diff --git a/.github/workflows/claude-code-review.yml b/.github/workflows/claude-code-review.yml
new file mode 100644
index 000000000..4caf96a2f
--- /dev/null
+++ b/.github/workflows/claude-code-review.yml
@@ -0,0 +1,54 @@
+name: Claude Code Review
+
+on:
+ pull_request:
+ types: [opened, synchronize]
+ # Optional: Only run on specific file changes
+ # paths:
+ # - "src/**/*.ts"
+ # - "src/**/*.tsx"
+ # - "src/**/*.js"
+ # - "src/**/*.jsx"
+
+jobs:
+ claude-review:
+ # Optional: Filter by PR author
+ # if: |
+ # github.event.pull_request.user.login == 'external-contributor' ||
+ # github.event.pull_request.user.login == 'new-developer' ||
+ # github.event.pull_request.author_association == 'FIRST_TIME_CONTRIBUTOR'
+
+ runs-on: ubuntu-latest
+ permissions:
+ contents: read
+ pull-requests: read
+ issues: read
+ id-token: write
+
+ steps:
+ - name: Checkout repository
+ uses: actions/checkout@v4
+ with:
+ fetch-depth: 1
+
+ - name: Run Claude Code Review
+ id: claude-review
+ uses: anthropics/claude-code-action@v1
+ with:
+ claude_code_oauth_token: ${{ secrets.CLAUDE_CODE_OAUTH_TOKEN }}
+ prompt: |
+ Please review this pull request and provide feedback on:
+ - Code quality and best practices
+ - Potential bugs or issues
+ - Performance considerations
+ - Security concerns
+ - Test coverage
+
+ Use the repository's CLAUDE.md for guidance on style and conventions. Be constructive and helpful in your feedback.
+
+ Use `gh pr comment` with your Bash tool to leave your review as a comment on the PR.
+
+ # See https://github.com/anthropics/claude-code-action/blob/main/docs/usage.md
+ # or https://docs.anthropic.com/en/docs/claude-code/sdk#command-line for available options
+ claude_args: '--allowed-tools "Bash(gh issue view:*),Bash(gh search:*),Bash(gh issue list:*),Bash(gh pr comment:*),Bash(gh pr diff:*),Bash(gh pr view:*),Bash(gh pr list:*)"'
+
diff --git a/.github/workflows/claude.yml b/.github/workflows/claude.yml
new file mode 100644
index 000000000..ae36c007f
--- /dev/null
+++ b/.github/workflows/claude.yml
@@ -0,0 +1,50 @@
+name: Claude Code
+
+on:
+ issue_comment:
+ types: [created]
+ pull_request_review_comment:
+ types: [created]
+ issues:
+ types: [opened, assigned]
+ pull_request_review:
+ types: [submitted]
+
+jobs:
+ claude:
+ if: |
+ (github.event_name == 'issue_comment' && contains(github.event.comment.body, '@claude')) ||
+ (github.event_name == 'pull_request_review_comment' && contains(github.event.comment.body, '@claude')) ||
+ (github.event_name == 'pull_request_review' && contains(github.event.review.body, '@claude')) ||
+ (github.event_name == 'issues' && (contains(github.event.issue.body, '@claude') || contains(github.event.issue.title, '@claude')))
+ runs-on: ubuntu-latest
+ permissions:
+ contents: read
+ pull-requests: read
+ issues: read
+ id-token: write
+ actions: read # Required for Claude to read CI results on PRs
+ steps:
+ - name: Checkout repository
+ uses: actions/checkout@v4
+ with:
+ fetch-depth: 1
+
+ - name: Run Claude Code
+ id: claude
+ uses: anthropics/claude-code-action@v1
+ with:
+ claude_code_oauth_token: ${{ secrets.CLAUDE_CODE_OAUTH_TOKEN }}
+
+ # This is an optional setting that allows Claude to read CI results on PRs
+ additional_permissions: |
+ actions: read
+
+ # Optional: Give a custom prompt to Claude. If this is not specified, Claude will perform the instructions specified in the comment that tagged it.
+ # prompt: 'Update the pull request description to include a summary of changes.'
+
+ # Optional: Add claude_args to customize behavior and configuration
+ # See https://github.com/anthropics/claude-code-action/blob/main/docs/usage.md
+ # or https://docs.anthropic.com/en/docs/claude-code/sdk#command-line for available options
+ # claude_args: '--model claude-opus-4-1-20250805 --allowed-tools Bash(gh pr:*)'
+
diff --git a/.gitignore b/.gitignore
index fe7f553d9..a55667e96 100644
--- a/.gitignore
+++ b/.gitignore
@@ -16,8 +16,13 @@ pages/research/local_research/
.vscode
agent.toml
content_suggestions/
+.claude/
+.qodo/
# app
.next
node_modules
-prompts
\ No newline at end of file
+prompts
+
+#mcp
+.mcp.json
diff --git a/README.md b/README.md
index cac60a8c7..9da0484bf 100644
--- a/README.md
+++ b/README.md
@@ -1,12 +1,18 @@
# Prompt Engineering Guide
+
+ Sponsored by
+
+
Prompt engineering is a relatively new discipline for developing and optimizing prompts to efficiently use language models (LMs) for a wide variety of applications and research topics. Prompt engineering skills help to better understand the capabilities and limitations of large language models (LLMs). Researchers use prompt engineering to improve the capacity of LLMs on a wide range of common and complex tasks such as question answering and arithmetic reasoning. Developers use prompt engineering to design robust and effective prompting techniques that interface with LLMs and other tools.
Motivated by the high interest in developing with LLMs, we have created this new prompt engineering guide that contains all the latest papers, learning guides, lectures, references, and tools related to prompt engineering for LLMs.
🌐 [Prompt Engineering Guide (Web Version)](https://www.promptingguide.ai/)
-🎉 We are excited to launch our brand new prompt engineering courses under the DAIR.AI Academy. [Join Now](https://dair-ai.thinkific.com/bundles/pro)!
+🎉 We are excited to launch our new prompt engineering, RAG, and AI Agents courses under the DAIR.AI Academy. [Join Now](https://dair-ai.thinkific.com/bundles/pro)!
+
+The courses are meant to compliment this guide and provide a more hands-on approach to learning about prompt engineering, context engineering, and AI Agents.
Use code PROMPTING20 to get an extra 20% off.
diff --git a/components/ContentFileNames.tsx b/components/ContentFileNames.tsx
index 837ad452d..a0a64cbfb 100644
--- a/components/ContentFileNames.tsx
+++ b/components/ContentFileNames.tsx
@@ -15,15 +15,14 @@ const ContentFileNames = ({ section = 'research', lang = 'en' }) => {
return (
{fileNames.map(({ slug, title }, index) => (
- }
- title={title}
- href={`/${section}/${slug}`}
- >
- {/* Add your desired content here, or an empty fragment if no content is needed */}
- <>
-
+
+ }
+ title={title}
+ href={`/${section}/${slug}`}
+ children={<>}
+ />
+
))}
);
diff --git a/components/TabsComponent.tsx b/components/TabsComponent.tsx
index 8d52df68d..30b02556e 100644
--- a/components/TabsComponent.tsx
+++ b/components/TabsComponent.tsx
@@ -31,13 +31,13 @@ response = client.chat.completions.create(
};
return (
- tab.model)}>
- {tabsData.map((tab, index) => (
+ tab.model)} children={
+ tabsData.map((tab, index) => (
+