diff --git a/.github/release-template.md b/.github/release-template.md
new file mode 100644
index 00000000..d70055d8
--- /dev/null
+++ b/.github/release-template.md
@@ -0,0 +1,42 @@
+# SkillHub {{version}}
+
+{{One-line summary of the key changes in this release}}
+
+## 🌟 Highlights
+
+- {{Highlight 1}}
+- {{Highlight 2}}
+- {{Highlight 3}}
+
+## 🚨 Breaking Changes
+
+⚠️ {{If any, describe impact and migration guide}}
+
+## ✨ Features
+
+- {{Feature description}} by @author in #PR
+
+## 🐛 Bug Fixes
+
+- {{Fix description}} by @author in #PR
+
+## ⚡ Performance
+
+- {{Performance improvement}} by @author in #PR
+
+## 📚 Documentation
+
+- {{Documentation changes}} by @author in #PR
+
+## 🔧 Chore
+
+- {{Maintenance work}} by @author in #PR
+
+## 📖 Documentation
+- Docs site: https://iflytek.github.io/skillhub/
+
+## 👥 New Contributors
+{{Keep as-is}}
+
+**Full Changelog**: https://github.com/iflytek/skillhub/compare/{{prev_tag}}...{{tag}}
+
diff --git a/.github/scripts/github.ts b/.github/scripts/github.ts
index 7b9778b5..70103211 100644
--- a/.github/scripts/github.ts
+++ b/.github/scripts/github.ts
@@ -138,6 +138,47 @@ export class GitHubClient {
     );
   }
 
+  async listCommitPulls(sha: string): Promise<Array<{ number: number; title: string }>> {
+    return this.request(
+      "GET",
+      `/repos/${this.owner}/${this.repo}/commits/${sha}/pulls`,
+    );
+  }
+
+  async createDraftRelease(
+    tag: string,
+    name: string,
+    body: string,
+  ): Promise<{ id: number; upload_url: string }> {
+    return this.request("POST", `/repos/${this.owner}/${this.repo}/releases`, {
+      tag_name: tag,
+      name,
+      body,
+      draft: true,
+      prerelease: false,
+    });
+  }
+
+  async uploadReleaseAsset(
+    releaseId: number,
+    filename: string,
+    content: string,
+  ): Promise<void> {
+    const uploadUrl = `https://uploads.github.com/repos/${this.owner}/${this.repo}/releases/${releaseId}/assets?name=${encodeURIComponent(filename)}`;
+    const response = await fetch(uploadUrl, {
+      method: "POST",
+      headers: {
+        ...this.headers(),
+        "Content-Type": "text/markdown",
+      },
+      body: content,
+    });
+
+    if (!response.ok) {
+      throw await GitHubApiError.fromResponse(response);
+    }
+  }
+
   private async paginate<T>(path: string): Promise<T[]> {
     const collected: T[] = [];
     let nextPath: string | null = path;
diff --git a/.github/scripts/issue-llm-provider.ts b/.github/scripts/issue-llm-provider.ts
index 276193c3..f73dd8bf 100644
--- a/.github/scripts/issue-llm-provider.ts
+++ b/.github/scripts/issue-llm-provider.ts
@@ -37,6 +37,35 @@ export async function requestOpenAiCompatibleJson(
   throw lastError ?? new Error("LLM request failed for an unknown reason.");
 }
 
+export async function requestOpenAiCompatibleMarkdown(
+  config: IssueLlmConfig,
+  systemPrompt: string,
+  userPrompt: string,
+): Promise<string> {
+  let lastError: Error | null = null;
+
+  for (let attempt = 1; attempt <= config.maxAttempts; attempt += 1) {
+    try {
+      return await requestOnceMarkdown(config, systemPrompt, userPrompt);
+    } catch (error) {
+      const normalized = normalizeRequestError(
+        error,
+        attempt,
+        config.maxAttempts,
+      );
+      lastError = normalized;
+
+      if (!shouldRetry(error) || attempt >= config.maxAttempts) {
+        throw normalized;
+      }
+
+      await sleep(resolveRetryDelay(error, config.retryBackoffMs, attempt));
+    }
+  }
+
+  throw lastError ?? new Error("LLM request failed for an unknown reason.");
+}
+
 async function requestOnce(
   config: IssueLlmConfig,
   systemPrompt: string,
@@ -88,6 +117,57 @@ async function requestOnce(
   }
 }
 
+async function requestOnceMarkdown(
+  config: IssueLlmConfig,
+  systemPrompt: string,
+  userPrompt: string,
+): Promise<string> {
+  const controller = new AbortController();
+  const timeout = setTimeout(() => controller.abort(), config.timeoutMs);
+
+  try {
+    const response = await fetch(`${config.baseUrl}/chat/completions`, {
+      method: "POST",
+      signal: controller.signal,
+      headers: {
+        Authorization: `Bearer ${config.apiKey}`,
+        "Content-Type": "application/json",
+      },
+      body: JSON.stringify({
+        model: config.model,
+        temperature: config.temperature,
+        messages: [
+          { role: "system", content: systemPrompt },
+          { role: "user", content: userPrompt },
+        ],
+      }),
+    });
+
+    if (!response.ok) {
+      const message =
+        `LLM request failed with status ${response.status}: ${await response
+          .text()}`;
+      throw new RetryableHttpError(
+        message,
+        response.status,
+        response.headers.get("retry-after"),
+      );
+    }
+
+    const payload = (await response.json()) as OpenAiCompatibleResponse;
+    const content = payload.choices?.[0]?.message?.content;
+    const text = normalizeMessageContent(content);
+
+    if (!text) {
+      throw new Error("LLM response did not include message content.");
+    }
+
+    return text;
+  } finally {
+    clearTimeout(timeout);
+  }
+}
+
 class RetryableHttpError extends Error {
   status: number;
   retryAfterSeconds: number | null;
diff --git a/.github/scripts/release-notes-config.ts b/.github/scripts/release-notes-config.ts
new file mode 100644
index 00000000..d059cfc4
--- /dev/null
+++ b/.github/scripts/release-notes-config.ts
@@ -0,0 +1,53 @@
+import { IssueLlmConfig } from "./issue-llm-types.ts";
+
+const DEFAULT_TIMEOUT_MS = 30000;
+const DEFAULT_MAX_ATTEMPTS = 2;
+const DEFAULT_RETRY_BACKOFF_MS = 1500;
+const DEFAULT_TEMPERATURE = 0.2;
+
+export function readReleaseNotesLlmConfig(): IssueLlmConfig | null {
+  const baseUrl = normalizeUrl(
+    Deno.env.get("RELEASE_NOTES_LLM_BASE_URL") ||
+      Deno.env.get("ISSUE_TRIAGE_LLM_BASE_URL"),
+  );
+  const apiKey = (
+    Deno.env.get("RELEASE_NOTES_LLM_API_KEY") ||
+    Deno.env.get("ISSUE_TRIAGE_LLM_API_KEY")
+  )?.trim() ?? "";
+  const model = (
+    Deno.env.get("RELEASE_NOTES_LLM_MODEL") ||
+    Deno.env.get("ISSUE_TRIAGE_LLM_MODEL")
+  )?.trim() ?? "";
+
+  if (!baseUrl || !apiKey || !model) {
+    console.warn(
+      "LLM config missing, will use fallback mode (conventional commit grouping)",
+    );
+    return null;
+  }
+
+  return {
+    mode: "assist",
+    provider: "openai-compatible",
+    baseUrl,
+    apiKey,
+    model,
+    timeoutMs: DEFAULT_TIMEOUT_MS,
+    maxAttempts: DEFAULT_MAX_ATTEMPTS,
+    retryBackoffMs: DEFAULT_RETRY_BACKOFF_MS,
+    temperature: DEFAULT_TEMPERATURE,
+    maxComments: 0,
+    maxCommentChars: 0,
+    maxBodyChars: 0,
+  };
+}
+
+function normalizeUrl(value: string | undefined | null) {
+  const trimmed = value?.trim();
+
+  if (!trimmed) {
+    return "";
+  }
+
+  return trimmed.endsWith("/") ? trimmed.slice(0, -1) : trimmed;
+}
diff --git a/.github/scripts/release-notes-generator.ts b/.github/scripts/release-notes-generator.ts
new file mode 100644
index 00000000..f1437177
--- /dev/null
+++ b/.github/scripts/release-notes-generator.ts
@@ -0,0 +1,271 @@
+import { GitHubClient } from "./github.ts";
+import { IssueLlmConfig } from "./issue-llm-types.ts";
+import { requestOpenAiCompatibleMarkdown } from "./issue-llm-provider.ts";
+
+interface RawCommit {
+  sha: string;
+  message: string;
+  author: string;
+  prNumber?: number;
+  prTitle?: string;
+  excluded: boolean;
+}
+
+interface ChangeEntry {
+  type: string;
+  scope: string;
+  description: string;
+  prNumber?: number;
+  authors: string[];
+  commits: string[];
+}
+
+export async function generateReleaseNotes(
+  owner: string,
+  repo: string,
+  tag: string,
+  prevTag: string,
+  llmConfig: IssueLlmConfig | null,
+  dryRun: boolean,
+): Promise<string> {
+  const github = new GitHubClient(Deno.env.get("GH_TOKEN") ?? "", owner, repo);
+
+  console.log(`Collecting changes from ${prevTag} to ${tag}...`);
+  const changes = await collectChanges(github, prevTag, tag);
+  console.log(`Found ${changes.length} changes after deduplication`);
+
+  if (llmConfig) {
+    console.log("Generating release notes with LLM...");
+    try {
+      const markdown = await generateMarkdownWithLLM(
+        llmConfig,
+        changes,
+        tag,
+        prevTag,
+        owner,
+        repo,
+      );
+      return markdown;
+    } catch (error) {
+      console.error("LLM generation failed:", error);
+      console.log("Falling back to conventional commit grouping...");
+      return generateFallback(changes, tag, prevTag, owner, repo);
+    }
+  } else {
+    console.log("Using fallback mode (conventional commit grouping)...");
+    return generateFallback(changes, tag, prevTag, owner, repo);
+  }
+}
+
+async function collectChanges(
+  github: GitHubClient,
+  prevTag: string,
+  tag: string,
+): Promise<ChangeEntry[]> {
+  const gitLogCmd = new Deno.Command("git", {
+    args: ["log", `${prevTag}..${tag}`, "--format=%H|%s|%an"],
+    stdout: "piped",
+  });
+  const gitLogOutput = await gitLogCmd.output();
+  const gitLogText = new TextDecoder().decode(gitLogOutput.stdout);
+
+  const rawCommits: RawCommit[] = [];
+  for (const line of gitLogText.trim().split("\n")) {
+    if (!line) continue;
+    const [sha, message, author] = line.split("|");
+    rawCommits.push({
+      sha,
+      message,
+      author,
+      excluded: false,
+    });
+  }
+
+  for (const commit of rawCommits) {
+    if (/^Revert "(.+)"$/.test(commit.message)) {
+      commit.excluded = true;
+      const revertedMsg = commit.message.match(/^Revert "(.+)"$/)?.[1];
+      if (revertedMsg) {
+        const reverted = rawCommits.find((c) => c.message === revertedMsg);
+        if (reverted) reverted.excluded = true;
+      }
+    }
+
+    if (/^Merge (pull request|branch|remote-tracking)/.test(commit.message)) {
+      commit.excluded = true;
+    }
+  }
+
+  for (const commit of rawCommits.filter((c) => !c.excluded)) {
+    try {
+      const pulls = await github.listCommitPulls(commit.sha);
+      if (pulls.length > 0) {
+        commit.prNumber = pulls[0].number;
+        commit.prTitle = pulls[0].title;
+      }
+    } catch (error) {
+      console.warn(`Failed to fetch PR for commit ${commit.sha}:`, error);
+    }
+  }
+
+  const prMap = new Map<number, ChangeEntry>();
+  const standaloneCommits: ChangeEntry[] = [];
+
+  for (const commit of rawCommits.filter((c) => !c.excluded)) {
+    const parsed = parseConventionalCommit(commit.message);
+    const description = commit.prTitle || parsed.description;
+
+    if (commit.prNumber) {
+      if (!prMap.has(commit.prNumber)) {
+        prMap.set(commit.prNumber, {
+          type: parsed.type,
+          scope: parsed.scope,
+          description,
+          prNumber: commit.prNumber,
+          authors: [commit.author],
+          commits: [commit.sha],
+        });
+      } else {
+        const entry = prMap.get(commit.prNumber)!;
+        if (!entry.authors.includes(commit.author)) {
+          entry.authors.push(commit.author);
+        }
+        entry.commits.push(commit.sha);
+      }
+    } else {
+      standaloneCommits.push({
+        type: parsed.type,
+        scope: parsed.scope,
+        description,
+        authors: [commit.author],
+        commits: [commit.sha],
+      });
+    }
+  }
+
+  return [...prMap.values(), ...standaloneCommits];
+}
+
+function parseConventionalCommit(message: string): {
+  type: string;
+  scope: string;
+  description: string;
+} {
+  const match = message.match(/^(\w+)(?:\(([^)]+)\))?: (.+)$/);
+  if (match) {
+    return {
+      type: match[1],
+      scope: match[2] || "",
+      description: match[3],
+    };
+  }
+  return {
+    type: "other",
+    scope: "",
+    description: message,
+  };
+}
+
+async function generateMarkdownWithLLM(
+  config: IssueLlmConfig,
+  changes: ChangeEntry[],
+  tag: string,
+  prevTag: string,
+  owner: string,
+  repo: string,
+): Promise<string> {
+  const template = await Deno.readTextFile(".github/release-template.md");
+
+  const systemPrompt = `You are a senior product manager and technical documentation expert. Rewrite the following technical change list into user-friendly Release Notes.
+
+Requirements:
+1. Strictly follow the Markdown structure and heading levels of the template below
+2. Remove any section entirely (including its heading) if there are no items for it
+3. Rewrite technical jargon into language that end-users can understand
+4. For Breaking Changes, add an upgrade / migration guide
+5. Highlights must contain 2-4 items, distilled from the most important changes
+6. PR number format: #123
+7. Contributor format: @username
+8. Replace {{version}}, {{prev_tag}}, {{tag}} with actual values
+9. Output ONLY the Markdown content — no extra commentary, no code fences
+
+Template:
+---
+${template}
+---`;
+
+  const changesList = changes.map((c) => {
+    const pr = c.prNumber ? ` (#${c.prNumber})` : "";
+    const authors = c.authors.map((a) => `@${a}`).join(", ");
+    return `- ${c.type}(${c.scope}): ${c.description}${pr} by ${authors}`;
+  }).join("\n");
+
+  const userPrompt = `Version: ${tag}
+Previous version: ${prevTag}
+Repository: ${owner}/${repo}
+
+Change list:
+${changesList}`;
+
+  const markdown = await requestOpenAiCompatibleMarkdown(
+    config,
+    systemPrompt,
+    userPrompt,
+  );
+
+  return markdown
+    .replace(/\{\{version\}\}/g, tag)
+    .replace(/\{\{prev_tag\}\}/g, prevTag)
+    .replace(/\{\{tag\}\}/g, tag);
+}
+
+function generateFallback(
+  changes: ChangeEntry[],
+  tag: string,
+  prevTag: string,
+  owner: string,
+  repo: string,
+): string {
+  const grouped = new Map<string, ChangeEntry[]>();
+  for (const change of changes) {
+    const type = change.type;
+    if (!grouped.has(type)) {
+      grouped.set(type, []);
+    }
+    grouped.get(type)!.push(change);
+  }
+
+  const typeLabels: Record<string, string> = {
+    feat: "## ✨ Features",
+    fix: "## 🐛 Bug Fixes",
+    docs: "## 📚 Documentation",
+    perf: "## ⚡ Performance",
+    refactor: "## 🔧 Improvements",
+    test: "## 🧪 Tests",
+    chore: "## 🔧 Chore",
+  };
+
+  let md = `# SkillHub ${tag}\n\n`;
+  md += `> [Auto-generated - LLM unavailable]\n\n`;
+
+  for (const [type, items] of grouped.entries()) {
+    const label = typeLabels[type] || `## ${type}`;
+    md += `${label}\n\n`;
+    for (const item of items) {
+      const pr = item.prNumber ? ` in #${item.prNumber}` : "";
+      const authors = item.authors.map((a) => `@${a}`).join(", ");
+      md += `- ${item.description}${pr} by ${authors}\n`;
+    }
+    md += "\n";
+  }
+
+  const contributors = [
+    ...new Set(changes.flatMap((c) => c.authors)),
+  ];
+  md += `## 👥 Contributors\n\n`;
+  md += contributors.map((a) => `@${a}`).join(", ") + "\n\n";
+
+  md += `**Full Changelog**: https://github.com/${owner}/${repo}/compare/${prevTag}...${tag}\n`;
+
+  return md;
+}
diff --git a/.github/scripts/release-notes.ts b/.github/scripts/release-notes.ts
new file mode 100644
index 00000000..64691cec
--- /dev/null
+++ b/.github/scripts/release-notes.ts
@@ -0,0 +1,79 @@
+import { GitHubClient } from "./github.ts";
+import { readReleaseNotesLlmConfig } from "./release-notes-config.ts";
+import { generateReleaseNotes } from "./release-notes-generator.ts";
+
+function readFlag(name: string): string | null {
+  const index = Deno.args.indexOf(name);
+  if (index === -1 || index === Deno.args.length - 1) {
+    return null;
+  }
+  return Deno.args[index + 1];
+}
+
+function hasFlag(name: string): boolean {
+  return Deno.args.includes(name);
+}
+
+async function detectPrevTag(tag: string): Promise<string> {
+  const cmd = new Deno.Command("git", {
+    args: ["tag", "--sort=-v:refname"],
+    stdout: "piped",
+  });
+  const output = await cmd.output();
+  const tags = new TextDecoder().decode(output.stdout).trim().split("\n");
+
+  const currentIndex = tags.indexOf(tag);
+  if (currentIndex === -1 || currentIndex === tags.length - 1) {
+    throw new Error(`Cannot find previous tag for ${tag}`);
+  }
+
+  return tags[currentIndex + 1];
+}
+
+async function main() {
+  const owner = readFlag("--owner");
+  const repo = readFlag("--repo");
+  const tag = readFlag("--tag");
+  const prevTagArg = readFlag("--prev-tag");
+  const dryRun = hasFlag("--dry-run");
+  const skipLlm = hasFlag("--skip-llm");
+
+  if (!owner || !repo || !tag) {
+    console.error("Usage: release-notes.ts --owner <owner> --repo <repo> --tag <tag> [--prev-tag <prev-tag>] [--dry-run] [--skip-llm]");
+    Deno.exit(1);
+  }
+
+  const prevTag = prevTagArg || await detectPrevTag(tag);
+  console.log(`Generating release notes for ${tag} (previous: ${prevTag})`);
+
+  const llmConfig = skipLlm ? null : readReleaseNotesLlmConfig();
+
+  const markdown = await generateReleaseNotes(
+    owner,
+    repo,
+    tag,
+    prevTag,
+    llmConfig,
+    dryRun,
+  );
+
+  if (dryRun) {
+    console.log("\n=== DRY RUN MODE ===\n");
+    console.log(markdown);
+    console.log("\n=== END DRY RUN ===");
+    return;
+  }
+
+  console.log("Creating draft release...");
+  const github = new GitHubClient(Deno.env.get("GH_TOKEN") ?? "", owner, repo);
+  const release = await github.createDraftRelease(tag, tag, markdown);
+  console.log(`Draft release created: ${release.id}`);
+
+  console.log(`\nDraft release created successfully!`);
+  console.log(`View at: https://github.com/${owner}/${repo}/releases/tag/${tag}`);
+}
+
+main().catch((error) => {
+  console.error("Error:", error);
+  Deno.exit(1);
+});
diff --git a/.github/workflows/release-notes.yml b/.github/workflows/release-notes.yml
new file mode 100644
index 00000000..ebba66bc
--- /dev/null
+++ b/.github/workflows/release-notes.yml
@@ -0,0 +1,46 @@
+name: AI Release Notes
+
+on:
+  push:
+    tags: ["v*"]
+  workflow_dispatch:
+    inputs:
+      tag:
+        description: "Tag to generate release notes for (e.g. v0.3.0)"
+        required: true
+      prev_tag:
+        description: "Previous tag (auto-detect if empty)"
+        required: false
+
+permissions:
+  contents: write
+
+jobs:
+  generate:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          fetch-depth: 0
+
+      - uses: denoland/setup-deno@667a34cdef165d8d2b2e98dde39547c9daac7282 # v2.0.4
+        with:
+          deno-version: v2.x
+
+      - name: Generate release notes
+        env:
+          GH_TOKEN: ${{ github.token }}
+          RELEASE_NOTES_LLM_BASE_URL: ${{ vars.RELEASE_NOTES_LLM_BASE_URL || 'https://models.inference.ai.azure.com' }}
+          RELEASE_NOTES_LLM_API_KEY: ${{ secrets.RELEASE_NOTES_LLM_API_KEY || github.token }}
+          RELEASE_NOTES_LLM_MODEL: ${{ vars.RELEASE_NOTES_LLM_MODEL || 'gpt-4o-mini' }}
+          ISSUE_TRIAGE_LLM_BASE_URL: ${{ vars.ISSUE_TRIAGE_LLM_BASE_URL }}
+          ISSUE_TRIAGE_LLM_API_KEY: ${{ secrets.ISSUE_TRIAGE_LLM_API_KEY }}
+          ISSUE_TRIAGE_LLM_MODEL: ${{ vars.ISSUE_TRIAGE_LLM_MODEL }}
+        run: |
+          TAG="${{ github.event.inputs.tag || github.ref_name }}"
+          PREV="${{ github.event.inputs.prev_tag }}"
+          ARGS="--owner ${{ github.repository_owner }} --repo ${{ github.event.repository.name }} --tag $TAG"
+          [ -n "$PREV" ] && ARGS="$ARGS --prev-tag $PREV"
+
+          deno run --allow-env --allow-net --allow-run --allow-read \
+            .github/scripts/release-notes.ts $ARGS
diff --git a/.gitignore b/.gitignore
index dcf12884..2eae3701 100644
--- a/.gitignore
+++ b/.gitignore
@@ -62,6 +62,7 @@ package-lock.json
 **/.playwright/
 **/playwright-report/
 **/test-results/
+.playwright-mcp/
 
 # Python / temporary files
 *.py[cod]
@@ -82,3 +83,6 @@ docs/superpowers/
 # Local workspace metadata
 AGENTS.md
 CLAUDE.md
+
+# Local config file
+.mcp.json