diff --git a/agent/npc.ts b/agent/npc.ts
index 22d8bdf..f598230 100644
--- a/agent/npc.ts
+++ b/agent/npc.ts
@@ -1,6 +1,6 @@
 import { app } from './index.ts';
 
-import { useIssueEnv, useCommentEnv, useRepoInfoEnv } from '../src/index.ts'
+import { useIssueEnv, useCommentEnv, useRepoInfoEnv, IssueLabel } from '../src/index.ts'
 import { pick } from 'es-toolkit';
 
 const writeToProcess = (message: string) => {
@@ -10,6 +10,32 @@ const writeToProcess = (message: string) => {
     console.log(message);
   }
 }
+const getIssuesLabels = async () => {
+  const issueEnv = useIssueEnv();
+  const repoInfoEnv = useRepoInfoEnv();
+  const issueId = issueEnv.issueId;
+  const repoSlug = repoInfoEnv.repoSlug;
+  if (!issueId || !repoSlug) {
+    return [];
+  }
+  const res = await app.run({
+    path: 'cnb',
+    key: 'getIssue',
+    payload: {
+      repo: repoSlug,
+      issueNumber: issueId
+    }
+  });
+  if (res.code === 200) {
+    const issueData = res.data as any;
+    const labels = issueData.labels || [];
+    return labels as IssueLabel[];
+  }
+  console.error('获取 Issue 详情失败', res);
+  return []
+
+}
+
 const main = async () => {
   const repoInfoEnv = useRepoInfoEnv();
   const commentEnv = useCommentEnv();
@@ -17,7 +43,7 @@ const main = async () => {
   const pickCommentEnv = pick(commentEnv, ['commentId', 'commentIdLabel']);
   const pickIssueEnv = pick(issueEnv, ['issueId', 'issueIdLabel', 'issueIid', 'issueIidLabel', 'issueTitle', 'issueTitleLabel', 'issueDescription', 'issueDescriptionLabel']);
   const pickRepoInfoEnv = pick(repoInfoEnv, ['repoId', 'repoIdLabel', 'repoName', 'repoNameLabel', 'repoSlug', 'repoSlugLabel']);
-  const issueLabels = issueEnv.issueLabels || [];
+  // const issueLabels = issueEnv.issueLabels || [];
   const isComment = !!commentEnv.commentId;
   const envList = [
     ...Object.entries(pickRepoInfoEnv).map(([key, value]) => `${key}: ${value}`),
@@ -25,8 +51,10 @@ const main = async () => {
     ...Object.entries(pickCommentEnv).map(([key, value]) => `${key}: ${value}`),
   ]
   writeToProcess('当前环境变量:');
+  const issueLabels = await getIssuesLabels();
+  const issueLabelsNames = issueLabels.map(label => label.name) || [];
   envList.forEach(item => writeToProcess(item));
-  if (!isComment && !issueLabels.includes('Run')) {
+  if (!isComment && !issueLabelsNames.includes('Run')) {
     writeToProcess('当前 Issue 不包含 Run 标签，跳过执行');
     process.exit(0);
   }
diff --git a/agent/routes/issues/list.ts b/agent/routes/issues/list.ts
index 1e3cc64..3e170d4 100644
--- a/agent/routes/issues/list.ts
+++ b/agent/routes/issues/list.ts
@@ -49,4 +49,37 @@ app.route({
 
   const res = await cnb.issue.getList(repo, params);
   ctx.forward(res);
+}).addTo(app);
+
+app.route({
+  path: 'cnb',
+  key: 'getIssue',
+  description: '获取 单个 Issue',
+  middleware: ['auth'],
+  metadata: {
+    tags: ['opencode'],
+    ...createSkill({
+      skill: 'getIssue',
+      title: '获取 单个 Issue',
+      args: {
+        repo: tool.schema.string().optional().describe('代码仓库名称, 如 my-user/my-repo'),
+        issueNumber: tool.schema.union([tool.schema.string(), tool.schema.number()]).describe('Issue 编号'),
+      },
+      summary: '获取 单个 Issue',
+    })
+  }
+}).define(async (ctx) => {
+  const cnb = await cnbManager.getContext(ctx);
+  let repo = ctx.query?.repo || useKey('CNB_REPO_SLUG_LOWERCASE');
+  const issueNumber = ctx.query?.issueNumber;
+
+  if (!repo) {
+    ctx.throw(400, '缺少参数 repo');
+  }
+  if (!issueNumber) {
+    ctx.throw(400, '缺少参数 issueNumber');
+  }
+
+  const res = await cnb.issue.getItem(repo, issueNumber);
+  ctx.forward(res);
 }).addTo(app);
\ No newline at end of file
diff --git a/bun.lock b/bun.lock
index e59e9a5..fe51e78 100644
--- a/bun.lock
+++ b/bun.lock
@@ -16,7 +16,7 @@
       },
       "devDependencies": {
         "@ai-sdk/openai-compatible": "^2.0.35",
-        "@kevisual/ai": "^0.0.27",
+        "@kevisual/ai": "^0.0.28",
         "@kevisual/api": "^0.0.62",
         "@kevisual/code-builder": "^0.0.6",
         "@kevisual/context": "^0.0.8",
@@ -56,7 +56,7 @@
 
     "@jridgewell/sourcemap-codec": ["@jridgewell/sourcemap-codec@1.5.5", "https://registry.npmmirror.com/@jridgewell/sourcemap-codec/-/sourcemap-codec-1.5.5.tgz", {}, "sha512-cYQ9310grqxueWbl+WuIUIaiUaDcj7WOq5fVhEljNVgRfOUhY9fy2zTvfoqWsnebh8Sl70VScFbICvJnLKB0Og=="],
 
-    "@kevisual/ai": ["@kevisual/ai@0.0.27", "https://registry.npmmirror.com/@kevisual/ai/-/ai-0.0.27.tgz", { "dependencies": { "@ai-sdk/anthropic": "^3.0.58", "@ai-sdk/openai": "^3.0.41", "@ai-sdk/openai-compatible": "^2.0.35", "@kevisual/js-filter": "^0.0.6", "@kevisual/logger": "^0.0.4", "@kevisual/permission": "^0.0.4", "@kevisual/query": "^0.0.53", "ai": "^6.0.116", "zod": "^4.3.6" } }, "sha512-1FlDg3Tj4171XY5NpTq+do69CyACgDE5oTA1RJYxQlGgaPeAjx2V2ahBgIDHRRhMSX/ztB1pBF1rx4zDoXq99A=="],
+    "@kevisual/ai": ["@kevisual/ai@0.0.28", "https://registry.npmmirror.com/@kevisual/ai/-/ai-0.0.28.tgz", { "dependencies": { "@ai-sdk/anthropic": "^3.0.58", "@ai-sdk/openai": "^3.0.41", "@ai-sdk/openai-compatible": "^2.0.35", "@kevisual/js-filter": "^0.0.6", "@kevisual/logger": "^0.0.4", "@kevisual/permission": "^0.0.4", "@kevisual/query": "^0.0.53", "ai": "^6.0.116", "zod": "^4.3.6" } }, "sha512-GLwCNXfopDvOj+hEZwEIwOV2/3VGd+TCPgBClaYuAv30KzhgehlCW05HPjBducSg+uPcdKacEzZsecHjo5fMUQ=="],
 
     "@kevisual/api": ["@kevisual/api@0.0.62", "https://registry.npmmirror.com/@kevisual/api/-/api-0.0.62.tgz", { "dependencies": { "@kevisual/context": "^0.0.8", "@kevisual/js-filter": "^0.0.5", "@kevisual/load": "^0.0.6", "@paralleldrive/cuid2": "^3.3.0", "es-toolkit": "^1.45.1", "eventemitter3": "^5.0.4", "fuse.js": "^7.1.0", "nanoid": "^5.1.6", "path-browserify-esm": "^1.0.6", "sonner": "^2.0.7", "spark-md5": "^3.0.2", "zustand": "^5.0.11" } }, "sha512-GB8Ho2absXoXoZP2GKyuoRqRqjdwtV0JR512DXBaKJR2sIPn1KvuglbBiX+zPjDBBskv/ApvZKOoSwj1OmkrKQ=="],
 
diff --git a/src/issue/index.ts b/src/issue/index.ts
index 6fc3ad1..bb34878 100644
--- a/src/issue/index.ts
+++ b/src/issue/index.ts
@@ -5,12 +5,23 @@ export type IssueAssignee = {
   nickname: string;
   username: string;
 };
-
 export type IssueLabel = {
   color: string;
   description: string;
   id: string;
   name: string;
+  creator?: {
+    username: string;
+    nickname: string;
+    email: string;
+    is_npc: boolean;
+  };
+  applied_by?: {
+    username: string;
+    nickname: string;
+    email: string;
+    is_npc: boolean;
+  }
 };
 export type IssueState = 'open' | 'closed';
 
diff --git a/src/issue/npc/env.ts b/src/issue/npc/env.ts
index 15cbf23..4b06d41 100644
--- a/src/issue/npc/env.ts
+++ b/src/issue/npc/env.ts
@@ -128,7 +128,6 @@ export const useIssueEnv = () => {
   const issueState = useKey("CNB_ISSUE_STATE");
   const issueIsResolved = useKey("CNB_ISSUE_IS_RESOLVED");
   const issueAssignees = useKey("CNB_ISSUE_ASSIGNEES");
-  const issueLabels = useKey("CNB_ISSUE_LABELS");
   const issuePriority = useKey("CNB_ISSUE_PRIORITY");
 
   return {
@@ -180,12 +179,6 @@ export const useIssueEnv = () => {
      */
     issueAssignees,
     issueAssigneesLabel: "Issue 处理人列表",
-    /**
-     * @key CNB_ISSUE_LABELS
-     * @description:Issue 标签列表, 多个以 , 分隔。
-     */
-    issueLabels,
-    issueLabelsLabel: "Issue 标签列表, 多个以 , 分隔。",
     /**
      * @key CNB_ISSUE_PRIORITY
      * @description:Issue 优先级