cleanup(skills): remove legacy guide bundle and harden skill migration/pruning

app/api/skills/[name]/route.ts

@@ -1,5 +1,5 @@
 import { NextRequest, NextResponse } from 'next/server';
-import { readSkill, deleteSkill } from '@/services/skills/skillService';
+import { readSkill, writeSkill, deleteSkill } from '@/services/skills/skillService';
 
 export const runtime = 'nodejs';
 
@@ -50,3 +50,50 @@ export async function DELETE(
     );
   }
 }
+
+export async function PUT(
+  request: NextRequest,
+  { params }: { params: Promise<{ name: string }> }
+) {
+  try {
+    const { name } = await params;
+    const body = await request.json();
+    const description = typeof body?.description === 'string' ? body.description.trim() : '';
+    const content = typeof body?.content === 'string' ? body.content : '';
+
+    const safeName = name.trim();
+    if (!safeName) {
+      return NextResponse.json(
+        { success: false, error: 'Skill name is required' },
+        { status: 400 }
+      );
+    }
+
+    const safeDescription = description.replace(/\r?\n/g, ' ').trim();
+    const frontmatter = [
+      '---',
+      `name: ${safeName}`,
+      `description: ${safeDescription}`,
+      '---',
+      '',
+      content.trim(),
+      '',
+    ].join('\n');
+
+    const result = writeSkill(safeName, frontmatter);
+    if (!result.success) {
+      return NextResponse.json(
+        { success: false, error: result.error },
+        { status: 400 }
+      );
+    }
+
+    return NextResponse.json({ success: true, message: `Skill "${safeName}" saved` });
+  } catch (error) {
+    console.error('[API /skills/[name] PUT] error:', error);
+    return NextResponse.json(
+      { success: false, error: error instanceof Error ? error.message : 'Failed to save skill' },
+      { status: 500 }
+    );
+  }
+}

apps/mcp-server-standalone/index.js

@@ -37,7 +37,7 @@ const skillService = require('./services/skillService');
 // Server info
 const serverInfo = {
   name: 'ra-h-standalone',
-  version: '1.7.0'
+  version: '1.8.0'
 };
 
 function buildInstructions() {
@@ -1012,7 +1012,7 @@ async function main() {
     'sqliteQuery',
     {
       title: 'Execute read-only SQL',
-      description: 'Execute read-only SQL queries against the knowledge graph database. Tables: nodes, edges, dimensions, node_dimensions, chunks. Use PRAGMA table_info(tablename) for schema. Only SELECT/WITH/PRAGMA allowed. Use when structured tools are insufficient — e.g., complex JOINs, aggregations, or custom filtering. Read readSkill("schema") for table definitions and query patterns.',
+      description: 'Execute read-only SQL queries against the knowledge graph database. Tables: nodes, edges, dimensions, node_dimensions, chunks. Use PRAGMA table_info(tablename) for schema. Only SELECT/WITH/PRAGMA allowed. Use when structured tools are insufficient — e.g., complex JOINs, aggregations, or custom filtering. Read readSkill("db-operations") for table definitions and query patterns.',
       inputSchema: sqliteQueryInputSchema
     },
     async ({ sql: userSql, format = 'json' }) => {

src/components/settings/GuidesViewer.tsx

@@ -3,19 +3,19 @@
 import { useState, useEffect } from 'react';
 import { Plus, Pencil, Trash2, Save, X, FileText } from 'lucide-react';
 
-interface GuideMeta {
+interface SkillMeta {
   name: string;
   description: string;
 }
 
-interface Guide extends GuideMeta {
+interface Skill extends SkillMeta {
   content: string;
 }
 
 export default function GuidesViewer() {
-  const [guides, setGuides] = useState<GuideMeta[]>([]);
+  const [guides, setGuides] = useState<SkillMeta[]>([]);
   const [loading, setLoading] = useState(true);
-  const [editing, setEditing] = useState<Guide | null>(null);
+  const [editing, setEditing] = useState<Skill | null>(null);
   const [isNew, setIsNew] = useState(false);
   const [error, setError] = useState<string | null>(null);
 
@@ -25,13 +25,13 @@ export default function GuidesViewer() {
 
   const fetchGuides = async () => {
     try {
-      const res = await fetch('/api/guides');
+      const res = await fetch('/api/skills');
       const data = await res.json();
       if (data.success) {
         setGuides(data.data);
       }
     } catch (err) {
-      console.error('Failed to fetch guides:', err);
+      console.error('Failed to fetch skills:', err);
     } finally {
       setLoading(false);
     }
@@ -39,7 +39,7 @@ export default function GuidesViewer() {
 
   const handleEdit = async (name: string) => {
     try {
-      const res = await fetch(`/api/guides/${encodeURIComponent(name)}`);
+      const res = await fetch(`/api/skills/${encodeURIComponent(name)}`);
       const data = await res.json();
       if (data.success) {
         setEditing(data.data);
@@ -47,16 +47,16 @@ export default function GuidesViewer() {
         setError(null);
       }
     } catch (err) {
-      console.error('Failed to fetch guide:', err);
+      console.error('Failed to fetch skill:', err);
     }
   };
 
   const handleNew = () => {
-    setEditing({
+      setEditing({
-      name: '',
+        name: '',
-      description: '',
+        description: '',
-      content: '# New Guide\n\nWrite your guide content here...',
+        content: '# New Skill\n\nWrite your skill content here...',
-    });
+      });
     setIsNew(true);
     setError(null);
   };
@@ -69,7 +69,7 @@ export default function GuidesViewer() {
     }
 
     try {
-      const res = await fetch(`/api/guides/${encodeURIComponent(editing.name)}`, {
+      const res = await fetch(`/api/skills/${encodeURIComponent(editing.name)}`, {
         method: 'PUT',
         headers: { 'Content-Type': 'application/json' },
         body: JSON.stringify({
@@ -81,20 +81,21 @@ export default function GuidesViewer() {
       if (data.success) {
         setEditing(null);
         fetchGuides();
+        window.dispatchEvent(new Event('skills:updated'));
         window.dispatchEvent(new Event('guides:updated'));
       } else {
         setError(data.error || 'Failed to save');
       }
     } catch (err) {
-      setError('Failed to save guide');
+      setError('Failed to save skill');
     }
   };
 
   const handleDelete = async (name: string) => {
-    if (!confirm(`Delete guide "${name}"?`)) return;
+    if (!confirm(`Delete skill "${name}"?`)) return;
 
     try {
-      const res = await fetch(`/api/guides/${encodeURIComponent(name)}`, {
+      const res = await fetch(`/api/skills/${encodeURIComponent(name)}`, {
         method: 'DELETE',
       });
       const data = await res.json();
@@ -103,13 +104,13 @@ export default function GuidesViewer() {
         window.dispatchEvent(new Event('guides:updated'));
       }
     } catch (err) {
-      console.error('Failed to delete guide:', err);
+      console.error('Failed to delete skill:', err);
     }
   };
 
   if (loading) {
     return (
-      <div style={{ padding: '24px', color: '#666' }}>Loading guides...</div>
+      <div style={{ padding: '24px', color: '#666' }}>Loading skills...</div>
     );
   }
 
@@ -121,7 +122,7 @@ export default function GuidesViewer() {
             type="text"
             value={editing.name}
             onChange={(e) => setEditing({ ...editing, name: e.target.value })}
-            placeholder="Guide name"
+            placeholder="Skill name"
             disabled={!isNew}
             style={{
               flex: 1,
@@ -193,7 +194,7 @@ export default function GuidesViewer() {
         <textarea
           value={editing.content}
           onChange={(e) => setEditing({ ...editing, content: e.target.value })}
-          placeholder="Guide content (markdown)"
+          placeholder="Skill content (markdown)"
           style={{
             flex: 1,
             padding: '12px',
@@ -209,7 +210,7 @@ export default function GuidesViewer() {
         />
 
         <p style={{ color: '#666', fontSize: '12px', marginTop: '12px' }}>
-          Guides are markdown files that external agents can read via MCP tools. Use them to provide context, instructions, or reference material.
+          Skills are markdown files that agents can read for reusable procedural instructions.
         </p>
       </div>
     );
@@ -219,7 +220,7 @@ export default function GuidesViewer() {
     <div style={{ height: '100%', display: 'flex', flexDirection: 'column', padding: '24px' }}>
       <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', marginBottom: '16px' }}>
         <p style={{ color: '#888', fontSize: '13px', margin: 0 }}>
-          Guides provide context and instructions for external AI agents via MCP.
+          Skills provide reusable context and procedural instructions for agents.
         </p>
         <button
           onClick={handleNew}
@@ -237,7 +238,7 @@ export default function GuidesViewer() {
             fontWeight: 500,
           }}
         >
-          <Plus size={14} /> New Guide
+          <Plus size={14} /> New Skill
         </button>
       </div>
 
@@ -245,8 +246,8 @@ export default function GuidesViewer() {
         {guides.length === 0 ? (
           <div style={{ color: '#555', textAlign: 'center', paddingTop: '48px' }}>
             <FileText size={48} style={{ marginBottom: '12px', opacity: 0.5 }} />
-            <p style={{ fontSize: '14px' }}>No guides yet</p>
+            <p style={{ fontSize: '14px' }}>No skills yet</p>
-            <p style={{ fontSize: '12px', color: '#444' }}>Create guides to help external agents understand your knowledge base</p>
+            <p style={{ fontSize: '12px', color: '#444' }}>Create skills to guide how agents operate in your knowledge base</p>
           </div>
         ) : (
           <div style={{ display: 'flex', flexDirection: 'column', gap: '8px' }}>

src/components/settings/SettingsModal.tsx

@@ -8,7 +8,7 @@ import ApiKeysViewer from './ApiKeysViewer';
 import DatabaseViewer from './DatabaseViewer';
 import ExternalAgentsPanel from './ExternalAgentsPanel';
 import ContextViewer from './ContextViewer';
-import GuidesViewer from './GuidesViewer';
+import SkillsViewer from './GuidesViewer';
 export type SettingsTab =
   | 'logs'
   | 'tools'
@@ -140,7 +140,7 @@ export default function SettingsModal({ isOpen, onClose, initialTab }: SettingsM
                 transition: 'all 0.2s'
               }}
             >
-              Guides
+              Skills
             </div>
             <div
               onClick={() => setActiveTab('apikeys')}
@@ -284,7 +284,7 @@ export default function SettingsModal({ isOpen, onClose, initialTab }: SettingsM
             >
               {activeTab === 'logs' && 'System Logs'}
               {activeTab === 'tools' && 'Tools'}
-              {activeTab === 'guides' && 'Guides'}
+              {activeTab === 'guides' && 'Skills'}
               {activeTab === 'apikeys' && 'API Keys'}
               {activeTab === 'database' && 'Knowledge Database'}
               {activeTab === 'context' && 'Auto-Context'}
@@ -318,7 +318,7 @@ export default function SettingsModal({ isOpen, onClose, initialTab }: SettingsM
           <div style={{ flex: 1, overflow: 'hidden' }}>
             {activeTab === 'logs' && <LogsViewer key={isOpen ? 'open' : 'closed'} />}
             {activeTab === 'tools' && <ToolsViewer />}
-            {activeTab === 'guides' && <GuidesViewer />}
+            {activeTab === 'guides' && <SkillsViewer />}
             {activeTab === 'apikeys' && <ApiKeysViewer />}
             {activeTab === 'database' && <DatabaseViewer />}
             {activeTab === 'context' && <ContextViewer />}

src/config/guides/connect.md

@@ -1,42 +0,0 @@
----
-name: Connect
-description: Quick link — find explicitly related nodes and create edges between them.
----
-
-# Connect
-
-Quick link: find explicitly related nodes and create edges.
-
-## Steps
-
-1. **Read Node**
-   Call `getNodesById` for the focused node. Extract the main topic/subject from the title.
-
-2. **Quick Search**
-   Call `queryNodes` with the main topic from the node title.
-   - `search`: the key term from the title (e.g., if title mentions "Nietzsche", search "Nietzsche")
-   - `limit`: 10
-   - Do NOT add dimensions filter — search across all nodes
-
-3. **Create Edges**
-   From results, pick 2-4 clearly related nodes.
-   Call `createEdge` for each:
-   - `from_node_id`: focused node ID
-   - `to_node_id`: related node ID
-   - `explanation`: "brief reason for this connection"
-
-   Direction rule: write the explanation so it reads FROM → TO.
-   Examples:
-   - Episode → Podcast: "Episode of this podcast"
-   - Book → Author: "Written by"
-
-4. **Done**
-   Reply: "Linked [NODE:id:title] → [list of connected nodes as NODE:id:title]"
-
-## Rules
-
-- Total tool calls ≤ 5
-- Search the MAIN TOPIC from the title, not random names from content
-- NO dimensions filter in `queryNodes` — search everything
-- Only link nodes with clear relationships
-- Skip if no matches found

src/config/guides/integrate.md

@@ -1,71 +0,0 @@
----
-name: Integrate
-description: Full analysis — find connections across the knowledge graph, create edges, and document an integration analysis.
----
-
-# Integrate
-
-Find meaningful connections across the knowledge graph, create edges, and append an Integration Analysis.
-
-## Steps
-
-1. **Retrieve & Understand**
-   - Call `getNodesById` for the focused node
-   - Identify: what type of thing is this? (person, project, paper, idea, video, etc.)
-   - Extract key entities: names, projects, concepts, techniques
-   - Note the core insight in one sentence
-
-2. **Search for Connections**
-   Search the database using entities from step 1:
-
-   a) Structural connections:
-      - Names mentioned → `queryNodes` to find nodes about those people
-      - Projects/tools mentioned → `queryNodes` to find those nodes
-
-   b) Thematic connections:
-      - Use `searchContentEmbeddings` with key concepts
-      - Look for shared themes, complementary ideas, contradictions
-
-   Target: 3-5 strong connections (quality over quantity)
-
-3. **Create Edges**
-   For each connection found, call `createEdge`:
-   - `from_node_id`: the focused node ID
-   - `to_node_id`: the connected node ID
-   - `explanation`: "why this connection matters"
-
-   Direction rule: write the explanation so it reads FROM → TO.
-   Examples:
-   - Insight → Source: "Came from / inspired by"
-   - Episode → Podcast: "Episode of this podcast"
-
-   The tool handles duplicates gracefully — if edge exists, it returns an error and you continue.
-
-   Create 3-5 edges total.
-
-4. **Document in Content**
-   Call `updateNode` ONCE using the `content` field with ONLY this new section:
-
-   ```
-   ---
-   ## Integration Analysis
-
-   [2-3 sentences: what this is, why it matters, core insight]
-
-   **Connections:**
-   - [NODE:123:"Title"] — [why connected]
-   - [NODE:456:"Title"] — [why connected]
-   ```
-
-   Use `updates.content` (NOT chunk). Send ONLY the new section. The tool appends automatically.
-
-5. **Return Summary**
-   Reply with: Task / Actions / Result / Nodes / Follow-up (≤100 words)
-
-## Rules
-
-- Keep total tool calls ≤ 12
-- Create edges BEFORE documenting (step 3 before step 4)
-- Call `updateNode` exactly once
-- Adapt to any node type
-- Use `think` at any point if you need to plan your approach

src/config/guides/preferences.md

@@ -1,14 +0,0 @@
----
-name: Preferences
-description: Your communication style, workflow rules, and current priorities.
----
-
-# Preferences
-
-Add your preferences here. The agent will read this guide to understand how you like to work.
-
-## Examples of what to put here
-- Communication style (bullet points vs prose, level of detail)
-- Workflow rules (always ask before creating dimensions, etc.)
-- Current priorities (what you're focused on this week)
-- Timezone and locale

src/config/guides/prep.md

@@ -1,39 +0,0 @@
----
-name: Prep
-description: Quick summary brief — extract the gist to help decide if content is worth deeper engagement.
----
-
-# Prep
-
-Quick summary to help the user decide if content is worth deeper engagement.
-
-## Steps
-
-1. **Read the Node**
-   - Call `getNodesById` for the focused node
-   - Understand what this is and extract the core message
-
-2. **Append Brief**
-   Call `updateNode` ONCE using the `content` field with ONLY this section:
-
-   ```
-   ---
-   ## Brief
-
-   **What:** [One sentence — what is this?]
-
-   **Gist:** [2-3 sentences — the core message or takeaway]
-
-   **Why it matters:** [1-2 sentences — relevance or implications]
-   ```
-
-   Use `updates.content` (NOT chunk). Send ONLY the new section. The tool appends automatically.
-
-3. **Return Summary**
-   Reply with a one-line confirmation: "Prepped [title] — [gist in <10 words]"
-
-## Rules
-
-- Keep total tool calls ≤ 3
-- Call `updateNode` exactly once
-- Be concise — this is a quick prep, not deep analysis

src/config/guides/research.md

@@ -1,48 +0,0 @@
----
-name: Research
-description: Deep research — conduct background web research on a topic and append findings to the node.
----
-
-# Research
-
-Conduct background research on the topic/person/concept and append findings to the node.
-
-## Steps
-
-1. **Read & Identify**
-   - Call `getNodesById` for the focused node
-   - Identify: what needs researching? (person's background, concept origins, recent developments, etc.)
-
-2. **Web Research**
-   - Call `webSearch` with targeted queries (1-2 searches)
-   - Focus on: background context, recent news, authoritative sources
-   - Extract the most relevant findings
-
-3. **Append Research**
-   Call `updateNode` ONCE using the `content` field with ONLY this section:
-
-   ```
-   ---
-   ## Research Notes
-
-   **Background:** [2-3 sentences of context]
-
-   **Key Findings:**
-   - [Finding 1]
-   - [Finding 2]
-   - [Finding 3]
-
-   **Sources:** [Brief attribution]
-   ```
-
-   Use `updates.content` (NOT chunk). Send ONLY the new section. The tool appends automatically.
-
-4. **Return Summary**
-   Reply with: "Researched [topic] — [key insight in <15 words]"
-
-## Rules
-
-- Keep total tool calls ≤ 5
-- Call `updateNode` exactly once
-- Focus on factual background, not opinion
-- Cite sources when possible

src/config/guides/survey.md

@@ -1,53 +0,0 @@
----
-name: Survey
-description: Survey a dimension — analyze patterns, themes, gaps, and insights across all nodes within it.
----
-
-# Survey
-
-Analyze the active dimension to identify patterns, themes, gaps, and insights across all nodes within it.
-
-**Prerequisite:** This guide requires an active dimension. Check the ACTIVE DIMENSION section in context.
-
-## Steps
-
-1. **Retrieve Dimension Nodes**
-   - Call `queryDimensionNodes` with the active dimension name
-   - Set limit to 50 to get a comprehensive view
-   - Note the total count and most connected nodes
-
-2. **Analyze Themes**
-   - Call `searchContentEmbeddings` with key concepts from the dimension
-   - Identify recurring themes, patterns, and relationships
-   - Note any gaps or underrepresented areas
-
-3. **Document Findings**
-   Call `updateDimension` to update the dimension description with:
-
-   ```
-   **Survey Summary**
-
-   **Node Count:** [X nodes]
-   **Top Hubs:** [List 3-5 most connected nodes with [NODE:id:"title"]]
-
-   **Themes:**
-   - [Theme 1 — brief description]
-   - [Theme 2 — brief description]
-
-   **Gaps/Opportunities:**
-   - [Identified gap or area for expansion]
-
-   **Connections to Other Dimensions:**
-   - [Any cross-dimension patterns observed]
-   ```
-
-4. **Return Summary**
-   Reply with: "Surveyed [dimension] — [X nodes, key insight in <15 words]"
-
-## Rules
-
-- Keep total tool calls ≤ 5
-- Focus on patterns across the dimension, not individual node details
-- Identify both strengths (dense areas) and gaps (sparse areas)
-- Reference specific nodes using `[NODE:id:"title"]` format
-- If no active dimension is set, inform the user to open a dimension folder first

src/config/guides/system/creating-nodes.md

@@ -1,48 +0,0 @@
----
-name: Creating Nodes
-description: When and how to create nodes. Link field rules. Synthesis patterns.
-immutable: true
----
-
-# Creating Nodes
-
-## When to Create
-
-- User explicitly asks to save/capture something
-- Extracting insights from existing content (synthesis)
-- Ingesting external content (YouTube, website, PDF)
-
-## Link Field Rules
-
-- **Has link:** Node directly represents external content (YouTube video, website, PDF, article)
-- **No link:** Node is derived/synthesized from existing content (ideas, insights, summaries, questions)
-- Never add a link to synthesis or idea nodes
-
-## Synthesis Pattern
-
-When creating a node derived from existing content:
-1. Create the node WITHOUT a link field
-2. Call `createEdge` to connect it to ALL source nodes
-3. Each edge needs an explanation ("Insight extracted from...", "Synthesized from...")
-
-## Dimension Assignment
-
-- New nodes should be assigned to relevant existing dimensions
-- Check priority dimensions — assign these when relevant
-- If no existing dimension fits, create a new one (but prefer existing)
-
-## Description Field
-
-The description is the most important field for AI context. It powers search (5x boost),
-appears in system prompts, and determines how agents understand the node.
-
-**Standard:** State WHAT this is + WHY it matters. Extremely concise, high-level. Max 280 characters.
-
-**Rules:**
-- NO weak verbs: "discusses", "explores", "examines", "talks about"
-- State the actual claim, insight, or purpose directly
-- Include significance or implication in 1 phrase
-- If auto-generated (omitted), the system will generate one — but agent-written descriptions are always better
-
-**Good:** "By Karpathy — Software is becoming fluid: agents can rip functionality from repos instead of taking dependencies."
-**Bad:** "This article discusses the importance of software becoming more fluid."

src/config/guides/system/dimensions.md

@@ -1,38 +0,0 @@
----
-name: Dimensions
-description: Create, lock, describe, organize, clean up dimensions.
-immutable: true
----
-
-# Dimensions
-
-Dimensions are how nodes are categorized and organized. Think of them as flexible tags with descriptions.
-
-## Operations
-
-- **Create:** `createDimension(name, description, isPriority)`
-- **Update:** `updateDimension(name, { newName, description, isPriority })`
-- **Delete:** `deleteDimension(name)` — removes from all nodes
-- **Query:** Use sqliteQuery to list dimensions and their node counts
-
-## Locking (Priority)
-
-- `isPriority = true` (locked) → dimension auto-assigns to new nodes when relevant
-- `isPriority = false` (unlocked) → manual assignment only
-- Lock dimensions that represent active areas of focus
-
-## Naming Conventions
-
-- Lowercase, concise (e.g., "ai", "philosophy", "ra-h")
-- Use singular form where natural
-- Avoid overlapping names (don't have both "ai" and "artificial-intelligence")
-
-## Description
-
-Every dimension should have a description explaining its purpose. This helps the AI correctly assign nodes to dimensions.
-
-## Cleanup
-
-- Delete dimensions with 0 nodes
-- Merge overlapping dimensions (update nodes, then delete the redundant one)
-- Regularly review dimension list for coherence

src/config/guides/system/edges.md

@@ -1,51 +0,0 @@
----
-name: Edges
-description: Edge philosophy. Explanations, direction, types. Connection patterns.
-immutable: true
----
-
-# Edges
-
-## Philosophy
-
-Edges are the most valuable part of the knowledge graph. Individual nodes are useful; the web of connections between them is what makes the graph powerful.
-
-## Rules
-
-1. **Every edge needs an explanation** — why does this connection exist? Be specific.
-2. **Direction matters** — FROM → TO should read like a sentence
-3. **Types are inferred** — the system infers category/type from your explanation. Don't set types manually.
-
-## Direction Convention
-
-Write the explanation so FROM → TO reads naturally:
-- Episode → Podcast: "Episode of this podcast"
-- Book → Author: "Written by this author"
-- Insight → Source: "Extracted from this source"
-- Idea → Related idea: "Builds on this concept"
-
-## Edge Context JSON
-
-```json
-{
-  "explanation": "Human-readable reason",
-  "category": "inferred (created_by, features, part_of, source_of, related_to)",
-  "type": "inferred specific type",
-  "confidence": 0.0-1.0,
-  "created_via": "chat|mcp|workflow"
-}
-```
-
-## Hub Traversal
-
-Hub nodes (most-connected) are the user's core themes. To understand context around a topic:
-1. Find the relevant hub node
-2. Use `queryEdge` or sqliteQuery to get its connections
-3. Traverse outward to related nodes
-
-## When to Create Edges
-
-- After creating synthesis/idea nodes (connect to sources)
-- When user mentions a relationship between topics
-- When running the Connect or Integrate guides
-- When obvious connections exist that aren't captured

src/config/guides/system/extract.md

@@ -1,33 +0,0 @@
----
-name: Extract
-description: Extraction pre-check. When to reuse chunks vs re-extract.
-immutable: true
----
-
-# Content Extraction
-
-## Pre-Check (REQUIRED)
-
-Before running any extraction tool, always check the node first:
-
-1. Call `getNodesById` on the target node
-2. Check `chunk_status`:
-   - **'chunked'** → content already extracted. Reuse existing chunks. Do NOT re-extract.
-   - **'pending'** or missing → safe to extract
-   - **'failed'** → previous extraction failed, safe to retry
-
-3. Check if embeddings are available (chunk length > 0)
-   - If available, use `searchContentEmbeddings` instead of re-extracting
-
-## Extraction Tools
-
-- **youtubeExtract** — YouTube videos (requires URL with video ID)
-- **websiteExtract** — Web pages (uses Jina.ai for JS-rendered sites)
-- **paperExtract** — PDF files (requires direct PDF URL)
-
-## After Extraction
-
-- The extracted content goes into `chunk` (full source)
-- AI generates a `description` (grounding summary)
-- Embeddings are created automatically
-- Assign to relevant dimensions

src/config/guides/system/schema.md

@@ -1,111 +0,0 @@
----
-name: Schema
-description: Full database schema, tables, columns, query patterns.
-immutable: true
----
-
-# Database Schema
-
-## Tables
-
-### nodes
-| Column | Type | Notes |
-|--------|------|-------|
-| id | INTEGER | Primary key, auto-increment |
-| title | TEXT | Required |
-| description | TEXT | AI-generated grounding context (~1 sentence) |
-| notes | TEXT | User's notes/thoughts (not source content) |
-| chunk | TEXT | Full verbatim source content |
-| chunk_status | TEXT | 'pending', 'chunked', 'failed' |
-| link | TEXT | External URL (only for nodes representing external content) |
-| event_date | TEXT | When the content happened (ISO date) — distinct from created_at |
-| metadata | TEXT | JSON blob (map_position, transcript_length, etc.) |
-| created_at | TEXT | ISO timestamp |
-| updated_at | TEXT | ISO timestamp |
-
-### edges
-| Column | Type | Notes |
-|--------|------|-------|
-| id | INTEGER | Primary key |
-| from_node_id | INTEGER | FK → nodes.id |
-| to_node_id | INTEGER | FK → nodes.id |
-| context | TEXT | JSON: `{ explanation, category, type, confidence, created_via }` |
-| source | TEXT | 'user', 'ai_similarity', or helper name |
-| explanation | TEXT | Human-readable reason for connection |
-| created_at | TEXT | ISO timestamp |
-
-### dimensions
-| Column | Type | Notes |
-|--------|------|-------|
-| name | TEXT | Primary key |
-| description | TEXT | Purpose description |
-| icon | TEXT | Emoji or icon identifier for UI display |
-| is_priority | INTEGER | 1 = priority dimension (auto-assigns to new nodes) |
-| updated_at | TEXT | ISO timestamp |
-
-### node_dimensions (junction)
-| Column | Type |
-|--------|------|
-| node_id | INTEGER FK → nodes.id |
-| dimension | TEXT (dimension name) |
-
-### chunks (for semantic search)
-| Column | Type | Notes |
-|--------|------|-------|
-| id | INTEGER | Primary key |
-| node_id | INTEGER | FK → nodes.id |
-| chunk_idx | INTEGER | Position in sequence |
-| text | TEXT | Chunk content |
-| created_at | TEXT | ISO timestamp |
-| embedding_type | TEXT | Embedding model used |
-| metadata | TEXT | JSON blob |
-
-### voice_usage (daily tracking)
-| Column | Type | Notes |
-|--------|------|-------|
-| id | INTEGER | Primary key |
-| date | TEXT | ISO date (UNIQUE) |
-| minutes_used | REAL | Minutes consumed |
-| updated_at | TEXT | ISO timestamp |
-
-### FTS Tables
-- `chunks_fts` — full-text search on chunk text
-- `nodes_fts` — full-text search on node title + notes
-
-## Common Query Patterns
-
-**Top connected nodes (hubs):**
-```sql
-SELECT n.id, n.title, n.description, COUNT(DISTINCT e.id) AS edge_count
-FROM nodes n
-LEFT JOIN edges e ON (e.from_node_id = n.id OR e.to_node_id = n.id)
-GROUP BY n.id ORDER BY edge_count DESC LIMIT 5
-```
-
-**Nodes in a dimension:**
-```sql
-SELECT n.* FROM nodes n
-JOIN node_dimensions nd ON n.id = nd.node_id
-WHERE nd.dimension = ?
-```
-
-**Edges for a node (both directions):**
-```sql
-SELECT e.*, n1.title as from_title, n2.title as to_title
-FROM edges e
-JOIN nodes n1 ON e.from_node_id = n1.id
-JOIN nodes n2 ON e.to_node_id = n2.id
-WHERE e.from_node_id = ? OR e.to_node_id = ?
-```
-
-**Search source content (chunks):**
-```sql
-SELECT c.id, c.node_id, c.chunk_idx, c.text, n.title
-FROM chunks c
-JOIN nodes n ON c.node_id = n.id
-WHERE c.text LIKE '%search term%' COLLATE NOCASE
-ORDER BY c.chunk_idx ASC
-LIMIT 10
-```
-
-**Use `rah_search_content` to search chunks by keyword, or `rah_sqlite_query` for any read operation not covered by structured tools.**

src/services/skills/skillService.ts

@@ -27,6 +27,7 @@ const BUNDLED_SKILLS_DIR = path.join(
   process.cwd(),
   'src/config/skills'
 );
+const SEED_MIGRATION_FLAG = path.join(SKILLS_DIR, '.seed-migrated-2026-03-07-skills-overhaul');
 
 const SEEDED_SKILL_IDS = new Set([
   'db-operations',
@@ -39,6 +40,25 @@ const SEEDED_SKILL_IDS = new Set([
   'connect',
 ]);
 
+const DEPRECATED_SKILL_IDS = new Set([
+  'start-here',
+  'schema',
+  'creating-nodes',
+  'edges',
+  'dimensions',
+  'extract',
+  'troubleshooting',
+  'integrate',
+  'test-guide',
+  'ghostwriting-brad',
+  'write-the-debrief',
+  'prep',
+  'preferences',
+  'research',
+  'survey',
+  'traverse-graph',
+]);
+
 function ensureSkillsDir(): void {
   if (!fs.existsSync(SKILLS_DIR)) {
     fs.mkdirSync(SKILLS_DIR, { recursive: true });
@@ -93,6 +113,37 @@ function seedSkills(): void {
   }
 }
 
+function migrateSeededBaseline(): void {
+  if (fs.existsSync(SEED_MIGRATION_FLAG)) {
+    return;
+  }
+
+  const bundledFiles = listMarkdownFiles(BUNDLED_SKILLS_DIR);
+  const bundledById = new Map<string, string>();
+  for (const file of bundledFiles) {
+    bundledById.set(normalizeSkillId(file), path.join(BUNDLED_SKILLS_DIR, file));
+  }
+
+  for (const skillId of SEEDED_SKILL_IDS) {
+    const source = bundledById.get(skillId);
+    if (!source) continue;
+    const dest = path.join(SKILLS_DIR, `${skillId}.md`);
+    fs.copyFileSync(source, dest);
+  }
+
+  fs.writeFileSync(SEED_MIGRATION_FLAG, 'ok', 'utf-8');
+}
+
+function pruneDeprecatedSkills(): void {
+  const files = listMarkdownFiles(SKILLS_DIR);
+  for (const file of files) {
+    const normalized = normalizeSkillId(file);
+    if (DEPRECATED_SKILL_IDS.has(normalized)) {
+      fs.unlinkSync(path.join(SKILLS_DIR, file));
+    }
+  }
+}
+
 function resolveSkillFilename(name: string): string | null {
   const files = listMarkdownFiles(SKILLS_DIR);
   const normalizedInput = normalizeSkillId(name);
@@ -130,7 +181,9 @@ function init(): void {
   if (initialized) return;
   ensureSkillsDir();
   migrateLegacyGuides();
+  migrateSeededBaseline();
   seedSkills();
+  pruneDeprecatedSkills();
   initialized = true;
 }