diff --git a/.claude/commands/capture-knowledge.md b/.claude/commands/capture-knowledge.md
index 8347230..4bad33e 100644
--- a/.claude/commands/capture-knowledge.md
+++ b/.claude/commands/capture-knowledge.md
@@ -2,6 +2,11 @@
 
 Guide me through creating a structured understanding of a code entry point and saving it to the knowledge docs.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 - Entry point (file, folder, function, API)
 - Why this entry point matters (feature, bug, investigation)
diff --git a/.claude/commands/check-implementation.md b/.claude/commands/check-implementation.md
index c39eab8..14b7013 100644
--- a/.claude/commands/check-implementation.md
+++ b/.claude/commands/check-implementation.md
@@ -1,5 +1,10 @@
 Compare the current implementation with the design in docs/ai/design/ and requirements in docs/ai/requirements/. Please follow this structured review:
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 1. Ask me for:
    - Feature/branch description
    - List of modified files
diff --git a/.claude/commands/code-review.md b/.claude/commands/code-review.md
index f0df076..757f1ca 100644
--- a/.claude/commands/code-review.md
+++ b/.claude/commands/code-review.md
@@ -2,6 +2,11 @@
 
 You are helping me perform a local code review **before** I push changes. Please follow this structured workflow.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Brief feature/branch description
diff --git a/.claude/commands/debug.md b/.claude/commands/debug.md
index a2a1b37..cf227a4 100644
--- a/.claude/commands/debug.md
+++ b/.claude/commands/debug.md
@@ -2,6 +2,11 @@
 
 Help me debug an issue by clarifying expectations, identifying gaps, and agreeing on a fix plan before changing code.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Brief issue description (what is happening?)
diff --git a/.claude/commands/execute-plan.md b/.claude/commands/execute-plan.md
index 73ff6ca..88afa90 100644
--- a/.claude/commands/execute-plan.md
+++ b/.claude/commands/execute-plan.md
@@ -2,6 +2,11 @@
 
 Help me work through a feature plan one task at a time.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Feature name (kebab-case, e.g., `user-authentication`)
diff --git a/.claude/commands/new-requirement.md b/.claude/commands/new-requirement.md
index 1550738..63370f2 100644
--- a/.claude/commands/new-requirement.md
+++ b/.claude/commands/new-requirement.md
@@ -1,5 +1,10 @@
 I want to add a new feature/requirement. Please guide me through the complete development workflow:
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Capture Requirement
 First, ask me:
 - What is the feature name? (e.g., "user-authentication", "payment-integration")
diff --git a/.claude/commands/remember.md b/.claude/commands/remember.md
new file mode 100644
index 0000000..c31c6f1
--- /dev/null
+++ b/.claude/commands/remember.md
@@ -0,0 +1,22 @@
+When I say "remember this" or want to save a reusable rule, help me store it in the knowledge memory service.
+
+## Step 1: Capture Knowledge
+Ask me for:
+- A short, explicit title (5-12 words)
+- The detailed content (markdown, examples encouraged)
+- Optional tags (keywords like "api", "testing")
+- Optional scope (`global`, `project:<name>`, `repo:<name>`)
+
+If I'm vague, ask follow-ups to make it specific and actionable.
+
+## Step 2: Validate Quality
+- Ensure it is specific and reusable (not generic advice).
+- Avoid storing secrets or sensitive data.
+
+## Step 3: Store
+Call `memory.storeKnowledge` with title, content, tags, scope.
+If MCP tools are unavailable, use `ai-devkit memory store` instead.
+
+## Step 4: Confirm
+Summarize what was saved and offer to store more knowledge if needed.
+
diff --git a/.claude/commands/review-design.md b/.claude/commands/review-design.md
index 6fedcb2..d5983c1 100644
--- a/.claude/commands/review-design.md
+++ b/.claude/commands/review-design.md
@@ -1,4 +1,10 @@
 Review the design documentation in docs/ai/design/feature-{name}.md (and the project-level README if relevant). Summarize:
+
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 - Architecture overview (ensure mermaid diagram is present and accurate)
 - Key components and their responsibilities
 - Technology choices and rationale
diff --git a/.claude/commands/review-requirements.md b/.claude/commands/review-requirements.md
index d2e6b81..77bd48b 100644
--- a/.claude/commands/review-requirements.md
+++ b/.claude/commands/review-requirements.md
@@ -1,4 +1,10 @@
 Please review `docs/ai/requirements/feature-{name}.md` and the project-level template `docs/ai/requirements/README.md` to ensure structure and content alignment. Summarize:
+
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 - Core problem statement and affected users
 - Goals, non-goals, and success criteria
 - Primary user stories & critical flows
diff --git a/.claude/commands/update-planning.md b/.claude/commands/update-planning.md
index 911f2ca..6df511b 100644
--- a/.claude/commands/update-planning.md
+++ b/.claude/commands/update-planning.md
@@ -2,6 +2,11 @@
 
 Please help me reconcile the current implementation progress with our planning documentation.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Feature/branch name and brief status
diff --git a/.claude/commands/writing-test.md b/.claude/commands/writing-test.md
index 01c399a..1d7df50 100644
--- a/.claude/commands/writing-test.md
+++ b/.claude/commands/writing-test.md
@@ -1,5 +1,10 @@
 Review `docs/ai/testing/feature-{name}.md` and ensure it mirrors the base template before writing tests.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Feature name and branch
diff --git a/.cursor/commands/capture-knowledge.md b/.cursor/commands/capture-knowledge.md
index 8347230..4bad33e 100644
--- a/.cursor/commands/capture-knowledge.md
+++ b/.cursor/commands/capture-knowledge.md
@@ -2,6 +2,11 @@
 
 Guide me through creating a structured understanding of a code entry point and saving it to the knowledge docs.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 - Entry point (file, folder, function, API)
 - Why this entry point matters (feature, bug, investigation)
diff --git a/.cursor/commands/check-implementation.md b/.cursor/commands/check-implementation.md
index 341d123..4162c2e 100644
--- a/.cursor/commands/check-implementation.md
+++ b/.cursor/commands/check-implementation.md
@@ -3,6 +3,11 @@ description: test
 ---
 Compare the current implementation with the design in docs/ai/design/ and requirements in docs/ai/requirements/. Please follow this structured review:
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 1. Ask me for:
    - Feature/branch description
    - List of modified files
diff --git a/.cursor/commands/code-review.md b/.cursor/commands/code-review.md
index f0df076..757f1ca 100644
--- a/.cursor/commands/code-review.md
+++ b/.cursor/commands/code-review.md
@@ -2,6 +2,11 @@
 
 You are helping me perform a local code review **before** I push changes. Please follow this structured workflow.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Brief feature/branch description
diff --git a/.cursor/commands/debug.md b/.cursor/commands/debug.md
index a2a1b37..cf227a4 100644
--- a/.cursor/commands/debug.md
+++ b/.cursor/commands/debug.md
@@ -2,6 +2,11 @@
 
 Help me debug an issue by clarifying expectations, identifying gaps, and agreeing on a fix plan before changing code.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Brief issue description (what is happening?)
diff --git a/.cursor/commands/execute-plan.md b/.cursor/commands/execute-plan.md
index 73ff6ca..88afa90 100644
--- a/.cursor/commands/execute-plan.md
+++ b/.cursor/commands/execute-plan.md
@@ -2,6 +2,11 @@
 
 Help me work through a feature plan one task at a time.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Feature name (kebab-case, e.g., `user-authentication`)
diff --git a/.cursor/commands/new-requirement.md b/.cursor/commands/new-requirement.md
index 1550738..63370f2 100644
--- a/.cursor/commands/new-requirement.md
+++ b/.cursor/commands/new-requirement.md
@@ -1,5 +1,10 @@
 I want to add a new feature/requirement. Please guide me through the complete development workflow:
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Capture Requirement
 First, ask me:
 - What is the feature name? (e.g., "user-authentication", "payment-integration")
diff --git a/.cursor/commands/remember.md b/.cursor/commands/remember.md
new file mode 100644
index 0000000..c31c6f1
--- /dev/null
+++ b/.cursor/commands/remember.md
@@ -0,0 +1,22 @@
+When I say "remember this" or want to save a reusable rule, help me store it in the knowledge memory service.
+
+## Step 1: Capture Knowledge
+Ask me for:
+- A short, explicit title (5-12 words)
+- The detailed content (markdown, examples encouraged)
+- Optional tags (keywords like "api", "testing")
+- Optional scope (`global`, `project:<name>`, `repo:<name>`)
+
+If I'm vague, ask follow-ups to make it specific and actionable.
+
+## Step 2: Validate Quality
+- Ensure it is specific and reusable (not generic advice).
+- Avoid storing secrets or sensitive data.
+
+## Step 3: Store
+Call `memory.storeKnowledge` with title, content, tags, scope.
+If MCP tools are unavailable, use `ai-devkit memory store` instead.
+
+## Step 4: Confirm
+Summarize what was saved and offer to store more knowledge if needed.
+
diff --git a/.cursor/commands/review-design.md b/.cursor/commands/review-design.md
index 6fedcb2..d5983c1 100644
--- a/.cursor/commands/review-design.md
+++ b/.cursor/commands/review-design.md
@@ -1,4 +1,10 @@
 Review the design documentation in docs/ai/design/feature-{name}.md (and the project-level README if relevant). Summarize:
+
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 - Architecture overview (ensure mermaid diagram is present and accurate)
 - Key components and their responsibilities
 - Technology choices and rationale
diff --git a/.cursor/commands/review-requirements.md b/.cursor/commands/review-requirements.md
index d2e6b81..77bd48b 100644
--- a/.cursor/commands/review-requirements.md
+++ b/.cursor/commands/review-requirements.md
@@ -1,4 +1,10 @@
 Please review `docs/ai/requirements/feature-{name}.md` and the project-level template `docs/ai/requirements/README.md` to ensure structure and content alignment. Summarize:
+
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 - Core problem statement and affected users
 - Goals, non-goals, and success criteria
 - Primary user stories & critical flows
diff --git a/.cursor/commands/update-planning.md b/.cursor/commands/update-planning.md
index 911f2ca..6df511b 100644
--- a/.cursor/commands/update-planning.md
+++ b/.cursor/commands/update-planning.md
@@ -2,6 +2,11 @@
 
 Please help me reconcile the current implementation progress with our planning documentation.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Feature/branch name and brief status
diff --git a/.cursor/commands/writing-test.md b/.cursor/commands/writing-test.md
index 01c399a..1d7df50 100644
--- a/.cursor/commands/writing-test.md
+++ b/.cursor/commands/writing-test.md
@@ -1,5 +1,10 @@
 Review `docs/ai/testing/feature-{name}.md` and ensure it mirrors the base template before writing tests.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Feature name and branch
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..ed7e041
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,38 @@
+name: CI
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+
+jobs:
+  test:
+    name: Test (Node 20)
+    runs-on: ubuntu-latest
+    
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: 20
+          cache: 'npm'
+
+      - name: Install dependencies
+        run: npm ci
+
+      - name: Lint
+        run: npm run lint
+
+      - name: Build
+        run: npm run build
+
+      - name: Test
+        run: npm run test
\ No newline at end of file
diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy-web.yml
similarity index 78%
rename from .github/workflows/deploy.yml
rename to .github/workflows/deploy-web.yml
index a7d2eca..8b12509 100644
--- a/.github/workflows/deploy.yml
+++ b/.github/workflows/deploy-web.yml
@@ -1,9 +1,12 @@
-name: Deploy to GitHub Pages
+name: Deploy Documentation
 
 on:
   push:
     branches:
       - main
+    paths:
+      - 'web/**'
+      - '.github/workflows/deploy-web.yml'
   workflow_dispatch:
 
 permissions:
@@ -17,7 +20,9 @@ concurrency:
 
 jobs:
   build:
+    name: Build Documentation
     runs-on: ubuntu-latest
+    
     steps:
       - name: Checkout
         uses: actions/checkout@v4
@@ -30,14 +35,12 @@ jobs:
           cache-dependency-path: web/package-lock.json
 
       - name: Install dependencies
-        run: |
-          cd web
-          npm ci
+        working-directory: ./web
+        run: npm ci
 
       - name: Build website
-        run: |
-          cd web
-          npm run build
+        working-directory: ./web
+        run: npm run build
         env:
           NODE_ENV: production
           NEXT_PUBLIC_SITE_URL: https://ai-devkit.com
@@ -48,13 +51,14 @@ jobs:
           path: web/out
 
   deploy:
+    name: Deploy to GitHub Pages
     environment:
       name: github-pages
       url: ${{ steps.deployment.outputs.page_url }}
     runs-on: ubuntu-latest
     needs: build
+    
     steps:
       - name: Deploy to GitHub Pages
         id: deployment
         uses: actions/deploy-pages@v4
-
diff --git a/.github/workflows/npm-publish.yml b/.github/workflows/npm-publish.yml
deleted file mode 100644
index 2a4766d..0000000
--- a/.github/workflows/npm-publish.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-# This workflow will run tests using node and then publish a package to GitHub Packages when a release is created
-# For more information see: https://docs.github.com/en/actions/publishing-packages/publishing-nodejs-packages
-
-name: Node.js Package
-
-on:
-  release:
-    types: [created]
-
-jobs:
-  build:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-      - uses: actions/setup-node@v4
-        with:
-          node-version: 20
-      - run: npm ci
-      - run: npm test
-
-  publish-npm:
-    needs: build
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-      - uses: actions/setup-node@v4
-        with:
-          node-version: 20
-          registry-url: https://registry.npmjs.org/
-      - run: npm ci
-      - run: npm publish
-        env:
-          NODE_AUTH_TOKEN: ${{secrets.npm_token}}
diff --git a/.github/workflows/publish-cli.yml b/.github/workflows/publish-cli.yml
new file mode 100644
index 0000000..9205bc7
--- /dev/null
+++ b/.github/workflows/publish-cli.yml
@@ -0,0 +1,38 @@
+name: Publish CLI Package
+
+on:
+  release:
+    types: [created]
+  workflow_dispatch:
+    inputs:
+      tag:
+        description: 'Package version tag (e.g., v0.5.0)'
+        required: true
+
+jobs:
+  publish:
+    name: Publish ai-devkit to NPM
+    runs-on: ubuntu-latest
+    
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: 20
+          registry-url: 'https://registry.npmjs.org'
+          cache: 'npm'
+
+      - name: Install dependencies
+        run: npm ci
+
+      - name: Build all packages
+        run: npm run build
+
+      - name: Publish to NPM
+        working-directory: ./packages/cli
+        run: npm publish --access public
+        env:
+          NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
\ No newline at end of file
diff --git a/.github/workflows/publish-memory.yml b/.github/workflows/publish-memory.yml
new file mode 100644
index 0000000..f60c92b
--- /dev/null
+++ b/.github/workflows/publish-memory.yml
@@ -0,0 +1,38 @@
+name: Publish Memory Package
+
+on:
+  release:
+    types: [created]
+  workflow_dispatch:
+    inputs:
+      tag:
+        description: 'Package version tag (e.g., memory-v0.1.0)'
+        required: true
+
+jobs:
+  publish:
+    name: Publish @ai-devkit/memory to NPM
+    runs-on: ubuntu-latest
+    
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: 20
+          registry-url: 'https://registry.npmjs.org'
+          cache: 'npm'
+
+      - name: Install dependencies
+        run: npm ci
+
+      - name: Build all packages
+        run: npm run build
+
+      - name: Publish to NPM
+        working-directory: ./packages/memory
+        run: npm publish --access public
+        env:
+          NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 7b30e51..21c2ed6 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,3 +5,4 @@ dist/
 .env
 *.tsbuildinfo
 coverage/
+.nx
\ No newline at end of file
diff --git a/docs/ai/design/feature-knowledge-memory-service.md b/docs/ai/design/feature-knowledge-memory-service.md
new file mode 100644
index 0000000..f0e3a0a
--- /dev/null
+++ b/docs/ai/design/feature-knowledge-memory-service.md
@@ -0,0 +1,465 @@
+---
+phase: design
+title: Knowledge Memory Service - System Design & Architecture
+description: Define the technical architecture, components, and data models for the Knowledge Memory Service
+---
+
+# System Design & Architecture
+
+## Architecture Overview
+**What is the high-level system structure?**
+
+```mermaid
+graph TD
+    subgraph "AI Agent Environment"
+        Agent[AI Agent]
+    end
+    
+    subgraph "MCP Server"
+        MCP[MCP stdio Interface]
+        Store[Store Handler]
+        Search[Search Handler]
+        Validate[Validator]
+        Rank[Ranker]
+    end
+    
+    subgraph "Storage Layer"
+        SQLite[(SQLite DB)]
+        FTS[FTS5 Index]
+    end
+    
+    Agent -->|memory.storeKnowledge| MCP
+    Agent -->|memory.searchKnowledge| MCP
+    MCP --> Store
+    MCP --> Search
+    Store --> Validate
+    Validate --> SQLite
+    SQLite --> FTS
+    Search --> FTS
+    FTS --> Rank
+    Rank -->|Ranked Results| MCP
+```
+
+### Key Components and Responsibilities
+
+| Component | Responsibility |
+|-----------|----------------|
+| **MCP stdio Interface** | Handle JSON-RPC protocol, parse tool calls, return results |
+| **Store Handler** | Process storage requests, validate input, check duplicates |
+| **Search Handler** | Parse search queries, build FTS5 queries, coordinate ranking |
+| **Validator** | Ensure knowledge quality (specific, actionable, not generic) |
+| **Ranker** | Combine BM25 scores with tag matches and scope boosts |
+| **SQLite + FTS5** | Persistent storage with full-text search indexing |
+
+### Ranking Algorithm
+
+The ranker combines BM25 with context signals for a simple, effective ranking:
+
+```
+final_score = bm25_score × tag_boost + scope_boost
+
+Where:
+  bm25_score = FTS5 bm25() with column weights (title=10, content=5, tags=1)
+  tag_boost  = 1 + (matching_tags × 0.1)    // +10% per matching contextTag
+  scope_boost = +0.5 if scope matches query scope, +0.2 if global, 0 otherwise
+```
+
+**Ranking Priority** (highest to lowest):
+1. Project-scoped results matching query scope
+2. High BM25 score (title matches weighted highest)
+3. Items with matching contextTags
+4. Global scope items
+
+### Technology Stack
+- **Runtime**: Node.js (v18+)
+- **Database**: SQLite3 with FTS5 extension
+- **Protocol**: MCP (Model Context Protocol) over stdio
+- **Language**: TypeScript
+- **Dependencies**: `better-sqlite3`, `@modelcontextprotocol/sdk`
+
+## Data Models
+**What data do we need to manage?**
+
+### Core Entity: Knowledge Item
+
+```typescript
+interface KnowledgeItem {
+  // Primary Key
+  id: string;                    // UUID v4
+  
+  // Core Content (user provides these)
+  title: string;                 // Short, explicit (5-12 words, max 100 chars)
+  content: string;               // Markdown format with code samples supported (max 5000 chars)
+  tags: string[];                // Domain keywords (e.g., ["api", "backend", "dto"])
+  scope: string;                 // "global" | "project:<name>" | "repo:<name>"
+  
+  // Auto-generated
+  normalizedTitle: string;       // Lowercase, trimmed, normalized whitespace
+  contentHash: string;           // SHA-256 of normalized content
+  createdAt: string;             // ISO 8601 timestamp
+  updatedAt: string;             // ISO 8601 timestamp
+}
+```
+
+**Design Decision**: Simplified to 9 fields (from 13) to make knowledge input seamless. Users only need to provide title, content, and optionally tags/scope.
+
+### SQLite Schema
+
+```sql
+-- Schema version tracking for migrations
+CREATE TABLE IF NOT EXISTS meta (
+  key TEXT PRIMARY KEY,
+  value TEXT NOT NULL
+);
+INSERT OR IGNORE INTO meta (key, value) VALUES ('schema_version', '1');
+
+-- Main knowledge table (simplified: 9 fields)
+CREATE TABLE knowledge (
+  id TEXT PRIMARY KEY,
+  title TEXT NOT NULL CHECK (length(title) <= 100),
+  content TEXT NOT NULL CHECK (length(content) <= 5000),
+  tags TEXT NOT NULL,                    -- JSON array stored as string
+  scope TEXT NOT NULL DEFAULT 'global',
+  normalized_title TEXT NOT NULL,
+  content_hash TEXT NOT NULL,
+  created_at TEXT NOT NULL,
+  updated_at TEXT NOT NULL,
+  
+  -- Deduplication constraints
+  UNIQUE (normalized_title, scope),
+  UNIQUE (content_hash, scope)
+);
+
+-- FTS5 virtual table for full-text search
+-- Column weights for bm25(): title=10, content=5, tags=1
+CREATE VIRTUAL TABLE knowledge_fts USING fts5(
+  title,
+  content,
+  tags,
+  content='knowledge',
+  content_rowid='rowid',
+  tokenize='porter unicode61'
+);
+
+-- Triggers to keep FTS in sync
+CREATE TRIGGER knowledge_ai AFTER INSERT ON knowledge BEGIN
+  INSERT INTO knowledge_fts(rowid, title, content, tags)
+  VALUES (NEW.rowid, NEW.title, NEW.content, NEW.tags);
+END;
+
+CREATE TRIGGER knowledge_ad AFTER DELETE ON knowledge BEGIN
+  INSERT INTO knowledge_fts(knowledge_fts, rowid, title, content, tags)
+  VALUES ('delete', OLD.rowid, OLD.title, OLD.content, OLD.tags);
+END;
+
+CREATE TRIGGER knowledge_au AFTER UPDATE ON knowledge BEGIN
+  INSERT INTO knowledge_fts(knowledge_fts, rowid, title, content, tags)
+  VALUES ('delete', OLD.rowid, OLD.title, OLD.content, OLD.tags);
+  INSERT INTO knowledge_fts(rowid, title, content, tags)
+  VALUES (NEW.rowid, NEW.title, NEW.content, NEW.tags);
+END;
+
+-- Index for fast scope filtering
+CREATE INDEX idx_knowledge_scope ON knowledge(scope);
+```
+
+### Data Flow
+
+```mermaid
+flowchart LR
+    subgraph Store Flow
+        A[Input] --> B[Validate]
+        B --> C[Normalize]
+        C --> D[Hash]
+        D --> E{Duplicate?}
+        E -->|Yes| F[Reject]
+        E -->|No| G[Insert]
+        G --> H[Update FTS]
+    end
+    
+    subgraph Search Flow
+        I[Query] --> J[Build FTS Query]
+        J --> K[Execute BM25]
+        K --> L[Apply Boosts]
+        L --> M[Sort & Limit]
+        M --> N[Return Results]
+    end
+```
+
+## API Design
+**How do components communicate?**
+
+### MCP Tool: `memory.storeKnowledge`
+
+**Purpose**: Store a new knowledge item
+
+**Input Schema** (Simplified - only 2 required fields):
+```json
+{
+  "type": "object",
+  "properties": {
+    "title": {
+      "type": "string",
+      "description": "Short, explicit description of the rule (5-12 words)",
+      "minLength": 10,
+      "maxLength": 100
+    },
+    "content": {
+      "type": "string",
+      "description": "Detailed explanation in markdown format. Supports code blocks and examples.",
+      "minLength": 50,
+      "maxLength": 5000
+    },
+    "tags": {
+      "type": "array",
+      "items": { "type": "string" },
+      "description": "Optional domain keywords (e.g., ['api', 'backend'])",
+      "maxItems": 10,
+      "default": []
+    },
+    "scope": {
+      "type": "string",
+      "description": "Optional scope: 'global', 'project:<name>', or 'repo:<name>'",
+      "default": "global"
+    }
+  },
+  "required": ["title", "content"]
+}
+```
+
+**Output Schema**:
+```json
+{
+  "type": "object",
+  "properties": {
+    "success": { "type": "boolean" },
+    "id": { "type": "string" },
+    "message": { "type": "string" }
+  }
+}
+```
+
+**Error Cases**:
+- `VALIDATION_ERROR`: Title too short/long, content too generic
+- `DUPLICATE_ERROR`: Knowledge with same title/scope or content hash exists
+- `STORAGE_ERROR`: Database write failure
+
+### MCP Tool: `memory.searchKnowledge`
+
+**Purpose**: Retrieve relevant knowledge for a task
+
+**Input Schema**:
+```json
+{
+  "type": "object",
+  "properties": {
+    "query": {
+      "type": "string",
+      "description": "Natural language task description",
+      "minLength": 3,
+      "maxLength": 500
+    },
+    "contextTags": {
+      "type": "array",
+      "items": { "type": "string" },
+      "description": "Optional tags to boost matching results (e.g., ['api', 'backend'])",
+      "default": []
+    },
+    "scope": {
+      "type": "string",
+      "description": "Optional project/repo scope filter",
+      "default": null
+    },
+    "limit": {
+      "type": "integer",
+      "minimum": 1,
+      "maximum": 20,
+      "default": 5
+    }
+  },
+  "required": ["query"]
+}
+```
+
+**Output Schema**:
+```json
+{
+  "type": "object",
+  "properties": {
+    "results": {
+      "type": "array",
+      "items": {
+        "type": "object",
+        "properties": {
+          "id": { "type": "string" },
+          "title": { "type": "string" },
+          "content": { "type": "string" },
+          "tags": { "type": "array", "items": { "type": "string" } },
+          "scope": { "type": "string" },
+          "score": { "type": "number", "description": "Combined relevance score" }
+        }
+      }
+    },
+    "totalMatches": { "type": "integer" },
+    "query": { "type": "string" }
+  }
+}
+```
+
+**Empty Database Behavior**:
+When the database is empty or no results match the query:
+```json
+{
+  "results": [],
+  "totalMatches": 0,
+  "query": "the original query string"
+}
+```
+
+## Component Breakdown
+**What are the major building blocks?**
+
+### Directory Structure
+```
+packages/knowledge-memory-service/
+├── src/
+│   ├── index.ts                 # Entry point, MCP server setup
+│   ├── server.ts                # MCP server implementation
+│   ├── handlers/
+│   │   ├── store.ts             # memory.storeKnowledge handler
+│   │   └── search.ts            # memory.searchKnowledge handler
+│   ├── database/
+│   │   ├── connection.ts        # SQLite connection management
+│   │   ├── schema.ts            # Schema creation & migrations
+│   │   └── queries.ts           # Prepared statements
+│   ├── services/
+│   │   ├── validator.ts         # Knowledge quality validation
+│   │   ├── normalizer.ts        # Text normalization, hashing
+│   │   └── ranker.ts            # Result ranking logic
+│   ├── types/
+│   │   └── index.ts             # TypeScript interfaces
+│   └── utils/
+│       ├── errors.ts            # Custom error classes
+│       └── logger.ts            # Logging utilities
+├── tests/
+│   ├── unit/
+│   │   ├── validator.test.ts
+│   │   ├── normalizer.test.ts
+│   │   └── ranker.test.ts
+│   └── integration/
+│       ├── store.test.ts
+│       └── search.test.ts
+├── package.json
+├── tsconfig.json
+└── README.md
+```
+
+### Module Descriptions
+
+| Module | Description |
+|--------|-------------|
+| **server.ts** | Sets up MCP stdio server, registers tools, handles lifecycle |
+| **handlers/store.ts** | Validates input, checks duplicates, inserts knowledge |
+| **handlers/search.ts** | Builds FTS query, executes search, applies ranking |
+| **database/connection.ts** | Manages SQLite connection, enables WAL mode |
+| **database/schema.ts** | Creates tables, FTS index, triggers, migrations |
+| **services/validator.ts** | Checks title length, content specificity, tag validity |
+| **services/normalizer.ts** | Lowercase, trim, normalize whitespace, compute hash |
+| **services/ranker.ts** | Combines BM25 + priority + confidence + tags + scope |
+
+## Design Decisions
+**Why did we choose this approach?**
+
+### Decision 1: SQLite + FTS5 over External Databases
+**Choice**: SQLite with FTS5 full-text search  
+**Rationale**:
+- Zero external dependencies
+- Single file, easy to backup/move
+- FTS5 provides production-quality BM25 ranking
+- Perfect for local-first, single-process architecture
+
+**Alternatives Considered**:
+- PostgreSQL: Too heavy, requires separate server
+- Elasticsearch: Overkill for small knowledge base
+- In-memory only: No persistence
+
+### Decision 2: MCP stdio over HTTP
+**Choice**: Model Context Protocol over stdio  
+**Rationale**:
+- Direct integration with AI agents
+- No network overhead for local use
+- Lower attack surface (no exposed ports)
+- Easy evolution path: wrap stdio server with HTTP later
+
+**Alternatives Considered**:
+- HTTP REST API: More familiar, but unnecessary complexity for local use
+- gRPC: Even more complex, overkill
+
+### Decision 3: BM25 Lexical Search over Embeddings
+**Choice**: FTS5 BM25 ranking for MVP  
+**Rationale**:
+- Deterministic, explainable results
+- No external embedding API needed
+- Fast, well-understood algorithm
+- Embeddings can be added later as optional boost
+
+**Alternatives Considered**:
+- Vector embeddings (OpenAI): Requires API, adds latency, cost
+- Hybrid BM25 + embeddings: Defer to later iteration
+
+### Decision 4: Dual Deduplication Strategy
+**Choice**: Unique constraints on (normalized_title, scope) AND (content_hash, scope)  
+**Rationale**:
+- Catches both title-based and content-based duplicates
+- Normalized title handles minor wording differences
+- Content hash catches copy-paste with different titles
+
+### Decision 5: Scoped Knowledge with Project Priority
+**Choice**: Scope as string (`global`, `project:X`, `repo:X`) with project-specific rules ranked higher  
+**Rationale**:
+- Simple, extensible format
+- Allows future scopes without schema changes
+- Project-specific rules get +0.5 boost, global gets +0.2 boost
+- Both results shown, but project-scoped rules appear first
+
+### Decision 6: Simple Version-Based Migrations
+**Choice**: Store schema version in `meta` table, run migrations sequentially on startup  
+**Rationale**:
+- No external migration framework needed
+- Simple numeric versioning (1, 2, 3...)
+- Migration functions run once and are idempotent
+- Easy to understand and debug
+
+**Alternatives Considered**:
+- Knex/TypeORM migrations: Too heavy for local-first
+- No migrations: Can't evolve schema
+
+## Non-Functional Requirements
+**How should the system perform?**
+
+### Performance Targets
+| Metric | Target |
+|--------|--------|
+| Storage latency | < 100ms |
+| Search latency | < 50ms (< 1000 items) |
+| Cold start time | < 500ms |
+| Memory footprint | < 100MB |
+| Database size | < 50MB per 10,000 items |
+
+### Scalability Considerations
+- SQLite handles 10,000+ items efficiently with proper indexing
+- FTS5 index scales linearly with content size
+- WAL mode enables concurrent reads during writes
+- For larger scale, evolve to PostgreSQL or HTTP service
+
+### Security Requirements
+- No authentication required (local process)
+- Input validation prevents SQL injection (parameterized queries)
+- Content length limits prevent DoS
+- No sensitive data expected (guidelines, not secrets)
+
+### Reliability/Availability Needs
+- Graceful handling of database corruption
+- Automatic schema migration on startup
+- Transaction safety for writes
+- No data loss on crash (SQLite durability)
diff --git a/docs/ai/implementation/feature-knowledge-memory-service.md b/docs/ai/implementation/feature-knowledge-memory-service.md
new file mode 100644
index 0000000..b7455e5
--- /dev/null
+++ b/docs/ai/implementation/feature-knowledge-memory-service.md
@@ -0,0 +1,101 @@
+---
+phase: implementation
+title: Knowledge Memory Service - Implementation Guide
+description: Technical implementation notes for the Knowledge Memory Service
+---
+
+# Implementation Guide
+
+## Development Setup
+
+### Prerequisites
+- Node.js v18+, npm v9+
+- Python 3 & C++ compiler (for better-sqlite3)
+
+### Setup Steps
+```bash
+cd packages/knowledge-memory-service
+npm install && npm run build && npm test
+```
+
+### Configuration
+```bash
+KNOWLEDGE_MEMORY_DB_PATH=~/.knowledge-memory/memory.db
+LOG_LEVEL=info
+```
+
+## Code Structure
+
+```
+packages/knowledge-memory-service/
+├── src/
+│   ├── index.ts           # Entry point
+│   ├── server.ts          # MCP server
+│   ├── handlers/          # Tool handlers
+│   ├── database/          # SQLite layer
+│   ├── services/          # Business logic
+│   ├── types/             # Interfaces
+│   └── utils/             # Helpers
+└── tests/
+```
+
+## Implementation Notes
+
+### Database Connection
+```typescript
+import Database from 'better-sqlite3';
+
+export class DatabaseConnection {
+  private db: Database.Database;
+  
+  constructor(dbPath: string) {
+    this.db = new Database(dbPath);
+    this.db.pragma('journal_mode = WAL');
+  }
+}
+```
+
+### FTS5 Search with BM25
+```typescript
+const searchQuery = `
+  SELECT k.*, bm25(knowledge_fts, 10.0, 5.0, 1.0) as score
+  FROM knowledge k
+  JOIN knowledge_fts ON k.rowid = knowledge_fts.rowid
+  WHERE knowledge_fts MATCH ?
+  ORDER BY score LIMIT ?
+`;
+```
+
+### Validation
+- Title: 10-100 chars
+- Content: 50-5000 chars, reject generic phrases
+- Tags: 1-10 items, alphanumeric
+
+## Error Handling
+
+```typescript
+export class ValidationError extends Error {
+  constructor(message: string, public details: object) {
+    super(message);
+  }
+}
+
+export class DuplicateError extends Error {
+  constructor(public existingId: string) {
+    super('Duplicate detected');
+  }
+}
+```
+
+## Performance
+
+- Prepared statements for all queries
+- WAL mode for concurrent reads
+- Indexed columns: scope, category, priority
+- Default limit: 5, max: 20
+
+## Security
+
+- Parameterized queries (no SQL injection)
+- Input validation on all fields
+- Content length limits enforced
diff --git a/docs/ai/planning/feature-knowledge-memory-service.md b/docs/ai/planning/feature-knowledge-memory-service.md
new file mode 100644
index 0000000..d939a81
--- /dev/null
+++ b/docs/ai/planning/feature-knowledge-memory-service.md
@@ -0,0 +1,230 @@
+---
+phase: planning
+title: Knowledge Memory Service - Project Planning & Task Breakdown
+description: Break down work into actionable tasks and estimate timeline for the Knowledge Memory Service
+---
+
+# Project Planning & Task Breakdown
+
+## Milestones
+**What are the major checkpoints?**
+
+- [x] **Milestone 1: Foundation** - Project setup, database layer, basic schema ✅
+- [x] **Milestone 2: Core Storage** - Store handler with validation and deduplication ✅
+- [x] **Milestone 3: Core Search** - Search handler with FTS5 and ranking ✅
+- [x] **Milestone 4: MCP Integration** - Full MCP server with both tools working ✅
+- [x] **Milestone 5: Quality & Polish** - Tests, documentation, edge cases ✅
+
+## Task Breakdown
+**What specific work needs to be done?**
+
+### Phase 1: Foundation (Estimated: 4-6 hours) ✅ COMPLETE
+
+- [x] **Task 1.1: Project Initialization**
+  - Created `packages/memory/` directory (renamed from `ai-devkit-memory`)
+  - Initialize `package.json` with dependencies (SWC for fast builds)
+  - Configure `tsconfig.json` for TypeScript
+  - Dependencies: `better-sqlite3`, `@modelcontextprotocol/sdk`, `uuid`
+
+- [x] **Task 1.2: TypeScript Type Definitions**
+  - Defined `KnowledgeItem` interface (simplified 9-field model)
+  - Defined input/output types for MCP tools
+  - Defined error types in `utils/errors.ts`
+
+- [x] **Task 1.3: Database Connection Module**
+  - Implemented `database/connection.ts`
+  - SQLite connection with better-sqlite3
+  - WAL mode, configurable path (default: `~/.ai-devkit/memory.db`)
+  - Auto-runs migrations on first access
+
+- [x] **Task 1.4: Schema Creation**
+  - Implemented `database/schema.ts` with SQL migrations
+  - Created `migrations/001_initial.sql`
+  - FTS5 virtual table with sync triggers
+  - Uses SQLite `user_version` pragma for versioning
+
+### Phase 2: Core Storage (Estimated: 4-6 hours) ✅ COMPLETE
+
+- [x] **Task 2.1: Normalizer Service**
+  - Implemented `services/normalizer.ts`
+  - `normalizeTitle()`, `normalizeContent()`, `hashContent()`, `normalizeTags()`, `normalizeScope()`
+
+- [x] **Task 2.2: Validator Service**
+  - Implemented `services/validator.ts`
+  - Title/content length validation
+  - Generic phrase detection
+  - Tag and scope format validation
+
+- [x] **Task 2.3: Store Handler**
+  - Implemented `handlers/store.ts`
+  - Full transaction wrapping (race condition fix)
+  - Duplicate detection integrated
+  - Proper error handling with re-throw for DuplicateError
+
+- [x] **Task 2.4: Duplicate Detection**
+  - Integrated into store handler
+  - Checks normalized_title + scope
+  - Checks content_hash + scope
+
+### Phase 3: Core Search (Estimated: 4-6 hours) 🔄 IN PROGRESS
+
+- [x] **Task 3.1: FTS Query Builder**
+  - Implemented `services/search.ts`
+  - FTS5 special character escaping (including hyphens, boolean operators)
+  - Prefix matching for partial matches
+  - BM25 column weights (title=10, content=5, tags=1)
+
+- [x] **Task 3.2: Ranker Service**
+  - Implemented `services/ranker.ts`
+  - Tag boost (+10% per matching tag)
+  - Scope boost (+0.5 project match, +0.2 global)
+  - Safe JSON.parse with try-catch
+
+- [x] **Task 3.3: Search Handler**
+  - Implemented `handlers/search.ts`
+  - Orchestrate FTS query → ranker → response
+  - Handle empty queries
+  - Apply limit (default 5, max 20)
+
+### Phase 4: MCP Integration (Estimated: 3-4 hours) ✅ COMPLETE
+
+- [x] **Task 4.1: MCP Server Setup**
+  - Implemented `server.ts` with stdio transport
+  - Configured server metadata and capabilities
+
+- [x] **Task 4.2: Register Tools**
+  - Registered `memory.storeKnowledge` and `memory.searchKnowledge`
+  - JSON schemas defined for inputs
+
+- [x] **Task 4.3: Entry Point**
+  - Implemented `index.ts`
+  - Auto-runs migrations on startup
+
+- [x] **Task 4.4: Error Handling**
+  - Implemented custom error classes
+  - Error to MCP response mapping
+
+### Phase 5: Quality & Polish (Estimated: 4-6 hours) ✅ COMPLETE
+
+- [x] **Task 5.1: Unit Tests - Normalizer** (21 tests)
+  - All normalizer functions tested
+
+- [x] **Task 5.2: Unit Tests - Validator** (22 tests)
+  - Title, content, tags, scope validation tested
+
+- [x] **Task 5.3: Unit Tests - Ranker** (9 tests)
+  - BM25, tag boost, scope boost tested
+
+- [x] **Task 5.4: Integration Tests - Store** (9 tests)
+  - Storage, persistence, deduplication tested
+
+- [x] **Task 5.5: Integration Tests - Search** (8 tests)
+  - Query, ranking, validation, empty results tested
+
+- [x] **Task 5.6: README Documentation**
+  - Full README with API reference, usage examples
+
+## Dependencies
+**What needs to happen in what order?**
+
+```mermaid
+graph TD
+    T1.1[1.1 Project Init] --> T1.2[1.2 Types]
+    T1.1 --> T1.3[1.3 DB Connection]
+    T1.3 --> T1.4[1.4 Schema]
+    
+    T1.2 --> T2.1[2.1 Normalizer]
+    T1.2 --> T2.2[2.2 Validator]
+    T1.4 --> T2.3[2.3 Store Handler]
+    T2.1 --> T2.3
+    T2.2 --> T2.3
+    T2.3 --> T2.4[2.4 Duplicate Detection]
+    
+    T1.4 --> T3.1[3.1 FTS Query Builder]
+    T3.1 --> T3.2[3.2 Ranker]
+    T3.2 --> T3.3[3.3 Search Handler]
+    
+    T2.4 --> T4.1[4.1 MCP Server]
+    T3.3 --> T4.1
+    T4.1 --> T4.2[4.2 Register Tools]
+    T4.2 --> T4.3[4.3 Entry Point]
+    T4.3 --> T4.4[4.4 Error Handling]
+    
+    T4.4 --> T5.1[5.1 Unit Tests Normalizer]
+    T4.4 --> T5.2[5.2 Unit Tests Validator]
+    T4.4 --> T5.3[5.3 Unit Tests Ranker]
+    T4.4 --> T5.4[5.4 Integration Tests Store]
+    T4.4 --> T5.5[5.5 Integration Tests Search]
+    T5.1 --> T5.6[5.6 README]
+    T5.5 --> T5.6
+```
+
+### External Dependencies
+- `better-sqlite3`: Native SQLite3 binding with sync API
+- `@modelcontextprotocol/sdk`: Official MCP SDK for Node.js
+- `uuid`: UUID v4 generation
+- Built-in `crypto`: SHA-256 hashing
+
+### No Blockers
+- All dependencies are npm packages, no external services needed
+- Can be developed and tested entirely offline
+
+## Timeline & Estimates
+**When will things be done?**
+
+| Phase | Tasks | Estimated Hours | Target |
+|-------|-------|-----------------|--------|
+| Phase 1: Foundation | 1.1-1.4 | 4-6 hours | Day 1 |
+| Phase 2: Core Storage | 2.1-2.4 | 4-6 hours | Day 2 |
+| Phase 3: Core Search | 3.1-3.3 | 4-6 hours | Day 3 |
+| Phase 4: MCP Integration | 4.1-4.4 | 3-4 hours | Day 4 |
+| Phase 5: Quality & Polish | 5.1-5.6 | 4-6 hours | Day 5 |
+| **Total** | 20 tasks | **19-28 hours** | **5-6 days** |
+
+### Buffer
+- 20% buffer for unknowns and edge cases
+- Total with buffer: 23-34 hours
+
+## Risks & Mitigation
+**What could go wrong?**
+
+### Technical Risks
+
+| Risk | Likelihood | Impact | Mitigation |
+|------|------------|--------|------------|
+| `better-sqlite3` native build issues | Medium | High | Fallback to `sql.js` (pure JS) |
+| FTS5 tokenizer not matching expectations | Low | Medium | Test early, tune tokenizer config |
+| MCP SDK breaking changes | Low | Medium | Pin SDK version, monitor releases |
+| BM25 ranking not relevant enough | Medium | Medium | Add optional embedding boost later |
+
+### Resource Risks
+
+| Risk | Likelihood | Impact | Mitigation |
+|------|------------|--------|------------|
+| Underestimated complexity | Medium | Medium | Time-boxed phases, cut scope if needed |
+| Edge cases in validation logic | Medium | Low | Comprehensive test coverage |
+
+### Dependency Risks
+- All dependencies are stable, well-maintained packages
+- No external API dependencies for core functionality
+
+## Resources Needed
+**What do we need to succeed?**
+
+### Team Members
+- 1 developer (full-stack TypeScript)
+
+### Tools and Services
+- Node.js v18+ with npm
+- TypeScript compiler
+- Jest for testing
+- No cloud services required
+
+### Infrastructure
+- Local development environment
+- SQLite database file (~50MB for 10,000 items)
+
+### Documentation/Knowledge
+- [MCP Specification](https://modelcontextprotocol.io/)
+- [SQLite FTS5 Documentation](https://www.sqlite.org/fts5.html)
+- [better-sqlite3 Documentation](https://github.com/WiseLibs/better-sqlite3)
diff --git a/docs/ai/requirements/feature-knowledge-memory-service.md b/docs/ai/requirements/feature-knowledge-memory-service.md
new file mode 100644
index 0000000..5321509
--- /dev/null
+++ b/docs/ai/requirements/feature-knowledge-memory-service.md
@@ -0,0 +1,155 @@
+---
+phase: requirements
+title: Knowledge Memory Service - Requirements & Problem Understanding
+description: Clarify the problem space, gather requirements, and define success criteria for the Knowledge Memory Service
+---
+
+# Requirements & Problem Understanding
+
+## Problem Statement
+**What problem are we solving?**
+
+AI agents lack persistent, actionable memory across tasks. When an agent performs a task (e.g., building an API endpoint), it cannot automatically recall and apply prior knowledge such as:
+- "Always use a Response DTO for APIs"
+- "Follow RESTful naming conventions"
+- "Use dependency injection for testability"
+
+**Who is affected by this problem?**
+- AI agents that need to follow coding standards and best practices
+- Developers using AI coding assistants who want consistent, high-quality output
+- Teams that want to encode their engineering guidelines for AI consumption
+
+**What is the current situation/workaround?**
+- Knowledge is manually injected into prompts each time
+- Guidelines are lost between sessions
+- No systematic way to retrieve context-relevant rules
+- Agents make inconsistent decisions without historical context
+
+## Goals & Objectives
+**What do we want to achieve?**
+
+### Primary Goals
+1. **Store reusable, high-quality knowledge rules** - Not chat history, but actionable engineering guidelines
+2. **Retrieve the right knowledge at the right time** - Based on task context, tags, and scope
+3. **Provide deterministic, explainable retrieval** - Lexical, rule-based ranking with FTS5 BM25
+4. **Be lightweight, portable, and easy to run** - Single Node.js process + one SQLite file
+5. **Be MCP-compatible and agent-friendly** - Runs as an MCP stdio server
+
+### Secondary Goals
+- Easy evolution path to a centralized HTTP service later
+- Support for project-specific and global rules
+- High-quality deduplication to prevent knowledge bloat
+- Fast retrieval for real-time agent workflows
+
+### Non-Goals (explicitly out of scope)
+- Long-term conversational memory or chat transcripts
+- Complex knowledge graphs or ontologies
+- Mandatory vector embeddings (may be added later as optional)
+- Distributed write-heavy workloads
+- Multi-user authentication/authorization
+- Cloud deployment (local-first design)
+
+## User Stories & Use Cases
+**How will users interact with the solution?**
+
+### US-1: Rule Recall
+**As an** AI agent building an API endpoint,  
+**I want to** retrieve relevant API design rules,  
+**So that** I apply best practices like "Always return a Response DTO, not a domain entity."
+
+### US-2: Engineering Guidelines
+**As an** AI agent writing code,  
+**I want to** access coding standards and architectural decisions,  
+**So that** my output is consistent with team conventions.
+
+### US-3: Project-Specific Knowledge
+**As an** AI agent working on a specific repository,  
+**I want to** retrieve rules scoped to this project,  
+**So that** I follow project-specific conventions over generic guidelines.
+
+### US-4: Agent Planning Support
+**As an** AI agent planner,  
+**I want to** inject retrieved knowledge into my context before execution,  
+**So that** my decisions are informed by accumulated wisdom.
+
+### US-5: Knowledge Storage
+**As a** developer/admin,  
+**I want to** store new actionable knowledge items,  
+**So that** agents can benefit from captured guidelines.
+
+### Key Workflows
+1. **Store Knowledge Flow**: Agent or human captures a new rule → validates quality → stores with tags/scope → deduplication check
+2. **Retrieve Knowledge Flow**: Agent has task context → extracts relevant tags → queries memory → ranks results → injects top-K into context
+3. **Scoped Retrieval Flow**: Agent identifies project scope → retrieves project-specific rules first → falls back to global rules
+
+### Edge Cases to Consider
+- Empty query or no matching results → Return empty array with `totalMatches: 0`
+- Very broad queries returning too many results → Use `limit` parameter (default 5, max 20) to return top-K highest ranking
+- Conflicting rules (project vs global) → Project-specific ranked higher (+0.5 vs +0.2), both shown
+- Duplicate submissions with slight variations → Blocked by normalized_title + content_hash constraints
+- Extremely long content fields → Enforced 5000 char max at validation
+- Invalid scope formats → Rejected with validation error
+
+## Success Criteria
+**How will we know when we're done?**
+
+### Measurable Outcomes
+1. **Retrieval Relevance**: If a task is API-related, API-specific rules must appear in the top 3 results
+2. **Storage Quality**: 100% of stored items pass validation (specific, actionable, not generic)
+3. **Deduplication**: No duplicate entries for same (normalized_title, scope) or content hash
+4. **Performance**: Retrieval completes in < 50ms for typical queries (< 1000 items)
+
+### Acceptance Criteria
+- [ ] MCP stdio server runs successfully with `npx`
+- [ ] `memory.storeKnowledge` tool stores valid knowledge items
+- [ ] `memory.storeKnowledge` rejects generic/vague knowledge
+- [ ] `memory.storeKnowledge` prevents duplicates
+- [ ] `memory.searchKnowledge` retrieves relevant results ranked by FTS5 BM25
+- [ ] Results are boosted by priority, confidence, tag matches, and scope
+- [ ] SQLite database persists across restarts
+- [ ] FTS5 indexes are properly configured and used
+
+### Performance Benchmarks
+- Storage operation: < 100ms
+- Retrieval operation: < 50ms (cold), < 20ms (warm)
+- Database size: Efficient for 10,000+ knowledge items
+
+## Constraints & Assumptions
+**What limitations do we need to work within?**
+
+### Technical Constraints
+- Must use SQLite + FTS5 for storage (no external dependencies)
+- Must run as MCP stdio server (not HTTP initially)
+- Must be a single Node.js process
+- Must work offline (local-first)
+
+### Business Constraints
+- No external API dependencies for core functionality
+- Must be open-source friendly
+- No paid/proprietary embedding services required
+
+### Assumptions
+- Agents can extract relevant context tags from task descriptions
+- Knowledge items are curated, not auto-generated at scale
+- Quality over quantity for stored knowledge
+- BM25 lexical search is sufficient for MVP (embeddings optional later)
+
+## Questions & Open Items
+**What do we still need to clarify?**
+
+### Resolved Questions
+- Q: What database to use? → A: SQLite + FTS5
+- Q: HTTP or stdio? → A: MCP stdio (HTTP evolution later)
+- Q: Embeddings required? → A: No, optional for later
+- Q: Confidence threshold? → A: **No filtering by default**. Provide `minConfidence` parameter (default: 0.0) so agents can decide. Recommended threshold for agents: 0.3
+- Q: Conflicting rules (project vs global)? → A: **Project-specific rules prioritized** via scope boost (+0.5 for project, +0.2 for global). Both shown in results, project-scoped first.
+- Q: Maximum content length? → A: **5000 characters**. Enough for explanation + examples, enforces atomic knowledge.
+- Q: Rate limiting on storage? → A: **No rate limiting** (local-first). Agent can detect trigger phrases before calling storeKnowledge.
+- Q: Database migrations? → A: **Simple version-based migrations**. Store schema version in `meta` table, run sequentially on startup.
+
+### Open Questions
+*All questions resolved.*
+
+### Research Needed
+- Best practices for FTS5 tokenizer configuration
+- Optimal BM25 parameters for short-form knowledge retrieval
diff --git a/docs/ai/testing/feature-knowledge-memory-service.md b/docs/ai/testing/feature-knowledge-memory-service.md
new file mode 100644
index 0000000..980e34f
--- /dev/null
+++ b/docs/ai/testing/feature-knowledge-memory-service.md
@@ -0,0 +1,119 @@
+---
+phase: testing
+title: Knowledge Memory Service - Testing Strategy
+description: Testing approach, test cases, and quality assurance for Knowledge Memory Service
+---
+
+# Testing Strategy
+
+## Test Coverage Goals
+
+- Unit test coverage: 100% of new code
+- Integration tests: All critical paths + error handling
+- Definition of Done: API-specific rules appear in top 3 for API-related queries
+
+## Unit Tests
+
+### Normalizer Module
+- [ ] `normalizeTitle()` lowercases and trims whitespace
+- [ ] `normalizeTitle()` collapses multiple spaces
+- [ ] `hashContent()` produces consistent SHA-256 hashes
+- [ ] `hashContent()` is case-insensitive
+
+### Validator Module
+- [ ] Valid input passes validation
+- [ ] Title < 10 chars rejected
+- [ ] Title > 100 chars rejected
+- [ ] Content < 50 chars rejected
+- [ ] Generic content phrases rejected
+- [ ] Invalid scope format rejected
+- [ ] Invalid tags (non-alphanumeric) rejected
+- [ ] Too many tags (>10) rejected
+
+### Ranker Module
+- [ ] BM25 score integrated correctly
+- [ ] Priority boost applied (higher priority = higher score)
+- [ ] Confidence boost applied
+- [ ] Tag match boost: +0.2 per matching tag
+- [ ] Scope match boost: project-specific > global
+
+## Integration Tests
+
+### Store Handler
+- [ ] Successfully stores valid knowledge item
+- [ ] Returns generated UUID
+- [ ] Duplicate title+scope rejected with error
+- [ ] Duplicate content hash rejected with error
+- [ ] Validation errors returned properly
+- [ ] FTS index updated after insert
+
+### Search Handler
+- [ ] Basic query returns relevant results
+- [ ] Empty query handled gracefully
+- [ ] Tag filtering works correctly
+- [ ] Scope filtering returns correct results
+- [ ] Results ordered by combined score
+- [ ] Limit parameter respected (default 5, max 20)
+- [ ] minConfidence filter applied
+
+### Retrieval Definition of Done Test
+- [ ] Given: API-specific rules exist in database
+- [ ] When: Query "building an API endpoint" is executed
+- [ ] Then: API rules appear in top 3 results
+
+## End-to-End Tests
+
+### MCP Tool Integration
+- [ ] `memory.storeKnowledge` callable via MCP
+- [ ] `memory.searchKnowledge` callable via MCP
+- [ ] Error responses are valid MCP format
+- [ ] Server starts and connects via stdio
+
+## Test Data
+
+### Seed Data for Testing
+```typescript
+const testKnowledge = [
+  {
+    title: 'Always use Response DTOs for API endpoints',
+    content: 'When building REST APIs, never return domain entities...',
+    tags: ['api', 'backend', 'dto'],
+    scope: 'global',
+    priority: 8,
+  },
+  {
+    title: 'Use dependency injection for testability',
+    content: 'All services should receive dependencies via constructor...',
+    tags: ['testing', 'architecture', 'di'],
+    scope: 'global',
+    priority: 7,
+  },
+];
+```
+
+## Test Reporting
+
+```bash
+# Run tests with coverage
+npm test -- --coverage
+
+# Coverage thresholds
+statements: 80%
+branches: 80%
+functions: 80%
+lines: 80%
+```
+
+## Manual Testing
+
+- [ ] Start server with `npm start`
+- [ ] Store knowledge via MCP client
+- [ ] Search knowledge via MCP client
+- [ ] Verify database file created
+- [ ] Test with Claude/MCP client
+
+## Performance Testing
+
+- [ ] Storage operation < 100ms
+- [ ] Search operation < 50ms (< 1000 items)
+- [ ] Database handles 10,000+ items
diff --git a/nx.json b/nx.json
new file mode 100644
index 0000000..f87394e
--- /dev/null
+++ b/nx.json
@@ -0,0 +1,19 @@
+{
+  "$schema": "./node_modules/nx/schemas/nx-schema.json",
+  "defaultBase": "main",
+  "namedInputs": {
+    "default": ["{projectRoot}/**/*", "sharedGlobals"],
+    "sharedGlobals": []
+  },
+  "targetDefaults": {
+    "build": {
+      "dependsOn": ["^build"]
+    },
+    "test": {
+      "inputs": ["default", "^default"]
+    },
+    "lint": {
+      "inputs": ["default", "^default"]
+    }
+  }
+}
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index 507157a..8ff64d1 100644
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+        "content-type": "^1.0.5",
+        "media-typer": "^1.1.0",
+        "mime-types": "^3.0.0"
+      },
+      "engines": {
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@@ -7106,6 +10694,30 @@
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+    "node_modules/uint8array-extras": {
+      "version": "1.5.0",
+      "resolved": "https://registry.npmjs.org/uint8array-extras/-/uint8array-extras-1.5.0.tgz",
+      "integrity": "sha512-rvKSBiC5zqCCiDZ9kAOszZcDvdAHwwIKJG33Ykj43OKcWsnmcBRL09YTU4nOeHZ8Y2a7l1MgTd08SBe9A8Qj6A==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/unbzip2-stream": {
+      "version": "1.4.3",
+      "resolved": "https://registry.npmjs.org/unbzip2-stream/-/unbzip2-stream-1.4.3.tgz",
+      "integrity": "sha512-mlExGW4w71ebDJviH16lQLtZS32VKqsSfk80GCfUlwT/4/hNRFsoscrF/c++9xinkMzECL1uL9DDwXqFWkruPg==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "buffer": "^5.2.1",
+        "through": "^2.3.8"
+      }
+    },
     "node_modules/undici-types": {
       "version": "6.21.0",
       "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.21.0.tgz",
@@ -7122,6 +10734,15 @@
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       }
     },
+    "node_modules/unpipe": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz",
+      "integrity": "sha512-pjy2bYhSsufwWlKwPc+l3cN7+wuJlK6uz0YdJEOlQDbl6jo/YlPi4mb8agUkVC8BF7V8NuzeyPNqRksA3hztKQ==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
     "node_modules/update-browserslist-db": {
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       "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.1.4.tgz",
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       "license": "MIT"
     },
+    "node_modules/uuid": {
+      "version": "10.0.0",
+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-10.0.0.tgz",
+      "integrity": "sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ==",
+      "funding": [
+        "https://github.com/sponsors/broofa",
+        "https://github.com/sponsors/ctavan"
+      ],
+      "license": "MIT",
+      "bin": {
+        "uuid": "dist/bin/uuid"
+      }
+    },
     "node_modules/v8-compile-cache-lib": {
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@@ -7202,6 +10836,15 @@
         "@jridgewell/sourcemap-codec": "^1.4.14"
       }
     },
+    "node_modules/vary": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz",
+      "integrity": "sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.8"
+      }
+    },
     "node_modules/walker": {
       "version": "1.0.8",
       "resolved": "https://registry.npmjs.org/walker/-/walker-1.0.8.tgz",
@@ -7225,7 +10868,6 @@
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-      "dev": true,
       "license": "ISC",
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@@ -7272,7 +10914,6 @@
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-      "dev": true,
       "license": "ISC"
     },
     "node_modules/write-file-atomic": {
@@ -7347,6 +10988,20 @@
         "node": ">=12"
       }
     },
+    "node_modules/yauzl": {
+      "version": "3.2.0",
+      "resolved": "https://registry.npmjs.org/yauzl/-/yauzl-3.2.0.tgz",
+      "integrity": "sha512-Ow9nuGZE+qp1u4JIPvg+uCiUr7xGQWdff7JQSk5VGYTAZMDe2q8lxJ10ygv10qmSj031Ty/6FNJpLO4o1Sgc+w==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "buffer-crc32": "~0.2.3",
+        "pend": "~1.2.0"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
     "node_modules/yn": {
       "version": "3.1.1",
       "resolved": "https://registry.npmjs.org/yn/-/yn-3.1.1.tgz",
@@ -7369,6 +11024,225 @@
       "funding": {
         "url": "https://github.com/sponsors/sindresorhus"
       }
+    },
+    "node_modules/zod": {
+      "version": "4.3.5",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.5.tgz",
+      "integrity": "sha512-k7Nwx6vuWx1IJ9Bjuf4Zt1PEllcwe7cls3VNzm4CQ1/hgtFUK2bRNG3rvnpPUhFjmqJKAKtjV576KnUkHocg/g==",
+      "license": "MIT",
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/zod-to-json-schema": {
+      "version": "3.25.1",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.25.1.tgz",
+      "integrity": "sha512-pM/SU9d3YAggzi6MtR4h7ruuQlqKtad8e9S0fmxcMi+ueAK5Korys/aWcV9LIIHTVbj01NdzxcnXSN+O74ZIVA==",
+      "license": "ISC",
+      "peerDependencies": {
+        "zod": "^3.25 || ^4"
+      }
+    },
+    "packages/cli": {
+      "name": "ai-devkit",
+      "version": "0.5.0",
+      "license": "MIT",
+      "dependencies": {
+        "@ai-devkit/memory": "^0.1.0",
+        "chalk": "^4.1.2",
+        "commander": "^11.1.0",
+        "fs-extra": "^11.2.0",
+        "gray-matter": "^4.0.3",
+        "inquirer": "^8.2.6",
+        "yaml": "^2.3.4"
+      },
+      "bin": {
+        "ai-devkit": "dist/cli.js"
+      },
+      "devDependencies": {
+        "@types/fs-extra": "^11.0.4",
+        "@types/inquirer": "^8.2.10",
+        "@types/jest": "^30.0.0",
+        "@types/node": "^20.11.5",
+        "@typescript-eslint/eslint-plugin": "^6.19.1",
+        "@typescript-eslint/parser": "^6.19.1",
+        "eslint": "^8.56.0",
+        "jest": "^29.7.0",
+        "ts-jest": "^29.4.5",
+        "ts-node": "^10.9.2",
+        "typescript": "^5.3.3"
+      },
+      "engines": {
+        "node": ">=16.0.0"
+      }
+    },
+    "packages/memory": {
+      "name": "@ai-devkit/memory",
+      "version": "0.1.0",
+      "license": "MIT",
+      "dependencies": {
+        "@modelcontextprotocol/sdk": "^1.0.0",
+        "better-sqlite3": "^11.0.0",
+        "uuid": "^10.0.0"
+      },
+      "bin": {
+        "ai-devkit-memory": "dist/index.js"
+      },
+      "devDependencies": {
+        "@swc/cli": "^0.5.2",
+        "@swc/core": "^1.10.0",
+        "@swc/jest": "^0.2.37",
+        "@types/better-sqlite3": "^7.6.11",
+        "@types/jest": "^29.5.12",
+        "@types/node": "^20.14.0",
+        "@types/uuid": "^10.0.0",
+        "chokidar": "^3.6.0",
+        "jest": "^29.7.0",
+        "typescript": "^5.4.5"
+      },
+      "engines": {
+        "node": ">=18.0.0"
+      }
+    },
+    "packages/memory/node_modules/@jest/expect-utils": {
+      "version": "29.7.0",
+      "resolved": "https://registry.npmjs.org/@jest/expect-utils/-/expect-utils-29.7.0.tgz",
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+      "license": "MIT",
+      "dependencies": {
+        "jest-get-type": "^29.6.3"
+      },
+      "engines": {
+        "node": "^14.15.0 || ^16.10.0 || >=18.0.0"
+      }
+    },
+    "packages/memory/node_modules/@types/jest": {
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+      }
+    },
+    "packages/memory/node_modules/ansi-styles": {
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+      "license": "MIT",
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+      },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
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+    "packages/memory/node_modules/expect": {
+      "version": "29.7.0",
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+        "jest-util": "^29.7.0"
+      },
+      "engines": {
+        "node": "^14.15.0 || ^16.10.0 || >=18.0.0"
+      }
+    },
+    "packages/memory/node_modules/jest-diff": {
+      "version": "29.7.0",
+      "resolved": "https://registry.npmjs.org/jest-diff/-/jest-diff-29.7.0.tgz",
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+        "jest-get-type": "^29.6.3",
+        "pretty-format": "^29.7.0"
+      },
+      "engines": {
+        "node": "^14.15.0 || ^16.10.0 || >=18.0.0"
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+        "pretty-format": "^29.7.0"
+      },
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+      }
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+      "version": "29.7.0",
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+        "@jest/types": "^29.6.3",
+        "@types/stack-utils": "^2.0.0",
+        "chalk": "^4.0.0",
+        "graceful-fs": "^4.2.9",
+        "micromatch": "^4.0.4",
+        "pretty-format": "^29.7.0",
+        "slash": "^3.0.0",
+        "stack-utils": "^2.0.3"
+      },
+      "engines": {
+        "node": "^14.15.0 || ^16.10.0 || >=18.0.0"
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+      "license": "MIT",
+      "dependencies": {
+        "@jest/types": "^29.6.3",
+        "@types/node": "*",
+        "chalk": "^4.0.0",
+        "ci-info": "^3.2.0",
+        "graceful-fs": "^4.2.9",
+        "picomatch": "^2.2.3"
+      },
+      "engines": {
+        "node": "^14.15.0 || ^16.10.0 || >=18.0.0"
+      }
+    },
+    "packages/memory/node_modules/pretty-format": {
+      "version": "29.7.0",
+      "resolved": "https://registry.npmjs.org/pretty-format/-/pretty-format-29.7.0.tgz",
+      "integrity": "sha512-Pdlw/oPxN+aXdmM9R00JVC9WVFoCLTKJvDVLgmJ+qAffBMxsV85l/Lu7sNx4zSzPyoL2euImuEwHhOXdEgNFZQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@jest/schemas": "^29.6.3",
+        "ansi-styles": "^5.0.0",
+        "react-is": "^18.0.0"
+      },
+      "engines": {
+        "node": "^14.15.0 || ^16.10.0 || >=18.0.0"
+      }
     }
   }
 }
diff --git a/package.json b/package.json
index 2a93c5e..a705ca1 100644
--- a/package.json
+++ b/package.json
@@ -1,20 +1,20 @@
 {
   "name": "ai-devkit",
   "version": "0.5.0",
+  "private": true,
   "description": "A CLI toolkit for AI-assisted software development with phase templates and environment setup",
-  "main": "dist/index.js",
-  "bin": {
-    "ai-devkit": "dist/cli.js"
-  },
   "scripts": {
-    "build": "tsc",
-    "dev": "ts-node src/cli.ts",
-    "lint": "eslint src --ext .ts",
-    "test": "jest",
-    "test:watch": "jest --watch",
-    "test:coverage": "jest --coverage",
-    "prepublishOnly": "npm run build"
+    "nx": "nx",
+    "build": "nx run-many -t build",
+    "lint": "nx run-many -t lint",
+    "test": "nx run-many -t test",
+    "test:watch": "nx run-many -t test --watch",
+    "test:coverage": "nx run-many -t test --coverage"
   },
+  "workspaces": [
+    "apps/*",
+    "packages/*"
+  ],
   "keywords": [
     "ai",
     "development",
@@ -25,26 +25,8 @@
   ],
   "author": "",
   "license": "MIT",
-  "dependencies": {
-    "chalk": "^4.1.2",
-    "commander": "^11.1.0",
-    "fs-extra": "^11.2.0",
-    "gray-matter": "^4.0.3",
-    "inquirer": "^8.2.6",
-    "yaml": "^2.3.4"
-  },
   "devDependencies": {
-    "@types/fs-extra": "^11.0.4",
-    "@types/inquirer": "^8.2.10",
-    "@types/jest": "^30.0.0",
-    "@types/node": "^20.11.5",
-    "@typescript-eslint/eslint-plugin": "^6.19.1",
-    "@typescript-eslint/parser": "^6.19.1",
-    "eslint": "^8.56.0",
-    "jest": "^29.7.0",
-    "ts-jest": "^29.4.5",
-    "ts-node": "^10.9.2",
-    "typescript": "^5.3.3"
+    "nx": "^22.4.0"
   },
   "engines": {
     "node": ">=16.0.0"
diff --git a/packages/cli/.eslintrc.json b/packages/cli/.eslintrc.json
new file mode 100644
index 0000000..341c0a2
--- /dev/null
+++ b/packages/cli/.eslintrc.json
@@ -0,0 +1,32 @@
+{
+  "parser": "@typescript-eslint/parser",
+  "extends": [
+    "eslint:recommended",
+    "plugin:@typescript-eslint/recommended"
+  ],
+  "plugins": ["@typescript-eslint"],
+  "parserOptions": {
+    "ecmaVersion": 2020,
+    "sourceType": "module"
+  },
+  "env": {
+    "node": true,
+    "es6": true,
+    "jest": true
+  },
+  "rules": {
+    "@typescript-eslint/no-explicit-any": "warn",
+    "@typescript-eslint/explicit-function-return-type": "off",
+    "@typescript-eslint/no-var-requires": "error"
+  },
+  "overrides": [
+    {
+      "files": ["**/__tests__/**/*.ts", "**/*.test.ts", "**/*.spec.ts"],
+      "rules": {
+        "@typescript-eslint/no-explicit-any": "off",
+        "@typescript-eslint/no-var-requires": "off"
+      }
+    }
+  ]
+}
+
diff --git a/packages/cli/.gitignore b/packages/cli/.gitignore
new file mode 100644
index 0000000..4a9f7dc
--- /dev/null
+++ b/packages/cli/.gitignore
@@ -0,0 +1,7 @@
+node_modules/
+dist/
+*.log
+.DS_Store
+.env
+*.tsbuildinfo
+coverage/
\ No newline at end of file
diff --git a/.npmignore b/packages/cli/.npmignore
similarity index 100%
rename from .npmignore
rename to packages/cli/.npmignore
diff --git a/jest.config.js b/packages/cli/jest.config.js
similarity index 100%
rename from jest.config.js
rename to packages/cli/jest.config.js
diff --git a/packages/cli/package.json b/packages/cli/package.json
new file mode 100644
index 0000000..4ee72ab
--- /dev/null
+++ b/packages/cli/package.json
@@ -0,0 +1,54 @@
+{
+  "name": "ai-devkit",
+  "version": "0.5.0",
+  "description": "A CLI toolkit for AI-assisted software development with phase templates and environment setup",
+  "main": "dist/index.js",
+  "types": "dist/index.d.ts",
+  "bin": {
+    "ai-devkit": "dist/cli.js"
+  },
+  "scripts": {
+    "build": "tsc && cp -R templates dist/templates",
+    "dev": "ts-node src/cli.ts",
+    "lint": "eslint src --ext .ts",
+    "test": "jest",
+    "test:watch": "jest --watch",
+    "test:coverage": "jest --coverage",
+    "prepublishOnly": "npm run build"
+  },
+  "keywords": [
+    "ai",
+    "development",
+    "cli",
+    "templates",
+    "cursor",
+    "claude"
+  ],
+  "author": "",
+  "license": "MIT",
+  "dependencies": {
+    "@ai-devkit/memory": "^0.1.0",
+    "chalk": "^4.1.2",
+    "commander": "^11.1.0",
+    "fs-extra": "^11.2.0",
+    "gray-matter": "^4.0.3",
+    "inquirer": "^8.2.6",
+    "yaml": "^2.3.4"
+  },
+  "devDependencies": {
+    "@types/fs-extra": "^11.0.4",
+    "@types/inquirer": "^8.2.10",
+    "@types/jest": "^30.0.0",
+    "@types/node": "^20.11.5",
+    "@typescript-eslint/eslint-plugin": "^6.19.1",
+    "@typescript-eslint/parser": "^6.19.1",
+    "eslint": "^8.56.0",
+    "jest": "^29.7.0",
+    "ts-jest": "^29.4.5",
+    "ts-node": "^10.9.2",
+    "typescript": "^5.3.3"
+  },
+  "engines": {
+    "node": ">=16.0.0"
+  }
+}
diff --git a/packages/cli/project.json b/packages/cli/project.json
new file mode 100644
index 0000000..0852549
--- /dev/null
+++ b/packages/cli/project.json
@@ -0,0 +1,29 @@
+{
+  "name": "cli",
+  "root": "packages/cli",
+  "sourceRoot": "packages/cli/src",
+  "projectType": "library",
+  "targets": {
+    "build": {
+      "executor": "nx:run-commands",
+      "options": {
+        "command": "npm run build",
+        "cwd": "packages/cli"
+      }
+    },
+    "test": {
+      "executor": "nx:run-commands",
+      "options": {
+        "command": "npm run test",
+        "cwd": "packages/cli"
+      }
+    },
+    "lint": {
+      "executor": "nx:run-commands",
+      "options": {
+        "command": "npm run lint",
+        "cwd": "packages/cli"
+      }
+    }
+  }
+}
diff --git a/src/__tests__/lib/Config.test.ts b/packages/cli/src/__tests__/lib/Config.test.ts
similarity index 99%
rename from src/__tests__/lib/Config.test.ts
rename to packages/cli/src/__tests__/lib/Config.test.ts
index 9a7d9d8..abd6439 100644
--- a/src/__tests__/lib/Config.test.ts
+++ b/packages/cli/src/__tests__/lib/Config.test.ts
@@ -31,7 +31,7 @@ describe('ConfigManager', () => {
     });
 
     it('should use current directory as default', () => {
-      const defaultConfig = new ConfigManager();
+      new ConfigManager();
       expect(mockPath.join).toHaveBeenCalledWith(process.cwd(), '.ai-devkit.json');
     });
   });
diff --git a/src/__tests__/lib/EnvironmentSelector.test.ts b/packages/cli/src/__tests__/lib/EnvironmentSelector.test.ts
similarity index 100%
rename from src/__tests__/lib/EnvironmentSelector.test.ts
rename to packages/cli/src/__tests__/lib/EnvironmentSelector.test.ts
diff --git a/src/__tests__/lib/PhaseSelector.test.ts b/packages/cli/src/__tests__/lib/PhaseSelector.test.ts
similarity index 97%
rename from src/__tests__/lib/PhaseSelector.test.ts
rename to packages/cli/src/__tests__/lib/PhaseSelector.test.ts
index acc1232..c1ea632 100644
--- a/src/__tests__/lib/PhaseSelector.test.ts
+++ b/packages/cli/src/__tests__/lib/PhaseSelector.test.ts
@@ -1,5 +1,5 @@
 import { PhaseSelector } from '../../lib/PhaseSelector';
-import { AVAILABLE_PHASES, PHASE_DISPLAY_NAMES } from '../../types';
+import { AVAILABLE_PHASES } from '../../types';
 
 jest.mock('inquirer');
 
diff --git a/src/__tests__/lib/TemplateManager.test.ts b/packages/cli/src/__tests__/lib/TemplateManager.test.ts
similarity index 100%
rename from src/__tests__/lib/TemplateManager.test.ts
rename to packages/cli/src/__tests__/lib/TemplateManager.test.ts
diff --git a/src/__tests__/util/env.test.ts b/packages/cli/src/__tests__/util/env.test.ts
similarity index 100%
rename from src/__tests__/util/env.test.ts
rename to packages/cli/src/__tests__/util/env.test.ts
diff --git a/src/cli.ts b/packages/cli/src/cli.ts
similarity index 90%
rename from src/cli.ts
rename to packages/cli/src/cli.ts
index f3a38c4..4d79abc 100644
--- a/src/cli.ts
+++ b/packages/cli/src/cli.ts
@@ -4,6 +4,7 @@ import { Command } from 'commander';
 import { initCommand } from './commands/init';
 import { phaseCommand } from './commands/phase';
 import { setupCommand } from './commands/setup';
+import { registerMemoryCommand } from './commands/memory';
 
 const program = new Command();
 
@@ -31,4 +32,6 @@ program
   .option('-g, --global', 'Install commands to global environment folders')
   .action(setupCommand);
 
-program.parse();
+registerMemoryCommand(program);
+
+program.parse();
\ No newline at end of file
diff --git a/src/commands/init.ts b/packages/cli/src/commands/init.ts
similarity index 97%
rename from src/commands/init.ts
rename to packages/cli/src/commands/init.ts
index af9f49d..1204eec 100644
--- a/src/commands/init.ts
+++ b/packages/cli/src/commands/init.ts
@@ -5,7 +5,7 @@ import { ConfigManager } from '../lib/Config';
 import { TemplateManager } from '../lib/TemplateManager';
 import { EnvironmentSelector } from '../lib/EnvironmentSelector';
 import { PhaseSelector } from '../lib/PhaseSelector';
-import { EnvironmentCode, Phase, AVAILABLE_PHASES, PHASE_DISPLAY_NAMES } from '../types';
+import { EnvironmentCode, PHASE_DISPLAY_NAMES } from '../types';
 import { isValidEnvironmentCode } from '../util/env.js';
 
 function isGitAvailable(): boolean {
@@ -151,7 +151,7 @@ export async function initCommand(options: InitOptions) {
     }
 
     if (shouldCopy) {
-      const file = await templateManager.copyPhaseTemplate(phase);
+      await templateManager.copyPhaseTemplate(phase);
       await configManager.addPhase(phase);
       console.log(chalk.green(`[OK] Created ${phase} phase`));
     } else {
diff --git a/packages/cli/src/commands/memory.ts b/packages/cli/src/commands/memory.ts
new file mode 100644
index 0000000..6d9c55e
--- /dev/null
+++ b/packages/cli/src/commands/memory.ts
@@ -0,0 +1,49 @@
+import chalk from 'chalk';
+import type { Command } from 'commander';
+import { memoryStoreCommand, memorySearchCommand } from '@ai-devkit/memory/api';
+import type { MemorySearchOptions, MemoryStoreOptions } from '@ai-devkit/memory/api';
+
+export function registerMemoryCommand(program: Command): void {
+  const memoryCommand = program
+    .command('memory')
+    .description('Interact with the knowledge memory service');
+
+  memoryCommand
+    .command('store')
+    .description('Store a new knowledge item')
+    .requiredOption('-t, --title <title>', 'Title of the knowledge item (10-100 chars)')
+    .requiredOption('-c, --content <content>', 'Content of the knowledge item (50-5000 chars)')
+    .option('--tags <tags>', 'Comma-separated tags (e.g., "api,backend")')
+    .option('-s, --scope <scope>', 'Scope: global, project:<name>, or repo:<name>', 'global')
+    .action((options: MemoryStoreOptions) => {
+      try {
+        const result = memoryStoreCommand(options);
+        console.log(JSON.stringify(result, null, 2));
+      } catch (error) {
+        const message = error instanceof Error ? error.message : String(error);
+        console.error(chalk.red(`[ERROR] ${message}`));
+        process.exit(1);
+      }
+    });
+
+  memoryCommand
+    .command('search')
+    .description('Search for knowledge items')
+    .requiredOption('-q, --query <query>', 'Search query (3-500 chars)')
+    .option('--tags <tags>', 'Comma-separated context tags to boost results')
+    .option('-s, --scope <scope>', 'Scope filter')
+    .option('-l, --limit <limit>', 'Maximum results (1-20)', '5')
+    .action((options: MemorySearchOptions & { limit?: string }) => {
+      try {
+        const result = memorySearchCommand({
+          ...options,
+          limit: options.limit ? parseInt(options.limit, 10) : 5
+        });
+        console.log(JSON.stringify(result, null, 2));
+      } catch (error) {
+        const message = error instanceof Error ? error.message : String(error);
+        console.error(chalk.red(`[ERROR] ${message}`));
+        process.exit(1);
+      }
+    });
+}
\ No newline at end of file
diff --git a/src/commands/phase.ts b/packages/cli/src/commands/phase.ts
similarity index 100%
rename from src/commands/phase.ts
rename to packages/cli/src/commands/phase.ts
diff --git a/src/commands/setup.ts b/packages/cli/src/commands/setup.ts
similarity index 100%
rename from src/commands/setup.ts
rename to packages/cli/src/commands/setup.ts
diff --git a/src/index.ts b/packages/cli/src/index.ts
similarity index 100%
rename from src/index.ts
rename to packages/cli/src/index.ts
diff --git a/src/lib/Config.ts b/packages/cli/src/lib/Config.ts
similarity index 100%
rename from src/lib/Config.ts
rename to packages/cli/src/lib/Config.ts
diff --git a/src/lib/EnvironmentSelector.ts b/packages/cli/src/lib/EnvironmentSelector.ts
similarity index 95%
rename from src/lib/EnvironmentSelector.ts
rename to packages/cli/src/lib/EnvironmentSelector.ts
index 3ead547..9efade7 100644
--- a/src/lib/EnvironmentSelector.ts
+++ b/packages/cli/src/lib/EnvironmentSelector.ts
@@ -1,6 +1,6 @@
 import inquirer from 'inquirer';
 import { EnvironmentCode } from '../types';
-import { getAllEnvironments, getEnvironmentsByCodes, getEnvironmentDisplayName, getGlobalCapableEnvironments } from '../util/env';
+import { getAllEnvironments, getEnvironmentDisplayName, getGlobalCapableEnvironments } from '../util/env';
 
 export class EnvironmentSelector {
   async selectEnvironments(): Promise<EnvironmentCode[]> {
diff --git a/src/lib/PhaseSelector.ts b/packages/cli/src/lib/PhaseSelector.ts
similarity index 100%
rename from src/lib/PhaseSelector.ts
rename to packages/cli/src/lib/PhaseSelector.ts
diff --git a/src/lib/TemplateManager.ts b/packages/cli/src/lib/TemplateManager.ts
similarity index 100%
rename from src/lib/TemplateManager.ts
rename to packages/cli/src/lib/TemplateManager.ts
diff --git a/src/types.ts b/packages/cli/src/types.ts
similarity index 100%
rename from src/types.ts
rename to packages/cli/src/types.ts
diff --git a/src/util/env.ts b/packages/cli/src/util/env.ts
similarity index 100%
rename from src/util/env.ts
rename to packages/cli/src/util/env.ts
diff --git a/templates/commands/capture-knowledge.md b/packages/cli/templates/commands/capture-knowledge.md
similarity index 87%
rename from templates/commands/capture-knowledge.md
rename to packages/cli/templates/commands/capture-knowledge.md
index 1a5e72c..23b7f1d 100644
--- a/templates/commands/capture-knowledge.md
+++ b/packages/cli/templates/commands/capture-knowledge.md
@@ -6,6 +6,11 @@ description: Capture structured knowledge about a code entry point and save it t
 
 Guide me through creating a structured understanding of a code entry point and saving it to the knowledge docs.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 - Entry point (file, folder, function, API)
 - Why this entry point matters (feature, bug, investigation)
diff --git a/templates/commands/check-implementation.md b/packages/cli/templates/commands/check-implementation.md
similarity index 72%
rename from templates/commands/check-implementation.md
rename to packages/cli/templates/commands/check-implementation.md
index 11abeab..1f6a5b0 100644
--- a/templates/commands/check-implementation.md
+++ b/packages/cli/templates/commands/check-implementation.md
@@ -4,6 +4,11 @@ description: Compare implementation with design and requirements docs to ensure
 
 Compare the current implementation with the design in docs/ai/design/ and requirements in docs/ai/requirements/. Please follow this structured review:
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 1. Ask me for:
    - Feature/branch description
    - List of modified files
diff --git a/templates/commands/code-review.md b/packages/cli/templates/commands/code-review.md
similarity index 89%
rename from templates/commands/code-review.md
rename to packages/cli/templates/commands/code-review.md
index 8f9b91c..0668799 100644
--- a/templates/commands/code-review.md
+++ b/packages/cli/templates/commands/code-review.md
@@ -6,6 +6,11 @@ description: Perform a local code review before pushing changes, ensuring alignm
 
 You are helping me perform a local code review **before** I push changes. Please follow this structured workflow.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Brief feature/branch description
diff --git a/templates/commands/debug.md b/packages/cli/templates/commands/debug.md
similarity index 85%
rename from templates/commands/debug.md
rename to packages/cli/templates/commands/debug.md
index 9b3bb1b..c0167a4 100644
--- a/templates/commands/debug.md
+++ b/packages/cli/templates/commands/debug.md
@@ -6,6 +6,11 @@ description: Guide me through debugging a code issue by clarifying expectations,
 
 Help me debug an issue by clarifying expectations, identifying gaps, and agreeing on a fix plan before changing code.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Brief issue description (what is happening?)
diff --git a/templates/commands/execute-plan.md b/packages/cli/templates/commands/execute-plan.md
similarity index 89%
rename from templates/commands/execute-plan.md
rename to packages/cli/templates/commands/execute-plan.md
index 4d9806b..5bd6c3e 100644
--- a/templates/commands/execute-plan.md
+++ b/packages/cli/templates/commands/execute-plan.md
@@ -6,6 +6,11 @@ description: Execute a feature plan interactively, guiding me through each task
 
 Help me work through a feature plan one task at a time.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Feature name (kebab-case, e.g., `user-authentication`)
diff --git a/templates/commands/new-requirement.md b/packages/cli/templates/commands/new-requirement.md
similarity index 93%
rename from templates/commands/new-requirement.md
rename to packages/cli/templates/commands/new-requirement.md
index ff9bb45..44aaefb 100644
--- a/templates/commands/new-requirement.md
+++ b/packages/cli/templates/commands/new-requirement.md
@@ -4,6 +4,11 @@ description: Add new feature/requirement documentation and guide me through the
 
 I want to add a new feature/requirement. Please guide me through the complete development workflow:
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Capture Requirement
 First, ask me:
 - What is the feature name? (e.g., "user-authentication", "payment-integration")
diff --git a/packages/cli/templates/commands/remember.md b/packages/cli/templates/commands/remember.md
new file mode 100644
index 0000000..af0e595
--- /dev/null
+++ b/packages/cli/templates/commands/remember.md
@@ -0,0 +1,27 @@
+---
+description: Store reusable guidance in the knowledge memory service.
+---
+
+# Remember Knowledge
+
+When I say "remember this" or want to save a reusable rule, help me store it in the knowledge memory service.
+
+## Step 1: Capture Knowledge
+Ask me for:
+- A short, explicit title (5-12 words)
+- The detailed content (markdown, examples encouraged)
+- Optional tags (keywords like "api", "testing")
+- Optional scope (`global`, `project:<name>`, `repo:<name>`)
+
+If I'm vague, ask follow-ups to make it specific and actionable.
+
+## Step 2: Validate Quality
+- Ensure it is specific and reusable (not generic advice).
+- Avoid storing secrets or sensitive data.
+
+## Step 3: Store
+Call `memory.storeKnowledge` with title, content, tags, scope.
+If MCP tools are unavailable, use `ai-devkit memory store` instead.
+
+## Step 4: Confirm
+Summarize what was saved and offer to store more knowledge if needed.
\ No newline at end of file
diff --git a/templates/commands/review-design.md b/packages/cli/templates/commands/review-design.md
similarity index 65%
rename from templates/commands/review-design.md
rename to packages/cli/templates/commands/review-design.md
index 2cb3730..75fd811 100644
--- a/templates/commands/review-design.md
+++ b/packages/cli/templates/commands/review-design.md
@@ -3,6 +3,12 @@ description: Review the design documentation for a feature to ensure completenes
 ---
 
 Review the design documentation in docs/ai/design/feature-{name}.md (and the project-level README if relevant). Summarize:
+
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 - Architecture overview (ensure mermaid diagram is present and accurate)
 - Key components and their responsibilities
 - Technology choices and rationale
diff --git a/templates/commands/review-requirements.md b/packages/cli/templates/commands/review-requirements.md
similarity index 63%
rename from templates/commands/review-requirements.md
rename to packages/cli/templates/commands/review-requirements.md
index 8529369..96c40a4 100644
--- a/templates/commands/review-requirements.md
+++ b/packages/cli/templates/commands/review-requirements.md
@@ -3,6 +3,12 @@ description: Review the requirements documentation for a feature to ensure compl
 ---
 
 Please review `docs/ai/requirements/feature-{name}.md` and the project-level template `docs/ai/requirements/README.md` to ensure structure and content alignment. Summarize:
+
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 - Core problem statement and affected users
 - Goals, non-goals, and success criteria
 - Primary user stories & critical flows
diff --git a/templates/commands/simplify-implementation.md b/packages/cli/templates/commands/simplify-implementation.md
similarity index 94%
rename from templates/commands/simplify-implementation.md
rename to packages/cli/templates/commands/simplify-implementation.md
index 6fa2f9a..845c05c 100644
--- a/templates/commands/simplify-implementation.md
+++ b/packages/cli/templates/commands/simplify-implementation.md
@@ -6,6 +6,11 @@ description: Analyze and simplify existing implementations to reduce complexity,
 
 You are an expert engineer focused on reducing complexity and improving scalability. Help me simplify an existing implementation while maintaining or improving its functionality.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Target file(s) or component(s) to simplify
diff --git a/templates/commands/update-planning.md b/packages/cli/templates/commands/update-planning.md
similarity index 84%
rename from templates/commands/update-planning.md
rename to packages/cli/templates/commands/update-planning.md
index 8a1d6ae..5a2d934 100644
--- a/templates/commands/update-planning.md
+++ b/packages/cli/templates/commands/update-planning.md
@@ -6,6 +6,11 @@ description: Assist in updating planning documentation to reflect current implem
 
 Please help me reconcile the current implementation progress with our planning documentation.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Feature/branch name and brief status
diff --git a/templates/commands/writing-test.md b/packages/cli/templates/commands/writing-test.md
similarity index 86%
rename from templates/commands/writing-test.md
rename to packages/cli/templates/commands/writing-test.md
index e2262f7..009c819 100644
--- a/templates/commands/writing-test.md
+++ b/packages/cli/templates/commands/writing-test.md
@@ -4,6 +4,11 @@ description: Add tests for a new feature.
 
 Review `docs/ai/testing/feature-{name}.md` and ensure it mirrors the base template before writing tests.
 
+## Memory (use when helpful)
+- If you need clarification or project conventions, query `memory.searchKnowledge` with a brief task description, tags, and scope.
+- If I ask to save reusable guidance, run `/remember` (or call `memory.storeKnowledge`).
+- If MCP tools are unavailable, use `ai-devkit memory search` or `ai-devkit memory store`.
+
 ## Step 1: Gather Context
 Ask me for:
 - Feature name and branch
diff --git a/templates/env/base.md b/packages/cli/templates/env/base.md
similarity index 100%
rename from templates/env/base.md
rename to packages/cli/templates/env/base.md
diff --git a/templates/phases/deployment.md b/packages/cli/templates/phases/deployment.md
similarity index 100%
rename from templates/phases/deployment.md
rename to packages/cli/templates/phases/deployment.md
diff --git a/templates/phases/design.md b/packages/cli/templates/phases/design.md
similarity index 100%
rename from templates/phases/design.md
rename to packages/cli/templates/phases/design.md
diff --git a/templates/phases/implementation.md b/packages/cli/templates/phases/implementation.md
similarity index 100%
rename from templates/phases/implementation.md
rename to packages/cli/templates/phases/implementation.md
diff --git a/templates/phases/monitoring.md b/packages/cli/templates/phases/monitoring.md
similarity index 100%
rename from templates/phases/monitoring.md
rename to packages/cli/templates/phases/monitoring.md
diff --git a/templates/phases/planning.md b/packages/cli/templates/phases/planning.md
similarity index 100%
rename from templates/phases/planning.md
rename to packages/cli/templates/phases/planning.md
diff --git a/templates/phases/requirements.md b/packages/cli/templates/phases/requirements.md
similarity index 100%
rename from templates/phases/requirements.md
rename to packages/cli/templates/phases/requirements.md
diff --git a/templates/phases/testing.md b/packages/cli/templates/phases/testing.md
similarity index 100%
rename from templates/phases/testing.md
rename to packages/cli/templates/phases/testing.md
diff --git a/packages/cli/tsconfig.json b/packages/cli/tsconfig.json
new file mode 100644
index 0000000..475055a
--- /dev/null
+++ b/packages/cli/tsconfig.json
@@ -0,0 +1,9 @@
+{
+  "extends": "../../tsconfig.base.json",
+  "compilerOptions": {
+    "rootDir": "./src",
+    "outDir": "./dist"
+  },
+  "include": ["src/**/*"],
+  "exclude": ["node_modules", "dist", "src/__tests__"]
+}
diff --git a/.eslintrc.json b/packages/memory/.eslintrc.json
similarity index 99%
rename from .eslintrc.json
rename to packages/memory/.eslintrc.json
index 809effc..5255cb0 100644
--- a/.eslintrc.json
+++ b/packages/memory/.eslintrc.json
@@ -18,4 +18,3 @@
     "@typescript-eslint/explicit-function-return-type": "off"
   }
 }
-
diff --git a/packages/memory/.gitignore b/packages/memory/.gitignore
new file mode 100644
index 0000000..b16c64c
--- /dev/null
+++ b/packages/memory/.gitignore
@@ -0,0 +1,31 @@
+# Dependencies
+node_modules/
+
+# Build output
+dist/
+
+# Test coverage
+coverage/
+
+# SQLite database files
+*.db
+*.db-wal
+*.db-shm
+
+# IDE
+.idea/
+.vscode/
+*.swp
+*.swo
+
+# OS
+.DS_Store
+Thumbs.db
+
+# Logs
+*.log
+npm-debug.log*
+
+# Environment
+.env
+.env.local
diff --git a/packages/memory/.swcrc b/packages/memory/.swcrc
new file mode 100644
index 0000000..9d0c67a
--- /dev/null
+++ b/packages/memory/.swcrc
@@ -0,0 +1,21 @@
+{
+    "$schema": "https://json.schemastore.org/swcrc",
+    "jsc": {
+        "parser": {
+            "syntax": "typescript",
+            "decorators": false,
+            "dynamicImport": true
+        },
+        "target": "es2022",
+        "loose": false,
+        "externalHelpers": false,
+        "keepClassNames": true
+    },
+    "module": {
+        "type": "commonjs",
+        "strict": true,
+        "noInterop": false
+    },
+    "sourceMaps": true,
+    "minify": false
+}
\ No newline at end of file
diff --git a/packages/memory/README.md b/packages/memory/README.md
new file mode 100644
index 0000000..1ad3498
--- /dev/null
+++ b/packages/memory/README.md
@@ -0,0 +1,128 @@
+# @ai-devkit/memory
+
+A lightweight MCP-based memory service for AI agents. Store and retrieve actionable knowledge using SQLite with FTS5 full-text search.
+
+## Features
+
+- 🔍 **Full-Text Search** - FTS5 with BM25 ranking
+- 🏷️ **Tag-Based Filtering** - Boost results by contextTags
+- 📁 **Scoped Knowledge** - global, project, or repo-specific rules
+- 🔄 **Deduplication** - Prevents duplicate content
+- ⚡ **Fast** - SQLite with WAL mode, <50ms search latency
+- 📦 **Portable** - Single database file, no external dependencies
+
+## Installation
+
+```bash
+npm install @ai-devkit/memory
+```
+
+## Quick Start
+
+### As MCP Server
+
+Add to your MCP client configuration:
+
+```json
+{
+  "mcpServers": {
+    "memory": {
+      "command": "npx",
+      "args": ["@ai-devkit/memory"]
+    }
+  }
+}
+```
+
+### Using the Tools
+
+#### Store Knowledge
+
+```json
+{
+  "tool": "memory.storeKnowledge",
+  "arguments": {
+    "title": "Always use Response DTOs for API endpoints",
+    "content": "When building REST APIs, always use Response DTOs instead of returning domain entities directly. This provides better API versioning, security, and decoupling.",
+    "tags": ["api", "backend", "dto"],
+    "scope": "global"
+  }
+}
+```
+
+#### Search Knowledge
+
+```json
+{
+  "tool": "memory.searchKnowledge",
+  "arguments": {
+    "query": "building an API endpoint",
+    "contextTags": ["api"],
+    "limit": 5
+  }
+}
+```
+
+## API Reference
+
+### `memory.storeKnowledge`
+
+Store a new knowledge item.
+
+| Parameter | Type | Required | Description |
+|-----------|------|----------|-------------|
+| `title` | string | ✅ | Short description (10-100 chars) |
+| `content` | string | ✅ | Detailed explanation in markdown (50-5000 chars) |
+| `tags` | string[] | ❌ | Domain keywords (max 10) |
+| `scope` | string | ❌ | `global`, `project:<name>`, or `repo:<name>` |
+
+### `memory.searchKnowledge`
+
+Search for relevant knowledge.
+
+| Parameter | Type | Required | Description |
+|-----------|------|----------|-------------|
+| `query` | string | ✅ | Natural language task description (3-500 chars) |
+| `contextTags` | string[] | ❌ | Tags to boost matching results |
+| `scope` | string | ❌ | Scope filter (project results prioritized) |
+| `limit` | number | ❌ | Max results (1-20, default: 5) |
+
+## Ranking Algorithm
+
+Results are ranked using:
+
+```
+final_score = bm25_score × tag_boost + scope_boost
+
+Where:
+  bm25_score  = FTS5 bm25() with column weights (title=10, content=5, tags=1)
+  tag_boost   = 1 + (matching_tags × 0.1)
+  scope_boost = +0.5 if scope matches, +0.2 if global
+```
+
+## Database Location
+
+Default: `~/.ai-devkit/memory.db`
+
+## Development
+
+```bash
+# Install dependencies
+npm install
+
+# Build
+npm run build
+
+# Run tests
+npm test
+
+# Run with MCP Inspector
+npm run inspect
+
+# Start server
+npm run start
+```
+
+## License
+
+MIT
diff --git a/packages/memory/jest.config.js b/packages/memory/jest.config.js
new file mode 100644
index 0000000..1b16bfa
--- /dev/null
+++ b/packages/memory/jest.config.js
@@ -0,0 +1,34 @@
+/** @type {import('jest').Config} */
+module.exports = {
+    testEnvironment: 'node',
+    roots: ['<rootDir>/tests'],
+    testMatch: ['**/*.test.ts'],
+    transform: {
+        '^.+\\.(t|j)sx?$': ['@swc/jest', {
+            jsc: {
+                parser: {
+                    syntax: 'typescript',
+                },
+                target: 'es2022',
+            },
+            module: {
+                type: 'commonjs',
+            },
+        }],
+    },
+    collectCoverageFrom: [
+        'src/**/*.ts',
+        '!src/index.ts',
+        '!src/**/*.d.ts'
+    ],
+    coverageThreshold: {
+        global: {
+            branches: 80,
+            functions: 80,
+            lines: 80,
+            statements: 80
+        }
+    },
+    moduleFileExtensions: ['ts', 'js', 'json'],
+    verbose: true
+};
diff --git a/packages/memory/package-lock.json b/packages/memory/package-lock.json
new file mode 100644
index 0000000..f70f6b4
--- /dev/null
+++ b/packages/memory/package-lock.json
@@ -0,0 +1,7030 @@
+{
+    "name": "@ai-devkit/memory",
+    "version": "0.1.0",
+    "lockfileVersion": 3,
+    "requires": true,
+    "packages": {
+        "": {
+            "name": "@ai-devkit/memory",
+            "version": "0.1.0",
+            "license": "MIT",
+            "dependencies": {
+                "@modelcontextprotocol/sdk": "^1.0.0",
+                "better-sqlite3": "^11.0.0",
+                "uuid": "^10.0.0"
+            },
+            "bin": {
+                "ai-devkit-memory": "dist/index.js"
+            },
+            "devDependencies": {
+                "@swc/cli": "^0.5.2",
+                "@swc/core": "^1.10.0",
+                "@swc/jest": "^0.2.37",
+                "@types/better-sqlite3": "^7.6.11",
+                "@types/jest": "^29.5.12",
+                "@types/node": "^20.14.0",
+                "@types/uuid": "^10.0.0",
+                "chokidar": "^3.6.0",
+                "jest": "^29.7.0",
+                "typescript": "^5.4.5"
+            },
+            "engines": {
+                "node": ">=18.0.0"
+            }
+        },
+        "node_modules/@babel/code-frame": {
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+            "license": "MIT",
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diff --git a/packages/memory/package.json b/packages/memory/package.json
new file mode 100644
index 0000000..2981572
--- /dev/null
+++ b/packages/memory/package.json
@@ -0,0 +1,66 @@
+{
+    "name": "@ai-devkit/memory",
+    "version": "0.1.0",
+    "description": "Lightweight MCP-based memory service for AI agents - store and retrieve actionable knowledge",
+    "main": "dist/index.js",
+    "types": "dist/index.d.ts",
+    "exports": {
+        ".": {
+            "types": "./dist/index.d.ts",
+            "default": "./dist/index.js"
+        },
+        "./api": {
+            "types": "./dist/api.d.ts",
+            "default": "./dist/api.js"
+        }
+    },
+    "bin": {
+        "ai-devkit-memory": "./dist/index.js"
+    },
+    "scripts": {
+        "build": "swc src -d dist --strip-leading-paths && tsc --emitDeclarationOnly && cp -r src/database/migrations dist/database/",
+        "dev": "swc src -d dist --strip-leading-paths --watch",
+        "start": "node dist/index.js",
+        "inspect": "npm run build && npx @modelcontextprotocol/inspector node dist/index.js",
+        "typecheck": "tsc --noEmit",
+        "test": "jest",
+        "test:coverage": "jest --coverage",
+        "lint": "eslint src/**/*.ts",
+        "clean": "rm -rf dist"
+    },
+    "keywords": [
+        "mcp",
+        "memory",
+        "ai",
+        "agent",
+        "knowledge",
+        "sqlite",
+        "fts5"
+    ],
+    "author": "",
+    "license": "MIT",
+    "dependencies": {
+        "@modelcontextprotocol/sdk": "^1.0.0",
+        "better-sqlite3": "^11.0.0",
+        "uuid": "^10.0.0"
+    },
+    "devDependencies": {
+        "@swc/cli": "^0.5.2",
+        "@swc/core": "^1.10.0",
+        "@swc/jest": "^0.2.37",
+        "@types/better-sqlite3": "^7.6.11",
+        "@types/jest": "^29.5.12",
+        "@types/node": "^20.14.0",
+        "@types/uuid": "^10.0.0",
+        "chokidar": "^3.6.0",
+        "jest": "^29.7.0",
+        "typescript": "^5.4.5"
+    },
+    "engines": {
+        "node": ">=18.0.0"
+    },
+    "files": [
+        "dist",
+        "README.md"
+    ]
+}
\ No newline at end of file
diff --git a/packages/memory/project.json b/packages/memory/project.json
new file mode 100644
index 0000000..89725be
--- /dev/null
+++ b/packages/memory/project.json
@@ -0,0 +1,29 @@
+{
+  "name": "memory",
+  "root": "packages/memory",
+  "sourceRoot": "packages/memory/src",
+  "projectType": "library",
+  "targets": {
+    "build": {
+      "executor": "nx:run-commands",
+      "options": {
+        "command": "npm run build",
+        "cwd": "packages/memory"
+      }
+    },
+    "test": {
+      "executor": "nx:run-commands",
+      "options": {
+        "command": "npm run test",
+        "cwd": "packages/memory"
+      }
+    },
+    "lint": {
+      "executor": "nx:run-commands",
+      "options": {
+        "command": "npm run lint",
+        "cwd": "packages/memory"
+      }
+    }
+  }
+}
diff --git a/packages/memory/src/api.ts b/packages/memory/src/api.ts
new file mode 100644
index 0000000..43963f7
--- /dev/null
+++ b/packages/memory/src/api.ts
@@ -0,0 +1,43 @@
+import { storeKnowledge } from './handlers/store';
+import { searchKnowledge } from './handlers/search';
+import type { StoreKnowledgeInput, SearchKnowledgeInput, StoreKnowledgeResult, SearchKnowledgeResult } from './types';
+
+export { storeKnowledge, searchKnowledge };
+export type { StoreKnowledgeInput, SearchKnowledgeInput, StoreKnowledgeResult, SearchKnowledgeResult };
+
+// CLI command handlers for integration with main ai-devkit CLI
+export interface MemoryStoreOptions {
+    title: string;
+    content: string;
+    tags?: string;
+    scope?: string;
+}
+
+export interface MemorySearchOptions {
+    query: string;
+    tags?: string;
+    scope?: string;
+    limit?: number;
+}
+
+export function memoryStoreCommand(options: MemoryStoreOptions): StoreKnowledgeResult {
+    const input: StoreKnowledgeInput = {
+        title: options.title,
+        content: options.content,
+        tags: options.tags ? options.tags.split(',').map(t => t.trim()) : undefined,
+        scope: options.scope,
+    };
+
+    return storeKnowledge(input);
+}
+
+export function memorySearchCommand(options: MemorySearchOptions): SearchKnowledgeResult {
+    const input: SearchKnowledgeInput = {
+        query: options.query,
+        contextTags: options.tags ? options.tags.split(',').map(t => t.trim()) : undefined,
+        scope: options.scope,
+        limit: options.limit,
+    };
+
+    return searchKnowledge(input);
+}
diff --git a/packages/memory/src/database/connection.ts b/packages/memory/src/database/connection.ts
new file mode 100644
index 0000000..0455d2f
--- /dev/null
+++ b/packages/memory/src/database/connection.ts
@@ -0,0 +1,103 @@
+import Database from 'better-sqlite3';
+import { mkdirSync } from 'fs';
+import { dirname, join } from 'path';
+import { homedir } from 'os';
+
+/**
+ * Default database path: ~/.ai-devkit/memory.db
+ */
+export const DEFAULT_DB_PATH = join(homedir(), '.ai-devkit', 'memory.db');
+
+export interface DatabaseOptions {
+    dbPath?: string;
+    verbose?: boolean;
+    readonly?: boolean;
+}
+
+export class DatabaseConnection {
+    private db: Database.Database;
+    private readonly dbPath: string;
+
+    constructor(options: DatabaseOptions = {}) {
+        this.dbPath = options.dbPath ?? DEFAULT_DB_PATH;
+
+        const dir = dirname(this.dbPath);
+        mkdirSync(dir, { recursive: true });
+
+        this.db = new Database(this.dbPath, {
+            readonly: options.readonly ?? false,
+            verbose: options.verbose ? console.log : undefined,
+        });
+
+        this.configure();
+    }
+
+    private configure(): void {
+        this.db.pragma('journal_mode = WAL');
+        this.db.pragma('foreign_keys = ON');
+        this.db.pragma('synchronous = NORMAL');
+        this.db.pragma('busy_timeout = 5000');
+        this.db.pragma('mmap_size = 268435456');
+    }
+
+    get instance(): Database.Database {
+        return this.db;
+    }
+
+    get path(): string {
+        return this.dbPath;
+    }
+
+    get isOpen(): boolean {
+        return this.db.open;
+    }
+
+    query<T>(sql: string, params: unknown[] = []): T[] {
+        return this.db.prepare(sql).all(...params) as T[];
+    }
+
+    queryOne<T>(sql: string, params: unknown[] = []): T | undefined {
+        return this.db.prepare(sql).get(...params) as T | undefined;
+    }
+
+    execute(sql: string, params: unknown[] = []): Database.RunResult {
+        return this.db.prepare(sql).run(...params);
+    }
+    transaction<T>(fn: () => T): T {
+        return this.db.transaction(fn)();
+    }
+
+    close(): void {
+        if (this.db.open) {
+            this.db.close();
+        }
+    }
+}
+
+let instance: DatabaseConnection | null = null;
+let schemaInitialized = false;
+
+export function getDatabase(options?: DatabaseOptions): DatabaseConnection {
+    if (!instance) {
+        instance = new DatabaseConnection(options);
+    }
+
+    // Auto-run migrations on first access
+    if (!schemaInitialized) {
+        // Lazy import to avoid circular dependency
+        // eslint-disable-next-line @typescript-eslint/no-var-requires
+        const { initializeSchema } = require('./schema');
+        initializeSchema(instance);
+        schemaInitialized = true;
+    }
+
+    return instance;
+}
+
+export function closeDatabase(): void {
+    if (instance) {
+        instance.close();
+        instance = null;
+        schemaInitialized = false;
+    }
+}
\ No newline at end of file
diff --git a/packages/memory/src/database/index.ts b/packages/memory/src/database/index.ts
new file mode 100644
index 0000000..73694ca
--- /dev/null
+++ b/packages/memory/src/database/index.ts
@@ -0,0 +1,3 @@
+export { DatabaseConnection, getDatabase, closeDatabase, DEFAULT_DB_PATH } from './connection';
+export type { DatabaseOptions } from './connection';
+export { initializeSchema, getSchemaVersion, resetSchema } from './schema';
diff --git a/packages/memory/src/database/migrations/001_initial.sql b/packages/memory/src/database/migrations/001_initial.sql
new file mode 100644
index 0000000..5efa840
--- /dev/null
+++ b/packages/memory/src/database/migrations/001_initial.sql
@@ -0,0 +1,50 @@
+-- Migration 001: Initial schema
+-- Creates the core knowledge table and FTS5 index
+
+-- Main knowledge table (simplified: 9 fields)
+CREATE TABLE IF NOT EXISTS knowledge (
+  id TEXT PRIMARY KEY,
+  title TEXT NOT NULL CHECK (length(title) <= 100),
+  content TEXT NOT NULL CHECK (length(content) <= 5000),
+  tags TEXT NOT NULL DEFAULT '[]',
+  scope TEXT NOT NULL DEFAULT 'global',
+  normalized_title TEXT NOT NULL,
+  content_hash TEXT NOT NULL,
+  created_at TEXT NOT NULL,
+  updated_at TEXT NOT NULL,
+  
+  UNIQUE (normalized_title, scope),
+  UNIQUE (content_hash, scope)
+);
+
+-- FTS5 virtual table for full-text search
+-- Column weights for bm25(): title=10, content=5, tags=1
+CREATE VIRTUAL TABLE IF NOT EXISTS knowledge_fts USING fts5(
+  title,
+  content,
+  tags,
+  content='knowledge',
+  content_rowid='rowid',
+  tokenize='porter unicode61'
+);
+
+-- Triggers to keep FTS in sync
+CREATE TRIGGER IF NOT EXISTS knowledge_ai AFTER INSERT ON knowledge BEGIN
+  INSERT INTO knowledge_fts(rowid, title, content, tags)
+  VALUES (NEW.rowid, NEW.title, NEW.content, NEW.tags);
+END;
+
+CREATE TRIGGER IF NOT EXISTS knowledge_ad AFTER DELETE ON knowledge BEGIN
+  INSERT INTO knowledge_fts(knowledge_fts, rowid, title, content, tags)
+  VALUES ('delete', OLD.rowid, OLD.title, OLD.content, OLD.tags);
+END;
+
+CREATE TRIGGER IF NOT EXISTS knowledge_au AFTER UPDATE ON knowledge BEGIN
+  INSERT INTO knowledge_fts(knowledge_fts, rowid, title, content, tags)
+  VALUES ('delete', OLD.rowid, OLD.title, OLD.content, OLD.tags);
+  INSERT INTO knowledge_fts(rowid, title, content, tags)
+  VALUES (NEW.rowid, NEW.title, NEW.content, NEW.tags);
+END;
+
+-- Index for fast scope filtering
+CREATE INDEX IF NOT EXISTS idx_knowledge_scope ON knowledge(scope);
diff --git a/packages/memory/src/database/schema.ts b/packages/memory/src/database/schema.ts
new file mode 100644
index 0000000..fed857d
--- /dev/null
+++ b/packages/memory/src/database/schema.ts
@@ -0,0 +1,82 @@
+import { readFileSync, readdirSync } from 'fs';
+import { join } from 'path';
+import type { DatabaseConnection } from './connection';
+
+export function getSchemaVersion(db: DatabaseConnection): number {
+    const result = db.instance.pragma('user_version') as { user_version: number }[];
+    return result[0]?.user_version ?? 0;
+}
+
+function setSchemaVersion(db: DatabaseConnection, version: number): void {
+    db.instance.pragma(`user_version = ${version}`);
+}
+
+function getMigrationsDir(): string {
+    // In production, migrations are in dist/database/migrations
+    // In development/testing, they are in src/database/migrations
+    const distPath = join(__dirname, 'migrations');
+    return distPath;
+}
+
+function getMigrationFiles(): { version: number; path: string; name: string }[] {
+    const migrationsDir = getMigrationsDir();
+
+    let files: string[];
+    try {
+        files = readdirSync(migrationsDir)
+            .filter(f => f.endsWith('.sql'))
+            .sort();
+    } catch {
+        return [];
+    }
+
+    return files.map(file => {
+        const match = file.match(/^(\d+)_(.+)\.sql$/);
+        if (!match || !match[1] || !match[2]) {
+            throw new Error(`Invalid migration filename: ${file}. Expected format: 001_name.sql`);
+        }
+        return {
+            version: parseInt(match[1], 10),
+            name: match[2],
+            path: join(migrationsDir, file),
+        };
+    });
+}
+
+export function initializeSchema(db: DatabaseConnection): void {
+    const currentVersion = getSchemaVersion(db);
+    const migrations = getMigrationFiles();
+
+    const pendingMigrations = migrations.filter(m => m.version > currentVersion);
+
+    if (pendingMigrations.length === 0) {
+        return;
+    }
+
+    for (const migration of pendingMigrations) {
+        const sql = readFileSync(migration.path, 'utf-8');
+
+        db.transaction(() => {
+            db.instance.exec(sql);
+            setSchemaVersion(db, migration.version);
+        });
+    }
+}
+
+export function resetSchema(db: DatabaseConnection): void {
+    db.transaction(() => {
+        db.execute('DROP TABLE IF EXISTS knowledge_fts');
+        db.execute('DROP TABLE IF EXISTS knowledge');
+        setSchemaVersion(db, 0);
+    });
+
+    initializeSchema(db);
+}
+
+export function getPendingMigrations(db: DatabaseConnection): string[] {
+    const currentVersion = getSchemaVersion(db);
+    const migrations = getMigrationFiles();
+    return migrations
+        .filter(m => m.version > currentVersion)
+        .map(m => `${m.version}_${m.name}`);
+}
diff --git a/packages/memory/src/handlers/search.ts b/packages/memory/src/handlers/search.ts
new file mode 100644
index 0000000..3c57d98
--- /dev/null
+++ b/packages/memory/src/handlers/search.ts
@@ -0,0 +1,87 @@
+import { getDatabase } from '../database';
+import { buildFtsQuery, buildSearchQuery, buildSimpleQuery } from '../services/search';
+import { rankResults } from '../services/ranker';
+import { ValidationError } from '../utils/errors';
+import type { SearchKnowledgeInput, SearchKnowledgeResult } from '../types';
+
+const DEFAULT_LIMIT = 5;
+const MAX_LIMIT = 20;
+const MIN_QUERY_LENGTH = 3;
+const MAX_QUERY_LENGTH = 500;
+
+interface RawSearchRow {
+    id: string;
+    title: string;
+    content: string;
+    tags: string;
+    scope: string;
+    bm25_score: number;
+}
+
+export function searchKnowledge(input: SearchKnowledgeInput): SearchKnowledgeResult {
+    validateSearchInput(input);
+
+    const db = getDatabase();
+    const limit = Math.min(Math.max(input.limit ?? DEFAULT_LIMIT, 1), MAX_LIMIT);
+    const ftsQuery = buildFtsQuery(input.query);
+
+    let rows: RawSearchRow[];
+
+    if (ftsQuery === '') {
+        // Empty or invalid query - return recent items
+        const { sql, params } = buildSimpleQuery(input.scope, limit);
+        rows = db.query<RawSearchRow>(sql, params);
+    } else {
+        // Full-text search with BM25
+        const { sql, params } = buildSearchQuery(ftsQuery, input.scope, limit * 2);
+
+        try {
+            rows = db.query<RawSearchRow>(sql, params);
+        } catch (error) {
+            // FTS query syntax error - fallback to simple query
+            const { sql: fallbackSql, params: fallbackParams } = buildSimpleQuery(input.scope, limit);
+            rows = db.query<RawSearchRow>(fallbackSql, fallbackParams);
+        }
+    }
+
+    // Apply ranking with tag and scope boosts
+    const ranked = rankResults(rows, {
+        contextTags: input.contextTags,
+        queryScope: input.scope,
+    });
+
+    // Limit to requested count
+    const results = ranked.slice(0, limit);
+
+    return {
+        results,
+        totalMatches: ranked.length,
+        query: input.query,
+    };
+}
+
+function validateSearchInput(input: SearchKnowledgeInput): void {
+    const errors: string[] = [];
+
+    if (!input.query || typeof input.query !== 'string') {
+        errors.push('Query is required');
+    } else {
+        const trimmed = input.query.trim();
+        if (trimmed.length < MIN_QUERY_LENGTH) {
+            errors.push(`Query must be at least ${MIN_QUERY_LENGTH} characters`);
+        }
+        if (trimmed.length > MAX_QUERY_LENGTH) {
+            errors.push(`Query must be at most ${MAX_QUERY_LENGTH} characters`);
+        }
+    }
+
+    if (input.limit !== undefined) {
+        if (typeof input.limit !== 'number' || input.limit < 1) {
+            errors.push('Limit must be a positive number');
+        }
+    }
+
+    if (errors.length > 0) {
+        throw new ValidationError(errors.join('; '), { errors });
+    }
+}
diff --git a/packages/memory/src/handlers/store.ts b/packages/memory/src/handlers/store.ts
new file mode 100644
index 0000000..8e9214b
--- /dev/null
+++ b/packages/memory/src/handlers/store.ts
@@ -0,0 +1,80 @@
+import { v4 as uuidv4 } from 'uuid';
+import { getDatabase } from '../database';
+import { validateStoreInput } from '../services/validator';
+import { normalizeTitle, normalizeScope, normalizeTags, hashContent } from '../services/normalizer';
+import { DuplicateError, StorageError } from '../utils/errors';
+import type { StoreKnowledgeInput, StoreKnowledgeResult, KnowledgeRow } from '../types';
+
+export function storeKnowledge(input: StoreKnowledgeInput): StoreKnowledgeResult {
+    validateStoreInput(input);
+
+    const db = getDatabase();
+    const now = new Date().toISOString();
+    const normalizedTitle = normalizeTitle(input.title);
+    const scope = normalizeScope(input.scope);
+    const tags = normalizeTags(input.tags ?? []);
+    const contentHash = hashContent(input.content);
+    const id = uuidv4();
+
+    try {
+        return db.transaction(() => {
+            const existingByTitle = db.queryOne<KnowledgeRow>(
+                'SELECT id FROM knowledge WHERE normalized_title = ? AND scope = ?',
+                [normalizedTitle, scope]
+            );
+
+            if (existingByTitle) {
+                throw new DuplicateError(
+                    'Knowledge with similar title already exists in this scope',
+                    existingByTitle.id,
+                    'title'
+                );
+            }
+
+            const existingByHash = db.queryOne<KnowledgeRow>(
+                'SELECT id FROM knowledge WHERE content_hash = ? AND scope = ?',
+                [contentHash, scope]
+            );
+
+            if (existingByHash) {
+                throw new DuplicateError(
+                    'Knowledge with identical content already exists in this scope',
+                    existingByHash.id,
+                    'content'
+                );
+            }
+
+            db.execute(
+                `INSERT INTO knowledge (
+          id, title, content, tags, scope,
+          normalized_title, content_hash, created_at, updated_at
+        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)`,
+                [
+                    id,
+                    input.title.trim(),
+                    input.content.trim(),
+                    JSON.stringify(tags),
+                    scope,
+                    normalizedTitle,
+                    contentHash,
+                    now,
+                    now
+                ]
+            );
+
+            return {
+                success: true,
+                id,
+                message: 'Knowledge stored successfully'
+            };
+        });
+    } catch (error) {
+        if (error instanceof DuplicateError) {
+            throw error;
+        }
+        throw new StorageError(
+            'Failed to store knowledge',
+            { originalError: error instanceof Error ? error.message : String(error) }
+        );
+    }
+}
\ No newline at end of file
diff --git a/packages/memory/src/index.ts b/packages/memory/src/index.ts
new file mode 100644
index 0000000..05455a2
--- /dev/null
+++ b/packages/memory/src/index.ts
@@ -0,0 +1,8 @@
+#!/usr/bin/env node
+
+import { runServer } from './server';
+
+runServer().catch((error: Error) => {
+    console.error('Failed to start server:', error);
+    process.exit(1);
+});
diff --git a/packages/memory/src/server.ts b/packages/memory/src/server.ts
new file mode 100644
index 0000000..3b9c58f
--- /dev/null
+++ b/packages/memory/src/server.ts
@@ -0,0 +1,155 @@
+import { Server } from '@modelcontextprotocol/sdk/server/index.js';
+import { StdioServerTransport } from '@modelcontextprotocol/sdk/server/stdio.js';
+import {
+    CallToolRequestSchema,
+    ListToolsRequestSchema,
+} from '@modelcontextprotocol/sdk/types.js';
+import { storeKnowledge } from './handlers/store';
+import { searchKnowledge } from './handlers/search';
+import { KnowledgeMemoryError } from './utils/errors';
+import type { StoreKnowledgeInput, SearchKnowledgeInput } from './types';
+
+const SERVER_NAME = 'ai-devkit-memory';
+const SERVER_VERSION = '0.1.0';
+
+const STORE_TOOL = {
+    name: 'memory.storeKnowledge',
+    description: 'Store a new knowledge item. Use this to save actionable guidelines, rules, or patterns for future reference.',
+    inputSchema: {
+        type: 'object' as const,
+        properties: {
+            title: {
+                type: 'string',
+                description: 'Short, explicit description of the rule (5-12 words, 10-100 chars)',
+            },
+            content: {
+                type: 'string',
+                description: 'Detailed explanation in markdown format. Supports code blocks and examples. (50-5000 chars)',
+            },
+            tags: {
+                type: 'array',
+                items: { type: 'string' },
+                description: 'Optional domain keywords (e.g., ["api", "backend"]). Max 10 tags.',
+            },
+            scope: {
+                type: 'string',
+                description: 'Optional scope: "global", "project:<name>", or "repo:<name>". Default: "global"',
+            },
+        },
+        required: ['title', 'content'],
+    },
+};
+
+const SEARCH_TOOL = {
+    name: 'memory.searchKnowledge',
+    description: 'Search for relevant knowledge based on a task description. Returns ranked results.',
+    inputSchema: {
+        type: 'object' as const,
+        properties: {
+            query: {
+                type: 'string',
+                description: 'Natural language task description to search for relevant knowledge (3-500 chars)',
+            },
+            contextTags: {
+                type: 'array',
+                items: { type: 'string' },
+                description: 'Optional tags to boost matching results (e.g., ["api", "backend"])',
+            },
+            scope: {
+                type: 'string',
+                description: 'Optional project/repo scope filter. Results from this scope are prioritized.',
+            },
+            limit: {
+                type: 'number',
+                description: 'Maximum number of results to return (1-20, default: 5)',
+            },
+        },
+        required: ['query'],
+    },
+};
+
+export function createServer(): Server {
+    const server = new Server(
+        {
+            name: SERVER_NAME,
+            version: SERVER_VERSION,
+        },
+        {
+            capabilities: {
+                tools: {},
+            },
+        }
+    );
+
+    // List available tools
+    server.setRequestHandler(ListToolsRequestSchema, async () => {
+        return {
+            tools: [STORE_TOOL, SEARCH_TOOL],
+        };
+    });
+
+    // Handle tool calls
+    server.setRequestHandler(CallToolRequestSchema, async (request) => {
+        const { name, arguments: args } = request.params;
+
+        try {
+            if (name === 'memory.storeKnowledge') {
+                const input = args as unknown as StoreKnowledgeInput;
+                const result = storeKnowledge(input);
+                return {
+                    content: [
+                        {
+                            type: 'text' as const,
+                            text: JSON.stringify(result, null, 2),
+                        },
+                    ],
+                };
+            }
+
+            if (name === 'memory.searchKnowledge') {
+                const input = args as unknown as SearchKnowledgeInput;
+                const result = searchKnowledge(input);
+                return {
+                    content: [
+                        {
+                            type: 'text' as const,
+                            text: JSON.stringify(result, null, 2),
+                        },
+                    ],
+                };
+            }
+
+            return {
+                content: [
+                    {
+                        type: 'text' as const,
+                        text: JSON.stringify({ error: 'UNKNOWN_TOOL', message: `Unknown tool: ${name}` }),
+                    },
+                ],
+                isError: true,
+            };
+        } catch (error) {
+            const errorResponse = error instanceof KnowledgeMemoryError
+                ? error.toJSON()
+                : { error: 'INTERNAL_ERROR', message: error instanceof Error ? error.message : String(error) };
+
+            return {
+                content: [
+                    {
+                        type: 'text' as const,
+                        text: JSON.stringify(errorResponse, null, 2),
+                    },
+                ],
+                isError: true,
+            };
+        }
+    });
+
+    return server;
+}
+
+export async function runServer(): Promise<void> {
+    const server = createServer();
+    const transport = new StdioServerTransport();
+    await server.connect(transport);
+}
diff --git a/packages/memory/src/services/normalizer.ts b/packages/memory/src/services/normalizer.ts
new file mode 100644
index 0000000..c219c47
--- /dev/null
+++ b/packages/memory/src/services/normalizer.ts
@@ -0,0 +1,51 @@
+import { createHash } from 'crypto';
+
+/**
+ * Normalize title for deduplication
+ */
+export function normalizeTitle(title: string): string {
+    return title
+        .toLowerCase()
+        .trim()
+        .replace(/\s+/g, ' ');
+}
+
+/**
+ * Normalize content for hashing
+ */
+export function normalizeContent(content: string): string {
+    return content
+        .trim()
+        .replace(/\r\n/g, '\n')
+        .replace(/\r/g, '\n')
+        .replace(/\n{3,}/g, '\n\n');
+}
+
+/**
+ * Generate SHA-256 hash of normalized content for deduplication
+ */
+export function hashContent(content: string): string {
+    const normalized = normalizeContent(content);
+    return createHash('sha256').update(normalized, 'utf8').digest('hex');
+}
+
+/**
+ * Normalize tags
+ */
+export function normalizeTags(tags: string[]): string[] {
+    const normalized = tags
+        .map(tag => tag.toLowerCase().trim())
+        .filter(tag => tag.length > 0);
+
+    return [...new Set(normalized)];
+}
+
+/**
+ * Validate and normalize scope
+ */
+export function normalizeScope(scope?: string): string {
+    if (!scope || scope.trim() === '') {
+        return 'global';
+    }
+    return scope.trim().toLowerCase();
+}
\ No newline at end of file
diff --git a/packages/memory/src/services/ranker.ts b/packages/memory/src/services/ranker.ts
new file mode 100644
index 0000000..5bc10a3
--- /dev/null
+++ b/packages/memory/src/services/ranker.ts
@@ -0,0 +1,95 @@
+import type { SearchResultItem } from '../types';
+
+interface RawSearchResult {
+    id: string;
+    title: string;
+    content: string;
+    tags: string;
+    scope: string;
+    bm25_score: number;
+}
+
+interface RankingContext {
+    contextTags?: string[];
+    queryScope?: string | null;
+}
+
+/**
+ * Calculate tag boost based on matching contextTags
+ * +10% per matching tag
+ */
+function calculateTagBoost(itemTags: string[], contextTags: string[]): number {
+    if (!contextTags || contextTags.length === 0) {
+        return 1.0;
+    }
+
+    const itemTagsLower = itemTags.map(t => t.toLowerCase());
+    const contextTagsLower = contextTags.map(t => t.toLowerCase());
+
+    let matchCount = 0;
+    for (const tag of contextTagsLower) {
+        if (itemTagsLower.includes(tag)) {
+            matchCount++;
+        }
+    }
+
+    return 1 + (matchCount * 0.1);
+}
+
+/**
+ * Calculate scope boost
+ * +0.5 if scope matches query scope
+ * +0.2 if global
+ * 0 otherwise
+ */
+function calculateScopeBoost(itemScope: string, queryScope?: string | null): number {
+    if (queryScope && itemScope === queryScope) {
+        return 0.5;
+    }
+    if (itemScope === 'global') {
+        return 0.2;
+    }
+    return 0;
+}
+
+/**
+ * Apply ranking formula to search results
+ * 
+ * Formula: final_score = bm25_score × tag_boost + scope_boost
+ */
+export function rankResults(
+    results: RawSearchResult[],
+    context: RankingContext
+): SearchResultItem[] {
+    const ranked = results.map(result => {
+        let tags: string[];
+        try {
+            tags = JSON.parse(result.tags) as string[];
+        } catch {
+            tags = [];
+        }
+
+        const tagBoost = calculateTagBoost(tags, context.contextTags ?? []);
+        const scopeBoost = calculateScopeBoost(result.scope, context.queryScope);
+
+        // BM25 returns negative values (closer to 0 = better match)
+        // We negate it to make higher values better
+        const normalizedBm25 = -result.bm25_score;
+
+        const finalScore = (normalizedBm25 * tagBoost) + scopeBoost;
+
+        return {
+            id: result.id,
+            title: result.title,
+            content: result.content,
+            tags,
+            scope: result.scope,
+            score: Math.round(finalScore * 1000) / 1000,
+        };
+    });
+
+    // Sort by score descending
+    ranked.sort((a, b) => b.score - a.score);
+
+    return ranked;
+}
diff --git a/packages/memory/src/services/search.ts b/packages/memory/src/services/search.ts
new file mode 100644
index 0000000..d28c847
--- /dev/null
+++ b/packages/memory/src/services/search.ts
@@ -0,0 +1,103 @@
+/**
+ * FTS5 Query Builder
+ * Converts natural language queries to FTS5 match expressions
+ */
+
+/**
+ * Escape special FTS5 characters to prevent query syntax errors
+ */
+function escapeFtsSpecialChars(text: string): string {
+    // FTS5 special characters: " * ^ - : OR AND NOT ( )
+    return text
+        .replace(/"/g, '""')  // Escape quotes by doubling
+        .replace(/[*^():-]/g, ' ')  // Replace operators with space (including hyphen)
+        .replace(/\b(AND|OR|NOT)\b/gi, '')  // Remove boolean operators
+        .trim()
+        .replace(/\s+/g, ' ');  // Collapse multiple spaces
+}
+
+/**
+ * Build FTS5 query from natural language input
+ * 
+ * Strategy:
+ * - Split query into words
+ * - Use prefix matching (*) for partial matches
+ * - Escape special characters
+ */
+export function buildFtsQuery(query: string): string {
+    const escaped = escapeFtsSpecialChars(query);
+    const words = escaped.split(/\s+/).filter(w => w.length > 0);
+
+    if (words.length === 0) {
+        return '';
+    }
+
+    // Use prefix matching for each word
+    // This allows "api design" to match "API", "designing", etc.
+    return words.map(word => `${word}*`).join(' ');
+}
+
+/**
+ * Build FTS5 query with column boosting
+ * Uses bm25() with weights: title=10, content=5, tags=1
+ */
+export function buildSearchQuery(
+    ftsQuery: string,
+    scope?: string | null,
+    limit = 5
+): { sql: string; params: unknown[] } {
+    const params: unknown[] = [];
+
+    let sql = `
+    SELECT 
+      k.id,
+      k.title,
+      k.content,
+      k.tags,
+      k.scope,
+      k.created_at,
+      k.updated_at,
+      bm25(knowledge_fts, 10.0, 5.0, 1.0) as bm25_score
+    FROM knowledge k
+    JOIN knowledge_fts fts ON k.rowid = fts.rowid
+    WHERE knowledge_fts MATCH ?
+  `;
+    params.push(ftsQuery);
+
+    if (scope) {
+        sql += ` AND (k.scope = ? OR k.scope = 'global')`;
+        params.push(scope);
+    }
+
+    sql += ` ORDER BY bm25_score LIMIT ?`;
+    params.push(limit);
+
+    return { sql, params };
+}
+
+/**
+ * Build simple search query without FTS (fallback for empty queries)
+ */
+export function buildSimpleQuery(
+    scope?: string | null,
+    limit = 5
+): { sql: string; params: unknown[] } {
+    const params: unknown[] = [];
+
+    let sql = `
+    SELECT 
+      id, title, content, tags, scope, created_at, updated_at,
+      0 as bm25_score
+    FROM knowledge
+  `;
+
+    if (scope) {
+        sql += ` WHERE scope = ? OR scope = 'global'`;
+        params.push(scope);
+    }
+
+    sql += ` ORDER BY created_at DESC LIMIT ?`;
+    params.push(limit);
+
+    return { sql, params };
+}
diff --git a/packages/memory/src/services/validator.ts b/packages/memory/src/services/validator.ts
new file mode 100644
index 0000000..427c329
--- /dev/null
+++ b/packages/memory/src/services/validator.ts
@@ -0,0 +1,126 @@
+import { ValidationError } from '../utils/errors';
+import type { StoreKnowledgeInput } from '../types';
+
+const TITLE_MIN_LENGTH = 10;
+const TITLE_MAX_LENGTH = 100;
+const CONTENT_MIN_LENGTH = 50;
+const CONTENT_MAX_LENGTH = 5000;
+const TAGS_MAX_COUNT = 10;
+
+const SCOPE_PATTERN = /^(global|project:[a-z0-9_-]+|repo:[a-z0-9_-]+)$/i;
+const TAG_PATTERN = /^[a-z0-9][a-z0-9-]*$/i;
+
+const GENERIC_PHRASES = [
+    'this is important',
+    'remember this',
+    'note to self',
+    'todo',
+    'fix this',
+    'do this',
+    'always do',
+    'never do',
+];
+
+export interface ValidationResult {
+    valid: boolean;
+    errors: string[];
+}
+
+export function validateTitle(title: string): ValidationResult {
+    const errors: string[] = [];
+
+    if (!title || title.trim().length === 0) {
+        errors.push('Title is required');
+    } else {
+        const trimmed = title.trim();
+        if (trimmed.length < TITLE_MIN_LENGTH) {
+            errors.push(`Title must be at least ${TITLE_MIN_LENGTH} characters`);
+        }
+        if (trimmed.length > TITLE_MAX_LENGTH) {
+            errors.push(`Title must be at most ${TITLE_MAX_LENGTH} characters`);
+        }
+    }
+
+    return { valid: errors.length === 0, errors };
+}
+
+export function validateContent(content: string): ValidationResult {
+    const errors: string[] = [];
+
+    if (!content || content.trim().length === 0) {
+        errors.push('Content is required');
+    } else {
+        const trimmed = content.trim();
+        if (trimmed.length < CONTENT_MIN_LENGTH) {
+            errors.push(`Content must be at least ${CONTENT_MIN_LENGTH} characters`);
+        }
+        if (trimmed.length > CONTENT_MAX_LENGTH) {
+            errors.push(`Content must be at most ${CONTENT_MAX_LENGTH} characters`);
+        }
+
+        // Check for generic/low-quality content
+        const lowerContent = trimmed.toLowerCase();
+        for (const phrase of GENERIC_PHRASES) {
+            if (lowerContent === phrase || lowerContent.startsWith(phrase + ' ')) {
+                errors.push('Content appears too generic. Please provide specific, actionable knowledge.');
+                break;
+            }
+        }
+    }
+
+    return { valid: errors.length === 0, errors };
+}
+
+export function validateTags(tags?: string[]): ValidationResult {
+    const errors: string[] = [];
+
+    if (!tags || tags.length === 0) {
+        return { valid: true, errors: [] };
+    }
+
+    if (tags.length > TAGS_MAX_COUNT) {
+        errors.push(`Maximum ${TAGS_MAX_COUNT} tags allowed`);
+    }
+
+    for (const tag of tags) {
+        if (!TAG_PATTERN.test(tag)) {
+            errors.push(`Invalid tag "${tag}". Tags must be alphanumeric with hyphens.`);
+        }
+    }
+
+    return { valid: errors.length === 0, errors };
+}
+
+export function validateScope(scope?: string): ValidationResult {
+    const errors: string[] = [];
+
+    if (!scope || scope === 'global') {
+        return { valid: true, errors: [] };
+    }
+
+    if (!SCOPE_PATTERN.test(scope)) {
+        errors.push('Invalid scope. Must be "global", "project:<name>", or "repo:<name>"');
+    }
+
+    return { valid: errors.length === 0, errors };
+}
+
+export function validateStoreInput(input: StoreKnowledgeInput): void {
+    const allErrors: string[] = [];
+
+    const titleResult = validateTitle(input.title);
+    allErrors.push(...titleResult.errors);
+
+    const contentResult = validateContent(input.content);
+    allErrors.push(...contentResult.errors);
+
+    const tagsResult = validateTags(input.tags);
+    allErrors.push(...tagsResult.errors);
+
+    const scopeResult = validateScope(input.scope);
+    allErrors.push(...scopeResult.errors);
+
+    if (allErrors.length > 0) {
+        throw new ValidationError(allErrors.join('; '), { errors: allErrors });
+    }
+}
diff --git a/packages/memory/src/types/index.ts b/packages/memory/src/types/index.ts
new file mode 100644
index 0000000..b25b161
--- /dev/null
+++ b/packages/memory/src/types/index.ts
@@ -0,0 +1,65 @@
+export interface KnowledgeItem {
+    id: string;
+    title: string;
+    content: string;
+    tags: string[];
+    scope: string;
+    normalizedTitle: string;
+    contentHash: string;
+    createdAt: string;
+    updatedAt: string;
+}
+
+export type KnowledgeScope = 'global' | `project:${string}` | `repo:${string}`;
+
+export interface StoreKnowledgeInput {
+    title: string;
+    content: string;
+    tags?: string[];
+    scope?: string;
+}
+
+export interface StoreKnowledgeResult {
+    success: boolean;
+    id?: string;
+    message: string;
+}
+
+export interface SearchKnowledgeInput {
+    query: string;
+    contextTags?: string[];
+    scope?: string;
+    limit?: number;
+}
+
+export interface SearchResultItem {
+    id: string;
+    title: string;
+    content: string;
+    tags: string[];
+    scope: string;
+    score: number;
+}
+
+export interface SearchKnowledgeResult {
+    results: SearchResultItem[];
+    totalMatches: number;
+    query: string;
+}
+
+export interface KnowledgeRow {
+    id: string;
+    title: string;
+    content: string;
+    tags: string;
+    scope: string;
+    normalized_title: string;
+    content_hash: string;
+    created_at: string;
+    updated_at: string;
+}
+
+export interface MetaRow {
+    key: string;
+    value: string;
+}
\ No newline at end of file
diff --git a/packages/memory/src/utils/errors.ts b/packages/memory/src/utils/errors.ts
new file mode 100644
index 0000000..ba858bc
--- /dev/null
+++ b/packages/memory/src/utils/errors.ts
@@ -0,0 +1,51 @@
+export class KnowledgeMemoryError extends Error {
+    constructor(
+        message: string,
+        public readonly code: string,
+        public readonly details?: Record<string, unknown>
+    ) {
+        super(message);
+        this.name = 'KnowledgeMemoryError';
+        Object.setPrototypeOf(this, new.target.prototype);
+    }
+
+    toJSON(): Record<string, unknown> {
+        return {
+            error: this.code,
+            message: this.message,
+            details: this.details,
+        };
+    }
+}
+
+export class ValidationError extends KnowledgeMemoryError {
+    constructor(message: string, details?: Record<string, unknown>) {
+        super(message, 'VALIDATION_ERROR', details);
+        this.name = 'ValidationError';
+    }
+}
+
+export class DuplicateError extends KnowledgeMemoryError {
+    constructor(
+        message: string,
+        public readonly existingId: string,
+        public readonly duplicateType: 'title' | 'content'
+    ) {
+        super(message, 'DUPLICATE_ERROR', { existingId, duplicateType });
+        this.name = 'DuplicateError';
+    }
+}
+
+export class StorageError extends KnowledgeMemoryError {
+    constructor(message: string, details?: Record<string, unknown>) {
+        super(message, 'STORAGE_ERROR', details);
+        this.name = 'StorageError';
+    }
+}
+
+export class NotFoundError extends KnowledgeMemoryError {
+    constructor(message: string, id?: string) {
+        super(message, 'NOT_FOUND_ERROR', id ? { id } : undefined);
+        this.name = 'NotFoundError';
+    }
+}
\ No newline at end of file
diff --git a/packages/memory/tests/integration/search.test.ts b/packages/memory/tests/integration/search.test.ts
new file mode 100644
index 0000000..e45fe95
--- /dev/null
+++ b/packages/memory/tests/integration/search.test.ts
@@ -0,0 +1,170 @@
+import { join } from 'path';
+import { tmpdir } from 'os';
+import { unlinkSync, existsSync } from 'fs';
+import { DatabaseConnection } from '../../src/database/connection';
+import { initializeSchema } from '../../src/database/schema';
+import { ValidationError } from '../../src/utils/errors';
+import { buildFtsQuery, buildSearchQuery, buildSimpleQuery } from '../../src/services/search';
+import { rankResults } from '../../src/services/ranker';
+import { normalizeTitle, normalizeScope, normalizeTags, hashContent } from '../../src/services/normalizer';
+import { v4 as uuidv4 } from 'uuid';
+
+// Direct search for testing
+function searchKnowledgeDirect(db: DatabaseConnection, input: {
+    query: string;
+    contextTags?: string[];
+    scope?: string;
+    limit?: number;
+}) {
+    if (!input.query || input.query.trim().length < 3) {
+        throw new ValidationError('Query must be at least 3 characters', {});
+    }
+    if (input.query.length > 500) {
+        throw new ValidationError('Query must be at most 500 characters', {});
+    }
+
+    const limit = Math.min(Math.max(input.limit ?? 5, 1), 20);
+    const ftsQuery = buildFtsQuery(input.query);
+
+    let rows: any[];
+    if (ftsQuery === '') {
+        const { sql, params } = buildSimpleQuery(input.scope, limit);
+        rows = db.query(sql, params);
+    } else {
+        const { sql, params } = buildSearchQuery(ftsQuery, input.scope, limit * 2);
+        try {
+            rows = db.query(sql, params);
+        } catch {
+            const { sql: fallbackSql, params: fallbackParams } = buildSimpleQuery(input.scope, limit);
+            rows = db.query(fallbackSql, fallbackParams);
+        }
+    }
+
+    const ranked = rankResults(rows, { contextTags: input.contextTags, queryScope: input.scope });
+    return { results: ranked.slice(0, limit), totalMatches: ranked.length, query: input.query };
+}
+
+// Direct store for seeding
+function storeKnowledgeDirect(db: DatabaseConnection, input: {
+    title: string;
+    content: string;
+    tags?: string[];
+    scope?: string;
+}) {
+    const now = new Date().toISOString();
+    const id = uuidv4();
+    const normalizedTitle = normalizeTitle(input.title);
+    const scope = normalizeScope(input.scope);
+    const tags = normalizeTags(input.tags ?? []);
+    const contentHash = hashContent(input.content);
+
+    db.execute(
+        `INSERT INTO knowledge (id, title, content, tags, scope, normalized_title, content_hash, created_at, updated_at)
+     VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)`,
+        [id, input.title.trim(), input.content.trim(), JSON.stringify(tags), scope, normalizedTitle, contentHash, now, now]
+    );
+    return { id };
+}
+
+describe('search handler', () => {
+    const testDbPath = join(tmpdir(), `test-search-${Date.now()}-${Math.random().toString(36)}.db`);
+    let db: DatabaseConnection;
+
+    const seedData = [
+        {
+            title: 'Always use Response DTOs for API endpoints',
+            content: 'When building REST APIs, always use Response DTOs instead of returning domain entities directly. This provides better API versioning.',
+            tags: ['api', 'backend', 'dto'],
+            scope: 'global',
+        },
+        {
+            title: 'Use dependency injection for better testability',
+            content: 'All services should receive their dependencies through constructor injection. This makes unit testing easier.',
+            tags: ['testing', 'architecture', 'di'],
+            scope: 'global',
+        },
+        {
+            title: 'Project specific API versioning strategy',
+            content: 'In this project we use URL-based versioning for APIs. All endpoints prefixed with /v1/, /v2/, etc.',
+            tags: ['api', 'versioning'],
+            scope: 'project:myapp',
+        },
+    ];
+
+    beforeAll(() => {
+        db = new DatabaseConnection({ dbPath: testDbPath });
+        initializeSchema(db);
+        for (const item of seedData) {
+            storeKnowledgeDirect(db, item);
+        }
+    });
+
+    afterAll(() => {
+        db.close();
+        try {
+            if (existsSync(testDbPath)) unlinkSync(testDbPath);
+            if (existsSync(testDbPath + '-wal')) unlinkSync(testDbPath + '-wal');
+            if (existsSync(testDbPath + '-shm')) unlinkSync(testDbPath + '-shm');
+        } catch { }
+    });
+
+    describe('basic search', () => {
+        it('should find relevant results for query', () => {
+            const result = searchKnowledgeDirect(db, { query: 'API endpoint' });
+            expect(result.results.length).toBeGreaterThan(0);
+            expect(result.query).toBe('API endpoint');
+        });
+
+        it('should return results with required fields', () => {
+            const result = searchKnowledgeDirect(db, { query: 'testing' });
+            const first = result.results[0];
+            expect(first).toHaveProperty('id');
+            expect(first).toHaveProperty('title');
+            expect(first).toHaveProperty('content');
+            expect(first).toHaveProperty('tags');
+            expect(first).toHaveProperty('scope');
+            expect(first).toHaveProperty('score');
+        });
+
+        it('should respect limit parameter', () => {
+            const result = searchKnowledgeDirect(db, { query: 'API', limit: 1 });
+            expect(result.results.length).toBeLessThanOrEqual(1);
+        });
+    });
+
+    describe('ranking', () => {
+        it('should rank API-specific rules in top results for API queries', () => {
+            const result = searchKnowledgeDirect(db, { query: 'building API endpoint' });
+            const topTitles = result.results.slice(0, 3).map(r => r.title.toLowerCase());
+            const hasApiResult = topTitles.some(t => t.includes('api'));
+            expect(hasApiResult).toBe(true);
+        });
+
+        it('should prioritize project scope when specified', () => {
+            const result = searchKnowledgeDirect(db, { query: 'API versioning', scope: 'project:myapp' });
+            const projectResult = result.results.find(r => r.scope === 'project:myapp');
+            const globalResult = result.results.find(r => r.scope === 'global');
+            if (projectResult && globalResult) {
+                expect(projectResult.score).toBeGreaterThan(globalResult.score);
+            }
+        });
+    });
+
+    describe('validation', () => {
+        it('should reject query shorter than 3 chars', () => {
+            expect(() => searchKnowledgeDirect(db, { query: 'ab' })).toThrow(ValidationError);
+        });
+
+        it('should reject query longer than 500 chars', () => {
+            expect(() => searchKnowledgeDirect(db, { query: 'a'.repeat(501) })).toThrow(ValidationError);
+        });
+    });
+
+    describe('empty results', () => {
+        it('should return empty array for no matches', () => {
+            const result = searchKnowledgeDirect(db, { query: 'xyznonexistent123' });
+            expect(result.results).toEqual([]);
+            expect(result.totalMatches).toBe(0);
+        });
+    });
+});
diff --git a/packages/memory/tests/integration/store.test.ts b/packages/memory/tests/integration/store.test.ts
new file mode 100644
index 0000000..952e7be
--- /dev/null
+++ b/packages/memory/tests/integration/store.test.ts
@@ -0,0 +1,137 @@
+import { join } from 'path';
+import { tmpdir } from 'os';
+import { unlinkSync, existsSync } from 'fs';
+import { DatabaseConnection } from '../../src/database/connection';
+import { initializeSchema } from '../../src/database/schema';
+import { ValidationError, DuplicateError } from '../../src/utils/errors';
+import { validateStoreInput } from '../../src/services/validator';
+import { normalizeTitle, normalizeScope, normalizeTags, hashContent } from '../../src/services/normalizer';
+import { v4 as uuidv4 } from 'uuid';
+
+function storeKnowledgeDirect(db: DatabaseConnection, input: {
+    title: string;
+    content: string;
+    tags?: string[];
+    scope?: string;
+}) {
+    validateStoreInput(input);
+
+    const now = new Date().toISOString();
+    const normalizedTitle = normalizeTitle(input.title);
+    const scope = normalizeScope(input.scope);
+    const tags = normalizeTags(input.tags ?? []);
+    const contentHash = hashContent(input.content);
+    const id = uuidv4();
+
+    return db.transaction(() => {
+        const existingByTitle = db.queryOne<{ id: string }>(
+            'SELECT id FROM knowledge WHERE normalized_title = ? AND scope = ?',
+            [normalizedTitle, scope]
+        );
+
+        if (existingByTitle) {
+            throw new DuplicateError('Duplicate title', existingByTitle.id, 'title');
+        }
+
+        const existingByHash = db.queryOne<{ id: string }>(
+            'SELECT id FROM knowledge WHERE content_hash = ? AND scope = ?',
+            [contentHash, scope]
+        );
+
+        if (existingByHash) {
+            throw new DuplicateError('Duplicate content', existingByHash.id, 'content');
+        }
+
+        db.execute(
+            `INSERT INTO knowledge (id, title, content, tags, scope, normalized_title, content_hash, created_at, updated_at)
+       VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)`,
+            [id, input.title.trim(), input.content.trim(), JSON.stringify(tags), scope, normalizedTitle, contentHash, now, now]
+        );
+
+        return { success: true, id, message: 'Stored' };
+    });
+}
+
+describe('store handler', () => {
+    const testDbPath = join(tmpdir(), `test-store-${Date.now()}-${Math.random().toString(36)}.db`);
+    let db: DatabaseConnection;
+
+    beforeAll(() => {
+        db = new DatabaseConnection({ dbPath: testDbPath });
+        initializeSchema(db);
+    });
+
+    afterAll(() => {
+        db.close();
+        try {
+            if (existsSync(testDbPath)) unlinkSync(testDbPath);
+            if (existsSync(testDbPath + '-wal')) unlinkSync(testDbPath + '-wal');
+            if (existsSync(testDbPath + '-shm')) unlinkSync(testDbPath + '-shm');
+        } catch { }
+    });
+
+    beforeEach(() => {
+        db.execute('DELETE FROM knowledge');
+    });
+
+    const validInput = {
+        title: 'Always use Response DTOs for API endpoints',
+        content: 'When building REST APIs, always use Response DTOs instead of returning domain entities directly. This provides better API versioning.',
+        tags: ['api', 'backend'],
+        scope: 'global',
+    };
+
+    describe('successful storage', () => {
+        it('should store valid knowledge and return id', () => {
+            const result = storeKnowledgeDirect(db, validInput);
+            expect(result.success).toBe(true);
+            expect(result.id).toMatch(/^[0-9a-f-]{36}$/);
+        });
+
+        it('should persist knowledge in database', () => {
+            const result = storeKnowledgeDirect(db, validInput);
+            const stored = db.queryOne<{ title: string }>('SELECT title FROM knowledge WHERE id = ?', [result.id]);
+            expect(stored?.title).toBe(validInput.title);
+        });
+
+        it('should normalize and store tags as JSON', () => {
+            const result = storeKnowledgeDirect(db, { ...validInput, tags: ['API', 'Backend', 'API'] });
+            const stored = db.queryOne<{ tags: string }>('SELECT tags FROM knowledge WHERE id = ?', [result.id]);
+            expect(JSON.parse(stored?.tags || '[]')).toEqual(['api', 'backend']);
+        });
+
+        it('should use global scope by default', () => {
+            const result = storeKnowledgeDirect(db, { title: validInput.title, content: validInput.content });
+            const stored = db.queryOne<{ scope: string }>('SELECT scope FROM knowledge WHERE id = ?', [result.id]);
+            expect(stored?.scope).toBe('global');
+        });
+    });
+
+    describe('validation errors', () => {
+        it('should reject short title', () => {
+            expect(() => storeKnowledgeDirect(db, { ...validInput, title: 'Short' })).toThrow(ValidationError);
+        });
+
+        it('should reject short content', () => {
+            expect(() => storeKnowledgeDirect(db, { ...validInput, content: 'Too short' })).toThrow(ValidationError);
+        });
+    });
+
+    describe('duplicate detection', () => {
+        it('should reject duplicate title in same scope', () => {
+            storeKnowledgeDirect(db, validInput);
+            expect(() => storeKnowledgeDirect(db, { ...validInput, content: 'This is completely different content that should still trigger a duplicate title error in the same scope.' })).toThrow(DuplicateError);
+        });
+
+        it('should reject duplicate content in same scope', () => {
+            storeKnowledgeDirect(db, validInput);
+            expect(() => storeKnowledgeDirect(db, { ...validInput, title: 'Different title that is long enough' })).toThrow(DuplicateError);
+        });
+
+        it('should allow same title in different scope', () => {
+            storeKnowledgeDirect(db, validInput);
+            const result = storeKnowledgeDirect(db, { ...validInput, scope: 'project:other' });
+            expect(result.success).toBe(true);
+        });
+    });
+});
diff --git a/packages/memory/tests/unit/normalizer.test.ts b/packages/memory/tests/unit/normalizer.test.ts
new file mode 100644
index 0000000..5b4e152
--- /dev/null
+++ b/packages/memory/tests/unit/normalizer.test.ts
@@ -0,0 +1,111 @@
+import {
+    normalizeTitle,
+    normalizeContent,
+    hashContent,
+    normalizeTags,
+    normalizeScope,
+} from '../../src/services/normalizer';
+
+describe('normalizer', () => {
+    describe('normalizeTitle', () => {
+        it('should lowercase the title', () => {
+            expect(normalizeTitle('Use Response DTOs')).toBe('use response dtos');
+        });
+
+        it('should trim whitespace', () => {
+            expect(normalizeTitle('  spaced title  ')).toBe('spaced title');
+        });
+
+        it('should collapse multiple spaces', () => {
+            expect(normalizeTitle('multiple   spaces   here')).toBe('multiple spaces here');
+        });
+
+        it('should handle all transformations together', () => {
+            expect(normalizeTitle('  Use  Response  DTOs  ')).toBe('use response dtos');
+        });
+    });
+
+    describe('normalizeContent', () => {
+        it('should trim content', () => {
+            expect(normalizeContent('  content  ')).toBe('content');
+        });
+
+        it('should normalize CRLF to LF', () => {
+            expect(normalizeContent('line1\r\nline2')).toBe('line1\nline2');
+        });
+
+        it('should normalize CR to LF', () => {
+            expect(normalizeContent('line1\rline2')).toBe('line1\nline2');
+        });
+
+        it('should collapse multiple blank lines', () => {
+            expect(normalizeContent('para1\n\n\n\npara2')).toBe('para1\n\npara2');
+        });
+    });
+
+    describe('hashContent', () => {
+        it('should return consistent SHA-256 hash', () => {
+            const hash1 = hashContent('test content');
+            const hash2 = hashContent('test content');
+            expect(hash1).toBe(hash2);
+        });
+
+        it('should return 64 character hex string', () => {
+            const hash = hashContent('test');
+            expect(hash).toMatch(/^[a-f0-9]{64}$/);
+        });
+
+        it('should normalize before hashing', () => {
+            const hash1 = hashContent('  test  ');
+            const hash2 = hashContent('test');
+            expect(hash1).toBe(hash2);
+        });
+
+        it('should produce different hashes for different content', () => {
+            const hash1 = hashContent('content a');
+            const hash2 = hashContent('content b');
+            expect(hash1).not.toBe(hash2);
+        });
+    });
+
+    describe('normalizeTags', () => {
+        it('should lowercase tags', () => {
+            expect(normalizeTags(['API', 'Backend'])).toEqual(['api', 'backend']);
+        });
+
+        it('should trim whitespace', () => {
+            expect(normalizeTags(['  api  ', 'backend'])).toEqual(['api', 'backend']);
+        });
+
+        it('should remove duplicates', () => {
+            expect(normalizeTags(['api', 'API', 'Api'])).toEqual(['api']);
+        });
+
+        it('should filter empty strings', () => {
+            expect(normalizeTags(['api', '', '  '])).toEqual(['api']);
+        });
+
+        it('should handle empty array', () => {
+            expect(normalizeTags([])).toEqual([]);
+        });
+    });
+
+    describe('normalizeScope', () => {
+        it('should return global for undefined', () => {
+            expect(normalizeScope(undefined)).toBe('global');
+        });
+
+        it('should return global for empty string', () => {
+            expect(normalizeScope('')).toBe('global');
+            expect(normalizeScope('   ')).toBe('global');
+        });
+
+        it('should lowercase scope', () => {
+            expect(normalizeScope('Project:MyApp')).toBe('project:myapp');
+        });
+
+        it('should trim scope', () => {
+            expect(normalizeScope('  global  ')).toBe('global');
+        });
+    });
+});
diff --git a/packages/memory/tests/unit/ranker.test.ts b/packages/memory/tests/unit/ranker.test.ts
new file mode 100644
index 0000000..5850ca7
--- /dev/null
+++ b/packages/memory/tests/unit/ranker.test.ts
@@ -0,0 +1,94 @@
+import { rankResults } from '../../src/services/ranker';
+
+describe('ranker', () => {
+    const makeResult = (overrides: Partial<{
+        id: string;
+        title: string;
+        content: string;
+        tags: string;
+        scope: string;
+        bm25_score: number;
+    }> = {}) => ({
+        id: 'test-id',
+        title: 'Test Title',
+        content: 'Test content',
+        tags: '["api", "backend"]',
+        scope: 'global',
+        bm25_score: -1.5, // BM25 returns negative, closer to 0 = better
+        ...overrides,
+    });
+
+    describe('rankResults', () => {
+        it('should return empty array for empty input', () => {
+            const results = rankResults([], {});
+            expect(results).toEqual([]);
+        });
+
+        it('should parse tags from JSON string', () => {
+            const results = rankResults([makeResult()], {});
+            expect(results[0].tags).toEqual(['api', 'backend']);
+        });
+
+        it('should handle invalid JSON tags gracefully', () => {
+            const results = rankResults([makeResult({ tags: 'invalid json' })], {});
+            expect(results[0].tags).toEqual([]);
+        });
+
+        it('should negate BM25 score (higher = better)', () => {
+            const results = rankResults([makeResult({ bm25_score: -2.0 })], {});
+            expect(results[0].score).toBeGreaterThan(0);
+        });
+
+        it('should apply tag boost for matching contextTags', () => {
+            const baseResult = makeResult({ tags: '["api"]', bm25_score: -1.0 });
+
+            const withoutContext = rankResults([baseResult], { contextTags: [] });
+            const withContext = rankResults([baseResult], { contextTags: ['api'] });
+
+            expect(withContext[0].score).toBeGreaterThan(withoutContext[0].score);
+        });
+
+        it('should apply scope boost for matching scope', () => {
+            const result = makeResult({ scope: 'project:myapp', bm25_score: -1.0 });
+
+            const withoutScope = rankResults([result], {});
+            const withScope = rankResults([result], { queryScope: 'project:myapp' });
+
+            expect(withScope[0].score).toBeGreaterThan(withoutScope[0].score);
+        });
+
+        it('should apply global scope boost', () => {
+            const result = makeResult({ scope: 'global', bm25_score: -1.0 });
+
+            const ranked = rankResults([result], {});
+            // Global gets +0.2 boost
+            expect(ranked[0].score).toBeGreaterThan(1.0);
+        });
+
+        it('should sort by score descending', () => {
+            const results = [
+                makeResult({ id: 'low', bm25_score: -0.5 }),
+                makeResult({ id: 'high', bm25_score: -2.0 }),
+                makeResult({ id: 'mid', bm25_score: -1.0 }),
+            ];
+
+            const ranked = rankResults(results, {});
+
+            expect(ranked[0].id).toBe('high');
+            expect(ranked[1].id).toBe('mid');
+            expect(ranked[2].id).toBe('low');
+        });
+
+        it('should prioritize project scope over global', () => {
+            const results = [
+                makeResult({ id: 'global', scope: 'global', bm25_score: -1.0 }),
+                makeResult({ id: 'project', scope: 'project:myapp', bm25_score: -1.0 }),
+            ];
+
+            const ranked = rankResults(results, { queryScope: 'project:myapp' });
+
+            // Project match gets +0.5, global gets +0.2
+            expect(ranked[0].id).toBe('project');
+        });
+    });
+});
diff --git a/packages/memory/tests/unit/validator.test.ts b/packages/memory/tests/unit/validator.test.ts
new file mode 100644
index 0000000..015c879
--- /dev/null
+++ b/packages/memory/tests/unit/validator.test.ts
@@ -0,0 +1,158 @@
+import {
+    validateTitle,
+    validateContent,
+    validateTags,
+    validateScope,
+    validateStoreInput,
+} from '../../src/services/validator';
+import { ValidationError } from '../../src/utils/errors';
+
+describe('validator', () => {
+    describe('validateTitle', () => {
+        it('should accept valid title', () => {
+            const result = validateTitle('Use Response DTOs for APIs');
+            expect(result.valid).toBe(true);
+            expect(result.errors).toEqual([]);
+        });
+
+        it('should reject empty title', () => {
+            const result = validateTitle('');
+            expect(result.valid).toBe(false);
+            expect(result.errors).toContain('Title is required');
+        });
+
+        it('should reject title shorter than 10 chars', () => {
+            const result = validateTitle('Short');
+            expect(result.valid).toBe(false);
+            expect(result.errors[0]).toContain('at least 10');
+        });
+
+        it('should reject title longer than 100 chars', () => {
+            const longTitle = 'a'.repeat(101);
+            const result = validateTitle(longTitle);
+            expect(result.valid).toBe(false);
+            expect(result.errors[0]).toContain('at most 100');
+        });
+    });
+
+    describe('validateContent', () => {
+        const validContent = 'This is valid content that is at least fifty characters long for testing purposes.';
+
+        it('should accept valid content', () => {
+            const result = validateContent(validContent);
+            expect(result.valid).toBe(true);
+        });
+
+        it('should reject empty content', () => {
+            const result = validateContent('');
+            expect(result.valid).toBe(false);
+            expect(result.errors).toContain('Content is required');
+        });
+
+        it('should reject content shorter than 50 chars', () => {
+            const result = validateContent('Too short');
+            expect(result.valid).toBe(false);
+            expect(result.errors[0]).toContain('at least 50');
+        });
+
+        it('should reject content longer than 5000 chars', () => {
+            const longContent = 'a'.repeat(5001);
+            const result = validateContent(longContent);
+            expect(result.valid).toBe(false);
+            expect(result.errors[0]).toContain('at most 5000');
+        });
+
+        it('should reject generic phrases', () => {
+            const result = validateContent('this is important please remember this content here');
+            expect(result.valid).toBe(false);
+            expect(result.errors[0]).toContain('generic');
+        });
+    });
+
+    describe('validateTags', () => {
+        it('should accept valid tags', () => {
+            const result = validateTags(['api', 'backend', 'rest']);
+            expect(result.valid).toBe(true);
+        });
+
+        it('should accept empty tags array', () => {
+            const result = validateTags([]);
+            expect(result.valid).toBe(true);
+        });
+
+        it('should accept undefined tags', () => {
+            const result = validateTags(undefined);
+            expect(result.valid).toBe(true);
+        });
+
+        it('should reject more than 10 tags', () => {
+            const tooManyTags = Array(11).fill('tag').map((t, i) => `${t}${i}`);
+            const result = validateTags(tooManyTags);
+            expect(result.valid).toBe(false);
+            expect(result.errors[0]).toContain('Maximum 10');
+        });
+
+        it('should reject invalid tag format', () => {
+            const result = validateTags(['valid', 'invalid tag', '123valid']);
+            expect(result.valid).toBe(false);
+            expect(result.errors[0]).toContain('Invalid tag');
+        });
+    });
+
+    describe('validateScope', () => {
+        it('should accept global scope', () => {
+            const result = validateScope('global');
+            expect(result.valid).toBe(true);
+        });
+
+        it('should accept undefined (defaults to global)', () => {
+            const result = validateScope(undefined);
+            expect(result.valid).toBe(true);
+        });
+
+        it('should accept valid project scope', () => {
+            const result = validateScope('project:my-app');
+            expect(result.valid).toBe(true);
+        });
+
+        it('should accept valid repo scope', () => {
+            const result = validateScope('repo:my-repo');
+            expect(result.valid).toBe(true);
+        });
+
+        it('should reject invalid scope format', () => {
+            const result = validateScope('invalid-scope');
+            expect(result.valid).toBe(false);
+            expect(result.errors[0]).toContain('Invalid scope');
+        });
+    });
+
+    describe('validateStoreInput', () => {
+        const validInput = {
+            title: 'Always use Response DTOs for APIs',
+            content: 'When building REST APIs, always use Response DTOs instead of returning domain entities directly. This provides better API versioning and security.',
+            tags: ['api', 'backend'],
+            scope: 'global',
+        };
+
+        it('should not throw for valid input', () => {
+            expect(() => validateStoreInput(validInput)).not.toThrow();
+        });
+
+        it('should throw ValidationError for invalid input', () => {
+            const invalidInput = { title: 'x', content: 'y' };
+            expect(() => validateStoreInput(invalidInput)).toThrow(ValidationError);
+        });
+
+        it('should include all errors in message', () => {
+            const invalidInput = { title: 'x', content: 'y' };
+            try {
+                validateStoreInput(invalidInput);
+            } catch (error) {
+                expect(error).toBeInstanceOf(ValidationError);
+                expect((error as ValidationError).message).toContain('Title');
+                expect((error as ValidationError).message).toContain('Content');
+            }
+        });
+    });
+});
diff --git a/packages/memory/tsconfig.json b/packages/memory/tsconfig.json
new file mode 100644
index 0000000..e6c8050
--- /dev/null
+++ b/packages/memory/tsconfig.json
@@ -0,0 +1,34 @@
+{
+    "compilerOptions": {
+        "target": "ES2022",
+        "module": "CommonJS",
+        "moduleResolution": "Node",
+        "lib": [
+            "ES2022"
+        ],
+        "outDir": "./dist",
+        "rootDir": "./src",
+        "strict": true,
+        "esModuleInterop": true,
+        "skipLibCheck": true,
+        "forceConsistentCasingInFileNames": true,
+        "declaration": true,
+        "declarationMap": true,
+        "emitDeclarationOnly": true,
+        "sourceMap": true,
+        "resolveJsonModule": true,
+        "noImplicitReturns": true,
+        "noFallthroughCasesInSwitch": true,
+        "noUncheckedIndexedAccess": true,
+        "noImplicitOverride": true,
+        "isolatedModules": true
+    },
+    "include": [
+        "src/**/*"
+    ],
+    "exclude": [
+        "node_modules",
+        "dist",
+        "tests"
+    ]
+}
\ No newline at end of file
diff --git a/tsconfig.base.json b/tsconfig.base.json
new file mode 100644
index 0000000..e932d26
--- /dev/null
+++ b/tsconfig.base.json
@@ -0,0 +1,16 @@
+{
+  "compilerOptions": {
+    "target": "ES2020",
+    "module": "Node16",
+    "lib": ["ES2020"],
+    "strict": true,
+    "esModuleInterop": true,
+    "skipLibCheck": true,
+    "forceConsistentCasingInFileNames": true,
+    "resolveJsonModule": true,
+    "declaration": true,
+    "declarationMap": true,
+    "sourceMap": true,
+    "moduleResolution": "node16"
+  }
+}
diff --git a/tsconfig.json b/tsconfig.json
index 04a5fe5..be02b93 100644
--- a/tsconfig.json
+++ b/tsconfig.json
@@ -1,20 +1,4 @@
 {
-  "compilerOptions": {
-    "target": "ES2020",
-    "module": "commonjs",
-    "lib": ["ES2020"],
-    "outDir": "./dist",
-    "rootDir": "./src",
-    "strict": true,
-    "esModuleInterop": true,
-    "skipLibCheck": true,
-    "forceConsistentCasingInFileNames": true,
-    "resolveJsonModule": true,
-    "declaration": true,
-    "declarationMap": true,
-    "sourceMap": true,
-    "moduleResolution": "node"
-  },
-  "include": ["src/**/*"],
-  "exclude": ["node_modules", "dist", "src/__tests__"]
+  "extends": "./tsconfig.base.json",
+  "files": []
 }
\ No newline at end of file