diff --git a/packages/plugin-github/package.json b/packages/plugin-github/package.json
index 569cdc7eb0..bb9e9ef9c2 100644
--- a/packages/plugin-github/package.json
+++ b/packages/plugin-github/package.json
@@ -29,15 +29,16 @@
     "webhook"
   ],
   "devDependencies": {
+    "@types/marked": "^2.0.0",
+    "koishi-plugin-puppeteer": "^2.0.0",
     "koishi-test-utils": "^6.0.0-beta.10"
   },
   "peerDependencies": {
-    "koishi-core": "^3.3.0",
-    "koishi-plugin-puppeteer": "^2.0.0",
-    "koishi-utils": "^4.0.3"
+    "koishi-core": "^3.3.0"
   },
   "dependencies": {
     "@octokit/webhooks-definitions": "^3.63.1",
-    "axios": "^0.21.1"
+    "axios": "^0.21.1",
+    "marked": "^2.0.1"
   }
 }
diff --git a/packages/plugin-github/src/events.ts b/packages/plugin-github/src/events.ts
index dc2f2dc449..7486a838d3 100644
--- a/packages/plugin-github/src/events.ts
+++ b/packages/plugin-github/src/events.ts
@@ -2,6 +2,7 @@
 
 import { EventPayloadMap, WebhookEventName, Repository, PullRequest } from '@octokit/webhooks-definitions/schema'
 import { EventData } from './server'
+import { transform } from './markdown'
 
 type Camelize<S extends string> = S extends `${infer L}_${infer M}${infer R}` ? `${L}${Uppercase<M>}${Camelize<R>}` : S
 
@@ -72,13 +73,6 @@ export const defaultEvents: EventConfig = {
 
 type EventHandler<T extends EmitterWebhookEventName, P = {}> = (payload: Payload<T>) => EventData<P>
 
-function formatMarkdown(source: string) {
-  return source
-    .replace(/^```(.*)$/gm, '')
-    .replace(/^<!--(.*)-->$/gm, '')
-    .replace(/\n\s*\n/g, '\n')
-}
-
 type FactoryCreator = <T extends EmitterWebhookEventName, P = {}>
   (callback: (event: T, payload: Payload<T>, handler: EventHandler<T, P>) => EventData<P>)
     => <E extends T>(event: E, handler?: EventHandler<E, P>) => void
@@ -108,7 +102,7 @@ export function addListeners(on: <T extends EmitterWebhookEventName>(event: T, h
 
     const index = html_url.indexOf('#')
     const operation = payload.action === 'created' ? 'commented' : 'edited a comment'
-    return [`${user.login} ${operation} on ${target}\n${formatMarkdown(body)}`, {
+    return [`${user.login} ${operation} on ${target}\n${transform(body)}`, {
       link: [html_url],
       react: [url + `/reactions`],
       shot: [
@@ -173,7 +167,7 @@ export function addListeners(on: <T extends EmitterWebhookEventName>(event: T, h
     return [[
       `${sender.login} opened an issue ${full_name}#${number}`,
       `Title: ${title}`,
-      formatMarkdown(body),
+      transform(body),
     ].join('\n')]
   })
 
@@ -207,7 +201,7 @@ export function addListeners(on: <T extends EmitterWebhookEventName>(event: T, h
 
     return [[
       `${user.login} reviewed pull request ${full_name}#${number}`,
-      formatMarkdown(body),
+      transform(body),
     ].join('\n'), {
       link: [html_url],
       reply: [comments_url],
@@ -256,7 +250,7 @@ export function addListeners(on: <T extends EmitterWebhookEventName>(event: T, h
     return [[
       `${sender.login} ${draft ? 'drafted' : 'opened'} a pull request ${full_name}#${number} (${baseLabel} ← ${headLabel})`,
       `Title: ${title}`,
-      formatMarkdown(body),
+      transform(body),
     ].join('\n')]
   })
 
@@ -286,7 +280,7 @@ export function addListeners(on: <T extends EmitterWebhookEventName>(event: T, h
 
     return [[
       `${pusher.name} pushed to ${full_name}:${ref.replace(/^refs\/heads\//, '')}`,
-      ...commits.map(c => `[${c.id.slice(0, 6)}] ${formatMarkdown(c.message)}`),
+      ...commits.map(c => `[${c.id.slice(0, 6)}] ${transform(c.message)}`),
     ].join('\n'), {
       link: [compare],
     }]
diff --git a/packages/plugin-github/src/markdown.ts b/packages/plugin-github/src/markdown.ts
new file mode 100644
index 0000000000..3aea08fe95
--- /dev/null
+++ b/packages/plugin-github/src/markdown.ts
@@ -0,0 +1,36 @@
+import { segment } from 'koishi-utils'
+import marked, { Token, lexer } from 'marked'
+
+declare module 'marked' {
+  namespace Tokens {
+    interface Def {
+      type: 'def'
+    }
+
+    interface Paragraph {
+      tokens: marked.Token[]
+    }
+  }
+}
+
+function renderToken(token: Token) {
+  if (token.type === 'code') {
+    return token.text + '\n'
+  } else if (token.type === 'paragraph') {
+    return render(token.tokens)
+  } else if (token.type === 'image') {
+    return segment.image(token.href)
+  } else if (token.type === 'blockquote') {
+    return token.text
+  }
+  return token.raw
+}
+
+function render(tokens: Token[]) {
+  return tokens.map(renderToken).join('')
+}
+
+export function transform(source: string) {
+  source = source.replace(/^<!--(.*)-->$/gm, '')
+  return render(lexer(source)).trim().replace(/\n\s*\n/g, '\n')
+}