diff --git a/.gitea/actions/review/action.yml b/.gitea/actions/review/action.yml
new file mode 100644
index 0000000..2670ba9
--- /dev/null
+++ b/.gitea/actions/review/action.yml
@@ -0,0 +1,142 @@
+# This composite action is designed for Gitea Actions runners.
+# Gitea Actions supports GitHub Actions syntax including $GITHUB_OUTPUT,
+# actions/cache, and actions/checkout.
+name: 'AI Code Review'
+description: 'Run AI-powered code review on a pull request using review-bot'
+
+inputs:
+  gitea-url:
+    description: 'Gitea instance URL (defaults to server_url)'
+    required: false
+    default: ''
+  repo:
+    description: 'Repository (owner/name, defaults to current)'
+    required: false
+    default: ''
+  pr-number:
+    description: 'Pull request number (defaults to current PR)'
+    required: false
+    default: ''
+  reviewer-token:
+    description: 'Gitea token for posting the review'
+    required: true
+  reviewer-name:
+    description: 'Display name for the reviewer'
+    required: false
+    default: ''
+  llm-base-url:
+    description: 'OpenAI-compatible LLM API base URL'
+    required: true
+  llm-api-key:
+    description: 'LLM API key'
+    required: true
+  llm-model:
+    description: 'LLM model name'
+    required: true
+  conventions-file:
+    description: 'Path to conventions file in the repo (e.g. CLAUDE.md)'
+    required: false
+    default: ''
+  patterns-repo:
+    description: 'Repo with language patterns (e.g. rodin/elixir-patterns)'
+    required: false
+    default: ''
+  patterns-files:
+    description: 'Comma-separated file paths to fetch from patterns repo'
+    required: false
+    default: 'README.md'
+  temperature:
+    description: 'LLM temperature (0 = server default)'
+    required: false
+    default: '0'
+  version:
+    description: 'review-bot version to install (e.g. v0.1.0, defaults to latest)'
+    required: false
+    default: 'latest'
+  dry-run:
+    description: 'Print review to stdout instead of posting'
+    required: false
+    default: 'false'
+
+runs:
+  using: 'composite'
+  steps:
+    - name: Determine version
+      id: version
+      shell: bash
+      run: |
+        GITEA_URL="${{ inputs.gitea-url || github.server_url }}"
+        REPO="${{ inputs.repo || 'rodin/review-bot' }}"
+        if [ "${{ inputs.version }}" = "latest" ]; then
+          VERSION=$(curl -sSf "${GITEA_URL}/api/v1/repos/${REPO}/releases?limit=1" \
+            | python3 -c "import sys, json; releases = json.load(sys.stdin); print(releases[0]['tag_name'] if releases else '')")
+          if [ -z "$VERSION" ]; then
+            echo "Failed to determine latest version" >&2
+            exit 1
+          fi
+        else
+          VERSION="${{ inputs.version }}"
+        fi
+        echo "version=${VERSION}" >> "$GITHUB_OUTPUT"
+
+    - name: Cache review-bot binary
+      id: cache
+      uses: actions/cache@v4
+      with:
+        path: ${{ runner.temp }}/review-bot
+        key: review-bot-linux-amd64-${{ steps.version.outputs.version }}
+
+    - name: Install review-bot
+      if: steps.cache.outputs.cache-hit != 'true'
+      shell: bash
+      run: |
+        GITEA_URL="${{ inputs.gitea-url || github.server_url }}"
+        REPO="${{ inputs.repo || 'rodin/review-bot' }}"
+        VERSION="${{ steps.version.outputs.version }}"
+        BINARY="review-bot-linux-amd64"
+
+        curl -sSfL "${GITEA_URL}/${REPO}/releases/download/${VERSION}/${BINARY}" \
+          -o "${{ runner.temp }}/review-bot"
+        curl -sSfL "${GITEA_URL}/${REPO}/releases/download/${VERSION}/checksums.txt" \
+          -o "${{ runner.temp }}/checksums.txt"
+
+        # Verify SHA-256 checksum
+        cd "${{ runner.temp }}"
+        EXPECTED=$(grep "${BINARY}" checksums.txt | awk '{print $1}')
+        ACTUAL=$(sha256sum review-bot | awk '{print $1}')
+
+        if [ -z "$EXPECTED" ]; then
+          echo "Error: no checksum found for ${BINARY}" >&2
+          exit 1
+        fi
+        if [ "$EXPECTED" != "$ACTUAL" ]; then
+          echo "Error: checksum mismatch!" >&2
+          echo "  Expected: $EXPECTED" >&2
+          echo "  Actual:   $ACTUAL" >&2
+          exit 1
+        fi
+
+        chmod +x "${{ runner.temp }}/review-bot"
+        echo "Installed review-bot ${VERSION} (checksum verified)"
+
+    - name: Run review
+      shell: bash
+      env:
+        GITEA_URL: ${{ inputs.gitea-url || github.server_url }}
+        GITEA_REPO: ${{ inputs.repo || github.repository }}
+        PR_NUMBER: ${{ inputs.pr-number || github.event.pull_request.number }}
+        REVIEWER_TOKEN: ${{ inputs.reviewer-token }}
+        REVIEWER_NAME: ${{ inputs.reviewer-name }}
+        LLM_BASE_URL: ${{ inputs.llm-base-url }}
+        LLM_API_KEY: ${{ inputs.llm-api-key }}
+        LLM_MODEL: ${{ inputs.llm-model }}
+        CONVENTIONS_FILE: ${{ inputs.conventions-file }}
+        PATTERNS_REPO: ${{ inputs.patterns-repo }}
+        PATTERNS_FILES: ${{ inputs.patterns-files }}
+        LLM_TEMPERATURE: ${{ inputs.temperature }}
+      run: |
+        ARGS=""
+        if [ "${{ inputs.dry-run }}" = "true" ]; then
+          ARGS="--dry-run"
+        fi
+        ${{ runner.temp }}/review-bot $ARGS
diff --git a/.gitea/workflows/ci.yml b/.gitea/workflows/ci.yml
index e0a5214..6adf9d9 100644
--- a/.gitea/workflows/ci.yml
+++ b/.gitea/workflows/ci.yml
@@ -1,4 +1,5 @@
 name: CI
+
 on:
   push:
     branches: [main]
@@ -12,42 +13,41 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-go@v5
         with:
-          go-version: "1.26"
+          go-version: '1.26'
       - run: go test ./...
       - run: go vet ./...
       - run: go build -o review-bot ./cmd/review-bot
 
+  # Self-review: builds from source since we're pre-release
   review:
     runs-on: ubuntu-24.04
     if: github.event_name == 'pull_request'
     needs: test
+    strategy:
+      matrix:
+        include:
+          - name: sonnet
+            token_secret: SONNET_REVIEW_TOKEN
+            model: gpt-5
+          - name: gpt
+            token_secret: GPT_REVIEW_TOKEN
+            model: gpt-5-mini
     steps:
       - uses: actions/checkout@v4
       - uses: actions/setup-go@v5
         with:
-          go-version: "1.26"
+          go-version: '1.26'
       - run: go build -o review-bot ./cmd/review-bot
-      - name: Run Sonnet Review
+      - name: Run ${{ matrix.name }} review
         env:
           GITEA_URL: ${{ github.server_url }}
           GITEA_REPO: ${{ github.repository }}
           PR_NUMBER: ${{ github.event.pull_request.number }}
-          REVIEWER_TOKEN: ${{ secrets.SONNET_REVIEW_TOKEN }}
+          REVIEWER_TOKEN: ${{ secrets[matrix.token_secret] }}
           LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
           LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
-          LLM_MODEL: "anthropic--claude-4.6-sonnet"
+          LLM_MODEL: ${{ matrix.model }}
           CONVENTIONS_FILE: "CONVENTIONS.md"
-          REVIEWER_NAME: "Sonnet"
-        run: ./review-bot
-      - name: Run GPT Review
-        env:
-          GITEA_URL: ${{ github.server_url }}
-          GITEA_REPO: ${{ github.repository }}
-          PR_NUMBER: ${{ github.event.pull_request.number }}
-          REVIEWER_TOKEN: ${{ secrets.GPT_REVIEW_TOKEN }}
-          LLM_BASE_URL: ${{ secrets.LLM_BASE_URL }}
-          LLM_API_KEY: ${{ secrets.LLM_API_KEY }}
-          LLM_MODEL: "sap-ai-opus-latest-openai/gpt-5"
-          CONVENTIONS_FILE: "CONVENTIONS.md"
-          REVIEWER_NAME: "GPT"
+          PATTERNS_REPO: "rodin/go-patterns"
+          PATTERNS_FILES: "README.md,docs/"
         run: ./review-bot
diff --git a/.gitea/workflows/release.yml b/.gitea/workflows/release.yml
new file mode 100644
index 0000000..b268f29
--- /dev/null
+++ b/.gitea/workflows/release.yml
@@ -0,0 +1,81 @@
+name: Release
+
+on:
+  push:
+    tags:
+      - 'v*'
+
+jobs:
+  release:
+    runs-on: ubuntu-24.04
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/setup-go@v5
+        with:
+          go-version: '1.26'
+
+      - name: Run tests
+        run: go test ./...
+
+      - name: Build binaries
+        run: |
+          VERSION=${GITHUB_REF_NAME}
+          mkdir -p dist
+
+          GOOS=linux GOARCH=amd64 go build -ldflags "-s -w -X main.version=${VERSION}" -o dist/review-bot-linux-amd64 ./cmd/review-bot
+          GOOS=linux GOARCH=arm64 go build -ldflags "-s -w -X main.version=${VERSION}" -o dist/review-bot-linux-arm64 ./cmd/review-bot
+          GOOS=darwin GOARCH=amd64 go build -ldflags "-s -w -X main.version=${VERSION}" -o dist/review-bot-darwin-amd64 ./cmd/review-bot
+          GOOS=darwin GOARCH=arm64 go build -ldflags "-s -w -X main.version=${VERSION}" -o dist/review-bot-darwin-arm64 ./cmd/review-bot
+
+          cd dist && sha256sum * > checksums.txt
+
+      - name: Create release and upload assets
+        env:
+          GITEA_TOKEN: ${{ secrets.RELEASE_TOKEN }}
+        run: |
+          VERSION=${GITHUB_REF_NAME}
+          GITEA_URL="${{ github.server_url }}"
+          REPO="${{ github.repository }}"
+
+          # Create release (or find existing one for this tag)
+          HTTP_CODE=$(curl -s -o /tmp/release_response.json -w "%{http_code}" -X POST \
+            -H "Authorization: token ${GITEA_TOKEN}" \
+            -H "Content-Type: application/json" \
+            "${GITEA_URL}/api/v1/repos/${REPO}/releases" \
+            -d "{\"tag_name\": \"${VERSION}\", \"name\": \"${VERSION}\", \"body\": \"Release ${VERSION}\", \"draft\": false, \"prerelease\": false}")
+
+          if [ "$HTTP_CODE" = "409" ]; then
+            echo "Release for ${VERSION} already exists, fetching existing..."
+            curl -sSf -o /tmp/release_response.json \
+              -H "Authorization: token ${GITEA_TOKEN}" \
+              "${GITEA_URL}/api/v1/repos/${REPO}/releases/tags/${VERSION}"
+          elif [ "$HTTP_CODE" != "201" ]; then
+            echo "Failed to create release (HTTP ${HTTP_CODE})" >&2
+            cat /tmp/release_response.json >&2
+            exit 1
+          fi
+
+          # Parse release ID (python3 available on ubuntu-24.04 runners)
+          RELEASE_ID=$(python3 -c "import json; print(json.load(open('/tmp/release_response.json'))['id'])")
+
+          if [ -z "$RELEASE_ID" ]; then
+            echo "Failed to parse release ID" >&2
+            cat /tmp/release_response.json >&2
+            exit 1
+          fi
+
+          echo "Release ID: ${RELEASE_ID}"
+
+          # Upload each asset
+          for file in dist/*; do
+            filename=$(basename "$file")
+            echo "Uploading ${filename}..."
+            curl -sSf -X POST \
+              -H "Authorization: token ${GITEA_TOKEN}" \
+              -H "Content-Type: application/octet-stream" \
+              "${GITEA_URL}/api/v1/repos/${REPO}/releases/${RELEASE_ID}/assets?name=${filename}" \
+              --data-binary "@${file}"
+          done
+
+          echo "Release ${VERSION} created with assets"
diff --git a/cmd/review-bot/main.go b/cmd/review-bot/main.go
index 3fcc3c8..8715b6e 100644
--- a/cmd/review-bot/main.go
+++ b/cmd/review-bot/main.go
@@ -13,6 +13,8 @@ import (
 	"gitea.weiker.me/rodin/review-bot/review"
 )
 
+var version = "dev"
+
 func main() {
 	// CLI flags
 	giteaURL := flag.String("gitea-url", envOrDefault("GITEA_URL", ""), "Gitea instance URL")
@@ -24,7 +26,10 @@ func main() {
 	llmAPIKey := flag.String("llm-api-key", envOrDefault("LLM_API_KEY", ""), "LLM API key")
 	llmModel := flag.String("llm-model", envOrDefault("LLM_MODEL", ""), "LLM model name")
 	conventionsFile := flag.String("conventions-file", envOrDefault("CONVENTIONS_FILE", ""), "Conventions file path in repo (e.g. CLAUDE.md)")
+	patternsRepo := flag.String("patterns-repo", envOrDefault("PATTERNS_REPO", ""), "Repo with language patterns (e.g. rodin/elixir-patterns)")
+	patternsFiles := flag.String("patterns-files", envOrDefault("PATTERNS_FILES", "README.md"), "Comma-separated file paths to fetch from patterns repo")
 	dryRun := flag.Bool("dry-run", false, "Print review to stdout instead of posting")
+	llmTemp := flag.Float64("llm-temperature", envOrDefaultFloat("LLM_TEMPERATURE", 0), "LLM temperature (0 = server default)")
 
 	flag.Parse()
 
@@ -52,6 +57,12 @@ func main() {
 	// Initialize clients
 	giteaClient := gitea.NewClient(*giteaURL, *reviewerToken)
 	llmClient := llm.NewClient(*llmBaseURL, *llmAPIKey, *llmModel)
+	if *llmTemp < 0 || *llmTemp > 2 {
+		log.Fatal("--llm-temperature must be between 0 and 2")
+	}
+	if *llmTemp > 0 {
+		llmClient.WithTemperature(*llmTemp)
+	}
 
 	log.Printf("Reviewing PR #%d on %s/%s", prNumber, owner, repoName)
 
@@ -69,7 +80,17 @@ func main() {
 	}
 	log.Printf("Diff size: %d bytes", len(diff))
 
-	// Step 3: Check CI status
+	// Step 3: Fetch full file content for modified files
+	fileContext := ""
+	files, err := giteaClient.GetPullRequestFiles(owner, repoName, prNumber)
+	if err != nil {
+		log.Printf("Warning: could not fetch PR files list: %v", err)
+	} else {
+		fileContext = fetchFileContext(giteaClient, owner, repoName, pr.Head.Ref, files)
+		log.Printf("Fetched full context for %d files", len(files))
+	}
+
+	// Step 4: Check CI status
 	ciPassed := true
 	ciDetails := ""
 	if pr.Head.Sha != "" {
@@ -82,7 +103,7 @@ func main() {
 		}
 	}
 
-	// Step 4: Load conventions file if specified
+	// Step 5: Load conventions file if specified
 	conventions := ""
 	if *conventionsFile != "" {
 		content, err := giteaClient.GetFileContent(owner, repoName, *conventionsFile)
@@ -94,11 +115,18 @@ func main() {
 		}
 	}
 
-	// Step 5: Build prompts
-	systemPrompt := review.BuildSystemPrompt(conventions)
-	userPrompt := review.BuildUserPrompt(pr.Title, pr.Body, diff, ciPassed, ciDetails)
+	// Step 6: Load patterns from external repo if specified
+	patterns := ""
+	if *patternsRepo != "" {
+		patterns = fetchPatterns(giteaClient, *patternsRepo, *patternsFiles)
+		log.Printf("Loaded patterns from %s (%d bytes)", *patternsRepo, len(patterns))
+	}
 
-	// Step 6: Call LLM
+	// Step 7: Build prompts
+	systemPrompt := review.BuildSystemPrompt(conventions, patterns)
+	userPrompt := review.BuildUserPrompt(pr.Title, pr.Body, diff, fileContext, ciPassed, ciDetails)
+
+	// Step 8: Call LLM
 	log.Printf("Sending to LLM (%s)...", *llmModel)
 	messages := []llm.Message{
 		{Role: "system", Content: systemPrompt},
@@ -111,14 +139,14 @@ func main() {
 	}
 	log.Printf("LLM response received (%d bytes)", len(response))
 
-	// Step 7: Parse response
+	// Step 9: Parse response
 	result, err := review.ParseResponse(response)
 	if err != nil {
 		log.Fatalf("Failed to parse LLM response: %v", err)
 	}
 	log.Printf("Verdict: %s (%d findings)", result.Verdict, len(result.Findings))
 
-	// Step 8: Format and post review
+	// Step 10: Format and post review
 	reviewBody := review.FormatMarkdown(result, *reviewerName)
 	event := review.GiteaEvent(result.Verdict)
 
@@ -136,6 +164,81 @@ func main() {
 	log.Printf("Review posted successfully!")
 }
 
+// fetchFileContext fetches the full content of modified files from the PR branch.
+func fetchFileContext(client *gitea.Client, owner, repo, ref string, files []gitea.ChangedFile) string {
+	var sb strings.Builder
+	for _, f := range files {
+		if f.Status == "removed" {
+			continue // Skip deleted files
+		}
+		content, err := client.GetFileContentRef(owner, repo, f.Filename, ref)
+		if err != nil {
+			log.Printf("Warning: could not fetch %s: %v", f.Filename, err)
+			continue
+		}
+		sb.WriteString(fmt.Sprintf("--- %s ---\n", f.Filename))
+		sb.WriteString("```\n")
+		sb.WriteString(content)
+		sb.WriteString("\n```\n\n")
+	}
+	return sb.String()
+}
+
+// fetchPatterns fetches pattern files from one or more external repos.
+// patternsRepo is comma-separated list of owner/name repos.
+// patternsFiles is comma-separated list of file paths or directories.
+// If a path ends with / or is a directory, all files within it are fetched recursively.
+func fetchPatterns(client *gitea.Client, patternsRepo, patternsFiles string) string {
+	var sb strings.Builder
+
+	repos := strings.Split(patternsRepo, ",")
+	paths := strings.Split(patternsFiles, ",")
+
+	for _, repoRef := range repos {
+		repoRef = strings.TrimSpace(repoRef)
+		if repoRef == "" {
+			continue
+		}
+		parts := strings.SplitN(repoRef, "/", 2)
+		if len(parts) != 2 {
+			log.Printf("Warning: invalid patterns-repo format %q, expected owner/name", repoRef)
+			continue
+		}
+		owner, repo := parts[0], parts[1]
+
+		for _, path := range paths {
+			path = strings.TrimSpace(path)
+			if path == "" {
+				continue
+			}
+
+			files, err := client.GetAllFilesInPath(owner, repo, path)
+			if err != nil {
+				log.Printf("Warning: could not fetch %s from %s: %v", path, repoRef, err)
+				continue
+			}
+
+			for filepath, content := range files {
+				// Only include markdown and text files as patterns
+				if !isPatternFile(filepath) {
+					continue
+				}
+				sb.WriteString(fmt.Sprintf("### %s/%s\n\n%s\n\n", repoRef, filepath, content))
+			}
+		}
+	}
+	return sb.String()
+}
+
+// isPatternFile returns true if the file should be included as pattern content.
+func isPatternFile(path string) bool {
+	lower := strings.ToLower(path)
+	return strings.HasSuffix(lower, ".md") ||
+		strings.HasSuffix(lower, ".txt") ||
+		strings.HasSuffix(lower, ".yml") ||
+		strings.HasSuffix(lower, ".yaml")
+}
+
 // evaluateCIStatus checks if all CI statuses indicate success.
 func evaluateCIStatus(statuses []gitea.CommitStatus) (passed bool, details string) {
 	if len(statuses) == 0 {
@@ -166,3 +269,13 @@ func envOrDefault(key, defaultVal string) string {
 	}
 	return defaultVal
 }
+
+func envOrDefaultFloat(key string, defaultVal float64) float64 {
+	if v := os.Getenv(key); v != "" {
+		f, err := strconv.ParseFloat(v, 64)
+		if err == nil {
+			return f
+		}
+	}
+	return defaultVal
+}
diff --git a/gitea/client.go b/gitea/client.go
index e225f5c..71607f4 100644
--- a/gitea/client.go
+++ b/gitea/client.go
@@ -26,10 +26,11 @@ func NewClient(baseURL, token string) *Client {
 
 // PullRequest holds relevant PR metadata.
 type PullRequest struct {
-	Title  string `json:"title"`
-	Body   string `json:"body"`
-	Head   struct {
+	Title string `json:"title"`
+	Body  string `json:"body"`
+	Head  struct {
 		Sha string `json:"sha"`
+		Ref string `json:"ref"`
 	} `json:"head"`
 }
 
@@ -41,6 +42,12 @@ type CommitStatus struct {
 	TargetURL   string `json:"target_url"`
 }
 
+// ChangedFile represents a file modified in a PR.
+type ChangedFile struct {
+	Filename string `json:"filename"`
+	Status   string `json:"status"`
+}
+
 // GetPullRequest fetches PR metadata.
 func (c *Client) GetPullRequest(owner, repo string, number int) (*PullRequest, error) {
 	url := fmt.Sprintf("%s/api/v1/repos/%s/%s/pulls/%d", c.BaseURL, owner, repo, number)
@@ -65,6 +72,20 @@ func (c *Client) GetPullRequestDiff(owner, repo string, number int) (string, err
 	return string(body), nil
 }
 
+// GetPullRequestFiles fetches the list of files changed in a PR.
+func (c *Client) GetPullRequestFiles(owner, repo string, number int) ([]ChangedFile, error) {
+	url := fmt.Sprintf("%s/api/v1/repos/%s/%s/pulls/%d/files", c.BaseURL, owner, repo, number)
+	body, err := c.doGet(url)
+	if err != nil {
+		return nil, fmt.Errorf("fetch PR files: %w", err)
+	}
+	var files []ChangedFile
+	if err := json.Unmarshal(body, &files); err != nil {
+		return nil, fmt.Errorf("parse PR files JSON: %w", err)
+	}
+	return files, nil
+}
+
 // GetCommitStatuses fetches CI statuses for a commit SHA.
 func (c *Client) GetCommitStatuses(owner, repo, sha string) ([]CommitStatus, error) {
 	url := fmt.Sprintf("%s/api/v1/repos/%s/%s/commits/%s/statuses", c.BaseURL, owner, repo, sha)
@@ -89,6 +110,16 @@ func (c *Client) GetFileContent(owner, repo, filepath string) (string, error) {
 	return string(body), nil
 }
 
+// GetFileContentRef fetches a file from a specific ref (branch/tag/sha) in a repo.
+func (c *Client) GetFileContentRef(owner, repo, filepath, ref string) (string, error) {
+	url := fmt.Sprintf("%s/api/v1/repos/%s/%s/raw/%s?ref=%s", c.BaseURL, owner, repo, filepath, ref)
+	body, err := c.doGet(url)
+	if err != nil {
+		return "", fmt.Errorf("fetch file %s@%s: %w", filepath, ref, err)
+	}
+	return string(body), nil
+}
+
 // PostReview submits a review to a PR.
 // event should be "APPROVED" or "REQUEST_CHANGES".
 func (c *Client) PostReview(owner, repo string, number int, event, body string) error {
@@ -146,3 +177,63 @@ func (c *Client) doGet(url string) ([]byte, error) {
 	}
 	return io.ReadAll(resp.Body)
 }
+
+// ContentEntry represents a file or directory entry from the contents API.
+type ContentEntry struct {
+	Name string `json:"name"`
+	Path string `json:"path"`
+	Type string `json:"type"` // "file" or "dir"
+}
+
+// ListContents lists files and directories at a given path in a repo.
+func (c *Client) ListContents(owner, repo, path string) ([]ContentEntry, error) {
+	url := fmt.Sprintf("%s/api/v1/repos/%s/%s/contents/%s", c.BaseURL, owner, repo, path)
+	body, err := c.doGet(url)
+	if err != nil {
+		return nil, fmt.Errorf("list contents %s: %w", path, err)
+	}
+	var entries []ContentEntry
+	if err := json.Unmarshal(body, &entries); err != nil {
+		return nil, fmt.Errorf("parse contents JSON: %w", err)
+	}
+	return entries, nil
+}
+
+// GetAllFilesInPath recursively fetches all file contents under a path.
+// If the path is a file, returns just that file's content.
+// If the path is a directory, recursively fetches all files within it.
+func (c *Client) GetAllFilesInPath(owner, repo, path string) (map[string]string, error) {
+	results := make(map[string]string)
+
+	// Try listing as directory first
+	entries, err := c.ListContents(owner, repo, path)
+	if err != nil {
+		// Might be a file, try fetching directly
+		content, fileErr := c.GetFileContent(owner, repo, path)
+		if fileErr != nil {
+			return nil, fmt.Errorf("path %q is neither a file nor directory: %w", path, err)
+		}
+		results[path] = content
+		return results, nil
+	}
+
+	for _, entry := range entries {
+		switch entry.Type {
+		case "file":
+			content, err := c.GetFileContent(owner, repo, entry.Path)
+			if err != nil {
+				continue // Skip files we can't read
+			}
+			results[entry.Path] = content
+		case "dir":
+			subResults, err := c.GetAllFilesInPath(owner, repo, entry.Path)
+			if err != nil {
+				continue
+			}
+			for k, v := range subResults {
+				results[k] = v
+			}
+		}
+	}
+	return results, nil
+}
diff --git a/gitea/client_test.go b/gitea/client_test.go
index f84b2ee..94ff233 100644
--- a/gitea/client_test.go
+++ b/gitea/client_test.go
@@ -2,6 +2,7 @@ package gitea
 
 import (
 	"encoding/json"
+	"fmt"
 	"net/http"
 	"net/http/httptest"
 	"testing"
@@ -193,3 +194,102 @@ func TestGetFileContent(t *testing.T) {
 		t.Errorf("expected %q, got %q", expected, got)
 	}
 }
+
+func TestGetPullRequestFiles(t *testing.T) {
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path != "/api/v1/repos/owner/repo/pulls/1/files" {
+			t.Errorf("unexpected path: %s", r.URL.Path)
+		}
+		w.Header().Set("Content-Type", "application/json")
+		w.Write([]byte(`[{"filename":"main.go","status":"modified"},{"filename":"old.go","status":"removed"}]`))
+	}))
+	defer server.Close()
+
+	client := NewClient(server.URL, "test-token")
+	files, err := client.GetPullRequestFiles("owner", "repo", 1)
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if len(files) != 2 {
+		t.Fatalf("expected 2 files, got %d", len(files))
+	}
+	if files[0].Filename != "main.go" || files[0].Status != "modified" {
+		t.Errorf("unexpected first file: %+v", files[0])
+	}
+}
+
+func TestGetFileContentRef(t *testing.T) {
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path != "/api/v1/repos/owner/repo/raw/main.go" {
+			t.Errorf("unexpected path: %s", r.URL.Path)
+		}
+		if r.URL.Query().Get("ref") != "feature-branch" {
+			t.Errorf("unexpected ref: %s", r.URL.Query().Get("ref"))
+		}
+		w.Write([]byte("package main\n"))
+	}))
+	defer server.Close()
+
+	client := NewClient(server.URL, "test-token")
+	content, err := client.GetFileContentRef("owner", "repo", "main.go", "feature-branch")
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if content != "package main\n" {
+		t.Errorf("unexpected content: %q", content)
+	}
+}
+
+func TestListContents(t *testing.T) {
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path != "/api/v1/repos/owner/repo/contents/docs" {
+			t.Errorf("unexpected path: %s", r.URL.Path)
+		}
+		w.Header().Set("Content-Type", "application/json")
+		fmt.Fprintf(w, `[{"name":"guide.md","path":"docs/guide.md","type":"file"},{"name":"sub","path":"docs/sub","type":"dir"}]`)
+	}))
+	defer server.Close()
+
+	client := NewClient(server.URL, "test-token")
+	entries, err := client.ListContents("owner", "repo", "docs")
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if len(entries) != 2 {
+		t.Fatalf("expected 2 entries, got %d", len(entries))
+	}
+	if entries[0].Type != "file" || entries[0].Path != "docs/guide.md" {
+		t.Errorf("unexpected first entry: %+v", entries[0])
+	}
+	if entries[1].Type != "dir" {
+		t.Errorf("expected dir type, got %s", entries[1].Type)
+	}
+}
+
+func TestGetAllFilesInPath_File(t *testing.T) {
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		if r.URL.Path == "/api/v1/repos/owner/repo/contents/README.md" {
+			// Gitea returns 404 for contents API on files (it's not a dir)
+			http.NotFound(w, r)
+			return
+		}
+		if r.URL.Path == "/api/v1/repos/owner/repo/raw/README.md" {
+			fmt.Fprintf(w, "# Hello")
+			return
+		}
+		http.NotFound(w, r)
+	}))
+	defer server.Close()
+
+	client := NewClient(server.URL, "test-token")
+	files, err := client.GetAllFilesInPath("owner", "repo", "README.md")
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+	if len(files) != 1 {
+		t.Fatalf("expected 1 file, got %d", len(files))
+	}
+	if files["README.md"] != "# Hello" {
+		t.Errorf("unexpected content: %q", files["README.md"])
+	}
+}
diff --git a/llm/client.go b/llm/client.go
index 5dd62bc..1f3e580 100644
--- a/llm/client.go
+++ b/llm/client.go
@@ -14,6 +14,7 @@ type Client struct {
 	BaseURL string
 	APIKey  string
 	Model   string
+	Temperature float64
 	HTTP    *http.Client
 }
 
@@ -27,6 +28,12 @@ func NewClient(baseURL, apiKey, model string) *Client {
 	}
 }
 
+// WithTemperature sets the temperature for LLM requests (0 = omit, uses server default).
+func (c *Client) WithTemperature(t float64) *Client {
+	c.Temperature = t
+	return c
+}
+
 // Message represents a chat message.
 type Message struct {
 	Role    string `json:"role"`
@@ -37,7 +44,7 @@ type Message struct {
 type ChatRequest struct {
 	Model       string    `json:"model"`
 	Messages    []Message `json:"messages"`
-	Temperature float64   `json:"temperature"`
+	Temperature float64   `json:"temperature,omitempty"`
 }
 
 // ChatResponse is the response from the API.
@@ -53,8 +60,9 @@ type ChatResponse struct {
 func (c *Client) Complete(messages []Message) (string, error) {
 	reqBody := ChatRequest{
 		Model:       c.Model,
+		Temperature: c.Temperature,
 		Messages:    messages,
-		Temperature: 0.1,
+		
 	}
 
 	data, err := json.Marshal(reqBody)
diff --git a/llm/client_test.go b/llm/client_test.go
index 278668d..2487e4a 100644
--- a/llm/client_test.go
+++ b/llm/client_test.go
@@ -108,3 +108,80 @@ func TestComplete_ServerDown(t *testing.T) {
 		t.Fatal("expected error for connection refused, got nil")
 	}
 }
+
+func TestWithTemperature(t *testing.T) {
+	client := NewClient("http://example.com", "key", "model")
+	if client.Temperature != 0 {
+		t.Errorf("expected initial temperature 0, got %f", client.Temperature)
+	}
+
+	result := client.WithTemperature(0.7)
+	if result != client {
+		t.Error("WithTemperature should return the same client for chaining")
+	}
+	if client.Temperature != 0.7 {
+		t.Errorf("expected temperature 0.7, got %f", client.Temperature)
+	}
+}
+
+func TestComplete_TemperatureOmittedWhenZero(t *testing.T) {
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		var req map[string]interface{}
+		json.NewDecoder(r.Body).Decode(&req)
+
+		if _, exists := req["temperature"]; exists {
+			t.Error("temperature should be omitted when zero (server default)")
+		}
+
+		w.Header().Set("Content-Type", "application/json")
+		json.NewEncoder(w).Encode(ChatResponse{
+			Choices: []struct {
+				Message struct {
+					Content string `json:"content"`
+				} `json:"message"`
+			}{{Message: struct {
+				Content string `json:"content"`
+			}{Content: "ok"}}},
+		})
+	}))
+	defer server.Close()
+
+	client := NewClient(server.URL, "key", "model")
+	_, err := client.Complete([]Message{{Role: "user", Content: "Hi"}})
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+}
+
+func TestComplete_TemperatureIncludedWhenSet(t *testing.T) {
+	server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		var req map[string]interface{}
+		json.NewDecoder(r.Body).Decode(&req)
+
+		temp, exists := req["temperature"]
+		if !exists {
+			t.Error("temperature should be included when set")
+		}
+		if temp != 0.7 {
+			t.Errorf("expected temperature 0.7, got %v", temp)
+		}
+
+		w.Header().Set("Content-Type", "application/json")
+		json.NewEncoder(w).Encode(ChatResponse{
+			Choices: []struct {
+				Message struct {
+					Content string `json:"content"`
+				} `json:"message"`
+			}{{Message: struct {
+				Content string `json:"content"`
+			}{Content: "ok"}}},
+		})
+	}))
+	defer server.Close()
+
+	client := NewClient(server.URL, "key", "model").WithTemperature(0.7)
+	_, err := client.Complete([]Message{{Role: "user", Content: "Hi"}})
+	if err != nil {
+		t.Fatalf("unexpected error: %v", err)
+	}
+}
diff --git a/review/prompt.go b/review/prompt.go
index 0d44970..1011906 100644
--- a/review/prompt.go
+++ b/review/prompt.go
@@ -6,10 +6,14 @@ import (
 )
 
 // BuildSystemPrompt constructs the system prompt for the LLM reviewer.
-func BuildSystemPrompt(conventions string) string {
+func BuildSystemPrompt(conventions, patterns string) string {
 	var sb strings.Builder
 
 	sb.WriteString("You are an expert code reviewer. Review the provided pull request diff carefully.\n\n")
+	sb.WriteString("CONTEXT:\n")
+	sb.WriteString("- You will receive the full content of modified files for reference, followed by the diff showing what changed.\n")
+	sb.WriteString("- The diff shows ONLY what was added/removed. The full file content provides complete context.\n")
+	sb.WriteString("- Focus your review on the CHANGES (the diff), using the full files for context.\n\n")
 	sb.WriteString("Your task:\n")
 	sb.WriteString("1. Review the diff for correctness, idiomatic code, potential bugs, and design issues.\n")
 	sb.WriteString("2. Consider the CI status — if CI has failed, that is an automatic REQUEST_CHANGES regardless of code quality.\n")
@@ -36,15 +40,19 @@ func BuildSystemPrompt(conventions string) string {
 	sb.WriteString("- Line numbers should reference the new file line numbers from the diff headers.\n")
 	sb.WriteString("- If the diff is empty or trivial (only formatting/whitespace), APPROVE with no findings.\n")
 
+	if patterns != "" {
+		sb.WriteString(fmt.Sprintf("\n\n## Language Patterns & Idioms\n\nUse the following patterns as review criteria. Code that violates these established patterns is a finding:\n\n%s\n", patterns))
+	}
+
 	if conventions != "" {
-		sb.WriteString(fmt.Sprintf("\n\nThe repository has the following coding conventions that should be respected:\n\n%s\n", conventions))
+		sb.WriteString(fmt.Sprintf("\n\n## Repository Conventions\n\nThe repository has the following coding conventions that must be respected:\n\n%s\n", conventions))
 	}
 
 	return sb.String()
 }
 
 // BuildUserPrompt constructs the user message with PR context.
-func BuildUserPrompt(title, description, diff string, ciPassed bool, ciDetails string) string {
+func BuildUserPrompt(title, description, diff, fileContext string, ciPassed bool, ciDetails string) string {
 	var sb strings.Builder
 
 	sb.WriteString(fmt.Sprintf("## Pull Request: %s\n\n", title))
@@ -63,7 +71,13 @@ func BuildUserPrompt(title, description, diff string, ciPassed bool, ciDetails s
 		sb.WriteString(fmt.Sprintf("CI Details: %s\n", ciDetails))
 	}
 
-	sb.WriteString("\n### Diff\n\n")
+	if fileContext != "" {
+		sb.WriteString("\n### Full File Context (modified files)\n\n")
+		sb.WriteString(fileContext)
+		sb.WriteString("\n")
+	}
+
+	sb.WriteString("\n### Diff (changes to review)\n\n")
 	sb.WriteString("```diff\n")
 	sb.WriteString(diff)
 	sb.WriteString("\n```\n")
diff --git a/review/prompt_test.go b/review/prompt_test.go
index c224619..c3c1d2a 100644
--- a/review/prompt_test.go
+++ b/review/prompt_test.go
@@ -6,7 +6,7 @@ import (
 )
 
 func TestBuildSystemPrompt_NoConventions(t *testing.T) {
-	prompt := BuildSystemPrompt("")
+	prompt := BuildSystemPrompt("", "")
 
 	if !strings.Contains(prompt, "expert code reviewer") {
 		t.Error("expected system prompt to mention code reviewer role")
@@ -18,7 +18,7 @@ func TestBuildSystemPrompt_NoConventions(t *testing.T) {
 
 func TestBuildSystemPrompt_WithConventions(t *testing.T) {
 	conventions := "- Use stdlib only\n- No panics\n"
-	prompt := BuildSystemPrompt(conventions)
+	prompt := BuildSystemPrompt(conventions, "")
 
 	if !strings.Contains(prompt, "coding conventions") {
 		t.Error("expected conventions section")
@@ -29,7 +29,7 @@ func TestBuildSystemPrompt_WithConventions(t *testing.T) {
 }
 
 func TestBuildUserPrompt_Basic(t *testing.T) {
-	prompt := BuildUserPrompt("Fix bug", "Fixes the crash", "diff content here", true, "all checks passed")
+	prompt := BuildUserPrompt("Fix bug", "Fixes the crash", "diff content here", "", true, "all checks passed")
 
 	if !strings.Contains(prompt, "Fix bug") {
 		t.Error("expected PR title")
@@ -46,7 +46,7 @@ func TestBuildUserPrompt_Basic(t *testing.T) {
 }
 
 func TestBuildUserPrompt_CIFailed(t *testing.T) {
-	prompt := BuildUserPrompt("Add tests", "", "some diff", false, "lint: failed")
+	prompt := BuildUserPrompt("Add tests", "", "some diff", "", false, "lint: failed")
 
 	if !strings.Contains(prompt, "FAILED") {
 		t.Error("expected CI status FAILED")
@@ -57,7 +57,7 @@ func TestBuildUserPrompt_CIFailed(t *testing.T) {
 }
 
 func TestBuildUserPrompt_NoDescription(t *testing.T) {
-	prompt := BuildUserPrompt("Quick fix", "", "diff", true, "")
+	prompt := BuildUserPrompt("Quick fix", "", "diff", "", true, "")
 
 	if strings.Contains(prompt, "### Description") {
 		t.Error("should not contain Description header when body is empty")
@@ -66,7 +66,7 @@ func TestBuildUserPrompt_NoDescription(t *testing.T) {
 
 func TestBuildUserPrompt_DiffIncluded(t *testing.T) {
 	diff := "+func Hello() string {\n+\treturn \"hello\"\n+}"
-	prompt := BuildUserPrompt("Greeting", "Add greeting func", diff, true, "")
+	prompt := BuildUserPrompt("Greeting", "Add greeting func", diff, "", true, "")
 
 	if !strings.Contains(prompt, "```diff") {
 		t.Error("expected diff fence")
@@ -75,3 +75,44 @@ func TestBuildUserPrompt_DiffIncluded(t *testing.T) {
 		t.Error("expected diff content in prompt")
 	}
 }
+
+func TestBuildSystemPrompt_WithPatterns(t *testing.T) {
+	patterns := "## Naming: use snake_case for functions"
+	prompt := BuildSystemPrompt("", patterns)
+	if !strings.Contains(prompt, "Language Patterns") {
+		t.Error("expected patterns section header")
+	}
+	if !strings.Contains(prompt, "snake_case") {
+		t.Error("expected patterns content")
+	}
+}
+
+func TestBuildSystemPrompt_WithBoth(t *testing.T) {
+	conventions := "Run mix format before commit"
+	patterns := "Use pipe operator for transformations"
+	prompt := BuildSystemPrompt(conventions, patterns)
+	if !strings.Contains(prompt, "Repository Conventions") {
+		t.Error("expected conventions section")
+	}
+	if !strings.Contains(prompt, "Language Patterns") {
+		t.Error("expected patterns section")
+	}
+}
+
+func TestBuildUserPrompt_WithFileContext(t *testing.T) {
+	fileContext := "--- main.go ---\npackage main\n"
+	prompt := BuildUserPrompt("Fix", "desc", "diff here", fileContext, true, "")
+	if !strings.Contains(prompt, "Full File Context") {
+		t.Error("expected file context section")
+	}
+	if !strings.Contains(prompt, "package main") {
+		t.Error("expected file content in prompt")
+	}
+}
+
+func TestBuildUserPrompt_WithoutFileContext(t *testing.T) {
+	prompt := BuildUserPrompt("Fix", "desc", "diff here", "", true, "")
+	if strings.Contains(prompt, "Full File Context") {
+		t.Error("should not include file context section when empty")
+	}
+}