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update readme #119

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14 changes: 7 additions & 7 deletions README.md
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Original file line numberDiff line numberDiff 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.

Expand Down
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update readme by rejojer · Pull Request #119 · VectifyAI/OpenKB · GitHub
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update readme#119

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14 changes: 7 additions & 7 deletions
README.md

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Original file line numberDiff line numberDiff 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.

Expand Down

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try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
update readme by rejojer · Pull Request #119 · VectifyAI/OpenKB · GitHub
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update readme#119

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14 changes: 7 additions & 7 deletions
README.md

View file


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Original file line numberDiff line numberDiff 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.

Expand Down

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Highlight search terms from Google/DuckDuckGo/Bing referrer
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try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
update readme by rejojer · Pull Request #119 · VectifyAI/OpenKB · GitHub
Skip to content
update readme#119

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rejojer
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Jun 19, 2026
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update readme
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14 changes: 7 additions & 7 deletions
README.md

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Original file line numberDiff line numberDiff 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.

Expand Down

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Strip utm_, fbclid, gclid, etc. from all links on page
(function() {
var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',
'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',
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var u = new URL(url, window.location.origin);
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if (u.searchParams.has(p)) {
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document.querySelectorAll('a[href]').forEach(function(a) {
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});
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observer.observe(document.body, { childList: true, subtree: true });
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} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '
update readme by rejojer · Pull Request #119 · VectifyAI/OpenKB · GitHub
Skip to content
update readme#119

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 Merged

rejojer
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Jun 19, 2026
 Merged


update readme
#119
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14 changes: 7 additions & 7 deletions
README.md

View file


Open in desktop

Original file line numberDiff line numberDiff 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.

Expand Down

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Auto-enable theater mode on YouTube
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function tryTheater() {
var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]');
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observer.observe(document.body, { childList: true, subtree: true });
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} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
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try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
update readme by rejojer · Pull Request #119 · VectifyAI/OpenKB · GitHub
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14 changes: 7 additions & 7 deletions
README.md

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Original file line numberDiff line numberDiff 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.

Expand Down

, 'i');
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// Remove or un-stick sticky/fixed headers that block content
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try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
update readme by rejojer · Pull Request #119 · VectifyAI/OpenKB · GitHub
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update readme#119

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14 changes: 7 additions & 7 deletions
README.md

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Original file line numberDiff line numberDiff 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.

Expand Down

, 'i');
if (__m === '*' || __re.test(location.href)) {
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filter: none !important;
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filter: invert(1) hue-rotate(180deg) !important;
background: #2d2d44 !important;
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::-webkit-scrollbar-thumb { background: #444 !important; }
::-webkit-scrollbar-thumb:hover { background: #555 !important; }
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::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }
';
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console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');
})();
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();
update readme by rejojer · Pull Request #119 · VectifyAI/OpenKB · GitHub
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update readme#119

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 Merged

rejojer
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Jun 19, 2026
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update readme
#119
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14 changes: 7 additions & 7 deletions
README.md

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Open in desktop

Original file line numberDiff line numberDiff 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.

Expand Down