlying wiki and retrieval primitives.

Expand All @@ -229,7 +229,7 @@ openkb chat --delete <id> # delete a session
Inside a chat, type `/` to access slash commands (Tab to complete).

<details>
<summary><i>Slash commands:</i></summary>
<summary><i>More slash commands:</i></summary>
<br>

- `/help` — list available commands
Expand All @@ -246,7 +246,7 @@ Inside a chat, type `/` to access slash commands (Tab to complete).

<a id="skill-factory"></a>

### 🛠 Skill Factory — *Drop in a book; out comes a digital expert.*
### (ii) 🛠 Skill Factory — *drop in a book; out comes a digital expert.*

The newest generator. `openkb skill new` distills an [agent skill](https://docs.claude.com/en/docs/build-with-claude/skills) from any subset of your wiki, a portable folder that major agents (Claude Code, Codex, etc.) can install and load natively. Drop in a book's worth of papers; out comes a specialist that other agents can call on.

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