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@andrew-lastmile andrew-lastmile commented Nov 4, 2025

timer-app

Summary by CodeRabbit

  • New Features

    • Added a complete Timer App example with a React UI, configurable countdown, start/reset controls, and completion notifications.
  • Documentation

    • Added detailed README for the Timer App covering setup, local testing, build and deployment steps.
  • Updates

    • Updated example dependency manifests to reflect core framework requirements and removed a local development linkage.

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Walkthrough

Adds a new Timer ChatGPT App example (Python MCP backend + React TypeScript widget), supporting tool/resource handlers, local server bootstrap, web client components/hooks/types, and adjusts example requirements linking to the local mcp-agent dependency.

Changes

Cohort / File(s) Summary
Dependency changes
examples/cloud/chatgpt_app/requirements.txt, examples/cloud/chatgpt_apps/basic_app/requirements.txt
Removed local mcp-agent @ file://... entry from examples/cloud/chatgpt_app/requirements.txt; added/kept a local mcp-agent reference in examples/cloud/chatgpt_apps/basic_app/requirements.txt.
Timer backend (Python MCP app)
examples/cloud/chatgpt_apps/timer/main.py, examples/cloud/chatgpt_apps/timer/mcp_agent.config.yaml, examples/cloud/chatgpt_apps/timer/requirements.txt
New MCP app implementing a TimerWidget dataclass, MIME/resource templates, MCP tool/resource handlers (_list_tools, _list_resources, _list_resource_templates, _handle_read_resource, _call_tool_request), handler wiring, and a main() server bootstrap; added config and requirements.
Web client project files
examples/cloud/chatgpt_apps/timer/web/package.json, examples/cloud/chatgpt_apps/timer/web/tsconfig.json, examples/cloud/chatgpt_apps/timer/web/.gitignore, examples/cloud/chatgpt_apps/timer/web/public/index.html, examples/cloud/chatgpt_apps/timer/web/README.md
New React/TypeScript workspace configuration, ignore rules, HTML entry, README, and build scripts.
Web client entry & styles
examples/cloud/chatgpt_apps/timer/web/src/index.tsx, examples/cloud/chatgpt_apps/timer/web/src/index.css, examples/cloud/chatgpt_apps/timer/web/src/components/App.css
Added React entry, global CSS reset, and app-level styles.
UI components
examples/cloud/chatgpt_apps/timer/web/src/components/App.tsx, .../Timer.tsx, .../Timer.css, .../ui/button.tsx, .../ui/card.tsx
New React components: App (wires OpenAI globals and widget state), Timer (countdown logic and controls), Button, Card, plus component-specific CSS.
Utilities, hooks, and types
examples/cloud/chatgpt_apps/timer/web/src/utils/types.ts, .../dev-openai-global.ts, .../hooks/use-openai-global.ts, .../hooks/use-theme.ts, .../hooks/use-widget-state.ts
Added OpenAI integration type definitions, dev mock global setup, and hooks for reading globals, theme, and widget state synchronization.
Minor whitespace
examples/cloud/chatgpt_apps/basic_app/main.py
Trailing newline/EOF normalization; no behavior changes.

Sequence Diagram(s)

sequenceDiagram
    participant User
    participant UI as Web Client (React)
    participant MCP as MCP Server (Python)
    participant OpenAI as OpenAI Host

    User->>UI: interact (start/reset)
    UI->>UI: update local state / useWidgetState sync
    UI->>OpenAI: (dev/mock) callTool / send state updates
    OpenAI->>MCP: CallTool request (routed via OpenAI Apps host)
    MCP->>MCP: _call_tool_request processes input, builds response + widget resource
    MCP-->>OpenAI: returns tool result (including embedded widget resource)
    OpenAI-->>UI: provides widget resource / initial state to client
    UI->>UI: countdown loop (useEffect), on complete -> sendFollowUpMessage
    OpenAI->>UI: follow-up message displays
Loading

Estimated code review effort

🎯 4 (Complex) | ⏱️ ~70 minutes

  • Files span backend Python MCP logic, frontend React/TypeScript components, hooks, and types — different review contexts.
  • Pay special attention to:
    • Timer countdown correctness and edge cases in Timer.tsx
    • MCP handlers, resource URI routing, and error handling in main.py
    • Type definitions and window/global augmentation in types.ts
    • useWidgetState synchronization semantics and side effects

Suggested reviewers

  • saqadri

Poem

🐇 I built a timer with a twitchy hop,

ticks in TypeScript, Python on top.
Widgets whisper, servers hum,
countdowns dance till zero's come —
carrots, code, and one small hop.

Pre-merge checks and finishing touches

✅ Passed checks (2 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title directly and clearly describes the main change: adding a timer ChatGPT app example to the codebase, which is confirmed by the extensive file additions in the examples/cloud/chatgpt_apps/timer directory.
✨ Finishing touches
🧪 Generate unit tests (beta)
  • Create PR with unit tests
  • Post copyable unit tests in a comment
  • Commit unit tests in branch docs/timer-app

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Added a gif to enhance the README with visual context.
Adding public no-auth endpoint for users to try
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@saqadri saqadri left a comment

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nice!

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Actionable comments posted: 12

🧹 Nitpick comments (10)
examples/cloud/chatgpt_apps/timer/web/public/index.html (1)

1-17: Well-structured HTML entry point for the Timer React app.

The file follows React conventions with a minimal but complete entry point structure. The metadata is appropriate (charset, viewport, description) and accessibility is properly considered with the lang attribute and noscript fallback.

Optional enhancements to consider:

  • Verify that the theme-color value (#000000) aligns with your actual UI color scheme, or update it to match your app's primary theme.
  • Consider adding a <link rel="icon" href="/favicon.ico" /> if you have a favicon to display in browser tabs.
  • If your app should work as a Progressive Web App (PWA), consider adding a manifest link: <link rel="manifest" href="/manifest.json" />.

These are optional improvements for enhanced branding and PWA support, but not blockers for functionality.

examples/cloud/chatgpt_apps/timer/web/tsconfig.json (1)

3-3: Update ES5 target to a modern standard for React 18+ compatibility.

The TypeScript configuration targets ES5, but uses react-jsx (line 17), which requires ES2020+ features for proper JSX handling and modern React compatibility. This mismatch may cause transpilation issues or unexpected runtime behavior.

Update the target to ES2020 or higher:

-    "target": "es5",
+    "target": "es2020",

Alternatively, if ES5 compatibility is a hard requirement, revert jsx to the older react mode (though this is less ideal for modern React 18+).

Also applies to: 17-17

examples/cloud/chatgpt_apps/basic_app/main.py (1)

45-52: Consider making asset path resolution more dynamic.

The hard-coded asset paths (lines 46–47) include build-specific hashes (9c62c88b, 57005a98) that will become stale each time the web client is rebuilt. While this is acknowledged in the surrounding comments as an intentional example pattern, developers copying this approach may forget to update these hashes after rebuilding.

For a production-ready example, consider scanning the build directory to discover and resolve the actual asset files dynamically, or document the need to regenerate these hashes after each build.

examples/cloud/chatgpt_apps/timer/web/README.md (1)

3-25: Generic setup instructions lack timer-specific documentation.

The instructions (Install dependencies, Dev Flow, Building) are generic and could apply to any React app. To be helpful for developers, this README should:

  • Briefly describe what the timer app does
  • Document how to interact with the OpenAI Apps integration
  • Explain any environment setup required for MCP integration (as hinted by the AI summary mentioning Python MCP backend)
  • Add troubleshooting or configuration notes if applicable
examples/cloud/chatgpt_apps/timer/web/package.json (1)

30-41: Recommend adding Node version constraint.

Add an "engines" field to document the Node.js version requirement and ensure consistency across development and CI environments:

  "browserslist": {
    "production": [
      ">0.2%",
      "not dead",
      "not op_mini all"
    ],
    "development": [
      "last 1 chrome version",
      "last 1 firefox version",
      "last 1 safari version"
    ]
- }
+ },
+ "engines": {
+   "node": ">=18.0.0",
+   "npm": ">=9.0.0"
+ }
examples/cloud/chatgpt_apps/timer/web/src/components/App.css (1)

37-70: Remove unused boilerplate styles.

The styles for .App-logo, .App-header, .App-link, and the App-logo-spin animation appear to be unused Create React App boilerplate. These classes are not referenced in the App component or Timer components.

Apply this diff to remove the unused styles:

-.App-logo {
-  height: 40vmin;
-  pointer-events: none;
-}
-
-@media (prefers-reduced-motion: no-preference) {
-  .App-logo {
-    animation: App-logo-spin infinite 20s linear;
-  }
-}
-
-.App-header {
-  background-color: #282c34;
-  min-height: 100vh;
-  display: flex;
-  flex-direction: column;
-  align-items: center;
-  justify-content: center;
-  font-size: calc(10px + 2vmin);
-  color: white;
-}
-
-.App-link {
-  color: #61dafb;
-}
-
-@keyframes App-logo-spin {
-  from {
-    transform: rotate(0deg);
-  }
-  to {
-    transform: rotate(360deg);
-  }
-}
examples/cloud/chatgpt_apps/timer/web/src/components/ui/button.tsx (1)

10-48: Add interactive states for better UX.

The button lacks hover, focus, and active states, which are important for accessibility and user feedback. While the transition property is defined, there are no state-specific styles to transition to.

Consider adding interactive states. Here's an approach using inline event handlers or CSS-in-JS:

 const Button = React.forwardRef<HTMLButtonElement, ButtonProps>(
   ({ className, variant = "default", size = "default", ...props }, ref) => {
+    const [isHovered, setIsHovered] = React.useState(false);
+    const [isFocused, setIsFocused] = React.useState(false);
+
     const baseStyles: React.CSSProperties = {
       display: 'inline-flex',
       alignItems: 'center',
       justifyContent: 'center',
       borderRadius: '6px',
       fontSize: '14px',
       fontWeight: 500,
       transition: 'all 0.2s',
       cursor: 'pointer',
       border: 'none',
       outline: 'none',
     }

     const variantStyles: React.CSSProperties = {
       default: {
         backgroundColor: '#3b82f6',
         color: 'white',
+        ...(isHovered && { backgroundColor: '#2563eb' }),
+        ...(isFocused && { boxShadow: '0 0 0 3px rgba(59, 130, 246, 0.5)' }),
       },
       outline: {
         backgroundColor: 'transparent',
         border: '1px solid #e5e7eb',
         color: '#374151',
+        ...(isHovered && { backgroundColor: '#f9fafb' }),
+        ...(isFocused && { boxShadow: '0 0 0 3px rgba(229, 231, 235, 0.5)' }),
       },
     }[variant]

     return (
       <button
         ref={ref}
         className={className}
+        onMouseEnter={() => setIsHovered(true)}
+        onMouseLeave={() => setIsHovered(false)}
+        onFocus={() => setIsFocused(true)}
+        onBlur={() => setIsFocused(false)}
         style={{
           ...baseStyles,
           ...sizeStyles,
           ...variantStyles,
           ...props.style,
+          ...(props.disabled && { opacity: 0.6, cursor: 'not-allowed' }),
         }}
         {...props}
       />
     )
   }
 )
examples/cloud/chatgpt_apps/timer/web/src/utils/dev-openai-global.ts (1)

1-68: Consider extracting shared development utilities.

This file is identical to examples/cloud/chatgpt_apps/basic_app/web/src/utils/dev-openai-global.ts (see relevant code snippets). While code duplication in example projects is sometimes acceptable for independence, consider whether these development utilities could be extracted to a shared package or template to improve maintainability.

Potential approaches:

  1. Create a shared @examples/dev-utils package that both examples depend on
  2. Keep the duplication for example independence (current approach)
  3. Add a comment referencing the other example to keep them in sync during updates

If you choose to keep the duplication, no action is needed—this is just a maintainability consideration.

examples/cloud/chatgpt_apps/timer/web/src/utils/hooks/use-openai-global.ts (1)

8-37: Consider extracting to a shared utility.

This hook is identical to the one in examples/cloud/chatgpt_apps/basic_app/web/src/utils/hooks/use-openai-global.ts. Since multiple ChatGPT app examples will likely need this functionality, consider extracting it to a shared package or common utilities folder to reduce duplication and maintenance burden.

examples/cloud/chatgpt_apps/timer/web/src/utils/types.ts (1)

10-97: Consider extracting shared types to a common package.

Lines 10-97 define types that are identical to those in examples/cloud/chatgpt_apps/basic_app/web/src/utils/types.ts. The comment on lines 35-36 acknowledges this duplication and mentions eventually using a public package.

To reduce maintenance burden across multiple ChatGPT app examples, consider:

  1. Creating a shared types package in examples/cloud/chatgpt_apps/shared/ or similar
  2. Exporting common types from a single source
  3. Importing them in both timer and basic_app examples

This will ensure consistency and simplify updates when the public package becomes available.

📜 Review details

Configuration used: CodeRabbit UI

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 27b2a4d and 04c16c3.

⛔ Files ignored due to path filters (2)
  • examples/cloud/chatgpt_apps/basic_app/web/yarn.lock is excluded by !**/yarn.lock, !**/*.lock
  • examples/cloud/chatgpt_apps/timer/web/yarn.lock is excluded by !**/yarn.lock, !**/*.lock
📒 Files selected for processing (25)
  • examples/cloud/chatgpt_app/requirements.txt (0 hunks)
  • examples/cloud/chatgpt_apps/basic_app/main.py (1 hunks)
  • examples/cloud/chatgpt_apps/basic_app/requirements.txt (1 hunks)
  • examples/cloud/chatgpt_apps/timer/README.md (1 hunks)
  • examples/cloud/chatgpt_apps/timer/main.py (1 hunks)
  • examples/cloud/chatgpt_apps/timer/mcp_agent.config.yaml (1 hunks)
  • examples/cloud/chatgpt_apps/timer/requirements.txt (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/.gitignore (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/README.md (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/package.json (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/public/index.html (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/src/components/App.css (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/src/components/App.tsx (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/src/components/Timer.css (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/src/components/Timer.tsx (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/src/components/ui/button.tsx (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/src/components/ui/card.tsx (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/src/index.css (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/src/index.tsx (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/src/utils/dev-openai-global.ts (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/src/utils/hooks/use-openai-global.ts (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/src/utils/hooks/use-theme.ts (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/src/utils/hooks/use-widget-state.ts (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/src/utils/types.ts (1 hunks)
  • examples/cloud/chatgpt_apps/timer/web/tsconfig.json (1 hunks)
💤 Files with no reviewable changes (1)
  • examples/cloud/chatgpt_app/requirements.txt
🧰 Additional context used
🧠 Learnings (2)
📚 Learning: 2025-07-22T18:59:49.368Z
Learnt from: CR
Repo: lastmile-ai/mcp-agent PR: 0
File: examples/usecases/reliable_conversation/CLAUDE.md:0-0
Timestamp: 2025-07-22T18:59:49.368Z
Learning: Applies to examples/usecases/reliable_conversation/examples/reliable_conversation/src/**/*.py : Use mcp-agent's Agent abstraction for ALL LLM interactions, including quality evaluation, to ensure consistent tool access, logging, and error handling.

Applied to files:

  • examples/cloud/chatgpt_apps/basic_app/requirements.txt
  • examples/cloud/chatgpt_apps/timer/requirements.txt
📚 Learning: 2025-07-22T18:59:49.368Z
Learnt from: CR
Repo: lastmile-ai/mcp-agent PR: 0
File: examples/usecases/reliable_conversation/CLAUDE.md:0-0
Timestamp: 2025-07-22T18:59:49.368Z
Learning: Applies to examples/usecases/reliable_conversation/examples/reliable_conversation/src/utils/config.py : Configuration values such as quality_threshold, max_refinement_attempts, consolidation_interval, and evaluator_model_provider must be loaded from mcp_agent.config.yaml.

Applied to files:

  • examples/cloud/chatgpt_apps/timer/mcp_agent.config.yaml
🧬 Code graph analysis (8)
examples/cloud/chatgpt_apps/timer/web/src/utils/hooks/use-theme.ts (2)
examples/cloud/chatgpt_apps/timer/web/src/utils/types.ts (1)
  • Theme (48-48)
examples/cloud/chatgpt_apps/timer/web/src/utils/hooks/use-openai-global.ts (1)
  • useOpenAiGlobal (8-37)
examples/cloud/chatgpt_apps/timer/web/src/index.tsx (1)
examples/cloud/chatgpt_apps/timer/web/src/utils/dev-openai-global.ts (1)
  • setupDevOpenAiGlobal (7-68)
examples/cloud/chatgpt_apps/timer/web/src/utils/hooks/use-widget-state.ts (2)
examples/cloud/chatgpt_apps/timer/web/src/utils/types.ts (1)
  • UnknownObject (46-46)
examples/cloud/chatgpt_apps/timer/web/src/utils/hooks/use-openai-global.ts (1)
  • useOpenAiGlobal (8-37)
examples/cloud/chatgpt_apps/timer/web/src/utils/hooks/use-openai-global.ts (2)
examples/cloud/chatgpt_apps/basic_app/web/src/utils/hooks/use-openai-global.ts (1)
  • useOpenAiGlobal (8-37)
examples/cloud/chatgpt_apps/timer/web/src/utils/types.ts (3)
  • OpenAiGlobals (10-33)
  • SetGlobalsEvent (93-97)
  • SET_GLOBALS_EVENT_TYPE (92-92)
examples/cloud/chatgpt_apps/timer/web/src/components/App.tsx (5)
examples/cloud/chatgpt_apps/timer/web/src/utils/hooks/use-theme.ts (1)
  • useTheme (4-6)
examples/cloud/chatgpt_apps/timer/web/src/utils/hooks/use-openai-global.ts (1)
  • useOpenAiGlobal (8-37)
examples/cloud/chatgpt_apps/timer/web/src/utils/types.ts (1)
  • TimerWidgetState (1-8)
examples/cloud/chatgpt_apps/timer/web/src/utils/hooks/use-widget-state.ts (1)
  • useWidgetState (13-45)
examples/cloud/chatgpt_apps/timer/web/src/components/Timer.tsx (1)
  • Timer (14-160)
examples/cloud/chatgpt_apps/timer/web/src/utils/dev-openai-global.ts (2)
examples/cloud/chatgpt_apps/basic_app/web/src/utils/dev-openai-global.ts (1)
  • setupDevOpenAiGlobal (7-68)
examples/cloud/chatgpt_apps/timer/web/src/utils/types.ts (1)
  • OpenAiGlobals (10-33)
examples/cloud/chatgpt_apps/timer/web/src/utils/types.ts (1)
examples/cloud/chatgpt_apps/basic_app/web/src/utils/types.ts (13)
  • OpenAiGlobals (5-28)
  • UnknownObject (41-41)
  • Theme (43-43)
  • UserAgent (58-64)
  • DisplayMode (67-67)
  • SafeArea (52-54)
  • CallTool (81-84)
  • RequestDisplayMode (68-74)
  • SafeAreaInsets (45-50)
  • DeviceType (56-56)
  • CallToolResponse (76-78)
  • SET_GLOBALS_EVENT_TYPE (87-87)
  • SetGlobalsEvent (88-92)
examples/cloud/chatgpt_apps/timer/main.py (2)
src/mcp_agent/server/app_server.py (2)
  • app (280-282)
  • create_mcp_server_for_app (642-2361)
examples/cloud/chatgpt_apps/basic_app/main.py (4)
  • _resource_description (96-97)
  • _tool_meta (112-120)
  • _embedded_widget_resource (100-109)
  • main (157-191)
🪛 markdownlint-cli2 (0.18.1)
examples/cloud/chatgpt_apps/timer/README.md

110-110: Bare URL used

(MD034, no-bare-urls)


111-111: Bare URL used

(MD034, no-bare-urls)

🔇 Additional comments (9)
examples/cloud/chatgpt_apps/timer/web/.gitignore (1)

1-23: Solid .gitignore configuration for a Node.js/React project.

The file is well-organized with clear sections covering dependencies, testing artifacts, production builds, and miscellaneous files. All standard patterns for a React/TypeScript web application are appropriately included, and the reference to GitHub's documentation is helpful for maintainers.

examples/cloud/chatgpt_apps/basic_app/main.py (1)

195-195: Trailing newline addition looks good.

Minimal formatting improvement—no functional changes.

examples/cloud/chatgpt_apps/timer/web/package.json (2)

20-23: Good: Standard React development and build scripts.

The scripts are correctly configured for a Create React App template.


24-29: Good: Standard ESLint configuration for React.

The ESLint config appropriately extends the Create React App presets.

examples/cloud/chatgpt_apps/timer/web/src/index.css (1)

1-13: LGTM!

Standard global CSS reset with appropriate font stacks and font smoothing properties.

examples/cloud/chatgpt_apps/timer/web/src/utils/hooks/use-theme.ts (1)

1-6: LGTM!

Clean hook implementation with appropriate default fallback to "light" theme.

examples/cloud/chatgpt_apps/timer/web/src/components/Timer.css (1)

1-143: LGTM!

Comprehensive styling with proper dark theme support, accessibility considerations (completed state with pulsing animation), and a clean grid-based layout. The completed state styling provides good visual feedback.

examples/cloud/chatgpt_apps/timer/web/src/components/ui/card.tsx (1)

3-58: LGTM!

The Card components follow React best practices with proper ref forwarding, style composition, and displayName assignments. The inline style approach with spread override pattern is clean and flexible.

examples/cloud/chatgpt_apps/timer/web/src/components/Timer.tsx (1)

92-92: Verify callback stability for onTimerUpdate.

The onTimerUpdate callback is included in the dependency array but may not be stable across renders if the parent doesn't memoize it. This could cause the effect to re-run unnecessarily, clearing and restarting the interval.

Ensure the parent component wraps onTimerUpdate in useCallback, or consider using useRef to store the latest callback:

const onTimerUpdateRef = useRef(onTimerUpdate);
useEffect(() => {
  onTimerUpdateRef.current = onTimerUpdate;
}, [onTimerUpdate]);

Then use onTimerUpdateRef.current in the effect and remove onTimerUpdate from the dependency array.

@@ -0,0 +1,2 @@
# Core framework dependency
mcp-agent @ file://../../../../ # Link to the local mcp-agent project root
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⚠️ Potential issue | 🔴 Critical

Fix invalid local dependency reference

pip treats file:// URIs as absolute paths; combining the scheme with a relative path makes installation fail on every environment outside your workstation. RFC 3986 also disallows relative paths for the file scheme, so this line cannot be resolved when someone runs uv pip install -r requirements.txt.(github.com)
Switch to a plain relative path (or compute an absolute path at runtime) so local installs and CI builds succeed:

-mcp-agent @ file://../../../../  # Link to the local mcp-agent project root
+mcp-agent @ ../../../../  # Link to the local mcp-agent project root
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
mcp-agent @ file://../../../../ # Link to the local mcp-agent project root
mcp-agent @ ../../../../ # Link to the local mcp-agent project root
🤖 Prompt for AI Agents
examples/cloud/chatgpt_apps/basic_app/requirements.txt lines 2-2: the dependency
uses a file:// URI with a relative path which pip rejects; change the line to
reference the local package with a plain relative path (or an editable install)
so it works across environments — e.g. replace "mcp-agent @ file://../../../../"
with "mcp-agent @ ../../../../" or use " -e ../../../../ " / "mcp-agent @
../../../../#egg=mcp-agent" depending on desired install style, then verify pip
install -r requirements.txt succeeds in CI.

Comment on lines +46 to +53
JS_PATH = ASSETS_DIR / "js" / "main.50dd757e.js"
CSS_PATH = ASSETS_DIR / "css" / "main.bf8e60c9.css"


# METHOD 1: Inline the JS and CSS into the HTML template
TIMER_JS = JS_PATH.read_text(encoding="utf-8")
TIMER_CSS = CSS_PATH.read_text(encoding="utf-8")

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⚠️ Potential issue | 🔴 Critical

Resolve brittle asset lookups

main.50dd757e.js and main.bf8e60c9.css are hashed outputs from the React build. Their names change whenever the bundle contents change, so the current code starts throwing FileNotFoundError after the next yarn build. Create React App explicitly documents the hash-in-filename behavior, so we need to discover the generated files at runtime (e.g., via glob or asset-manifest.json) instead of freezing the old hash.(create-react-app.dev)
A minimal fix is to glob for main.*.js/css and fail fast if nothing matches:

-from pathlib import Path
+from pathlib import Path
+from typing import Iterable-# Make sure these paths align with the build output paths (dynamic per build)
-JS_PATH = ASSETS_DIR / "js" / "main.50dd757e.js"
-CSS_PATH = ASSETS_DIR / "css" / "main.bf8e60c9.css"
+def _resolve_bundle_file(subdir: str, pattern: str) -> Path:
+    matches: Iterable[Path] = (ASSETS_DIR / subdir).glob(pattern)
+    try:
+        return max(matches)
+    except ValueError as exc:
+        raise FileNotFoundError(
+            f"No assets matching {pattern} under {ASSETS_DIR/subdir}. Did you run `yarn build`?"
+        ) from exc
+
+JS_PATH = _resolve_bundle_file("js", "main.*.js")
+CSS_PATH = _resolve_bundle_file("css", "main.*.css")

Committable suggestion skipped: line range outside the PR's diff.

🤖 Prompt for AI Agents
In examples/cloud/chatgpt_apps/timer/main.py around lines 46 to 53, the code
hardcodes hashed asset filenames which will break after new builds; replace the
static paths with a runtime discovery (e.g., glob the ASSETS_DIR/js/main.*.js
and ASSETS_DIR/css/main.*.css or read asset-manifest.json) to find the generated
filenames, pick the matched file (fail fast with a clear FileNotFoundError if
none), and then read_text() from the discovered Path instead of the hardcoded
JS_PATH/CSS_PATH.

Comment on lines +51 to +53
TIMER_JS = JS_PATH.read_text(encoding="utf-8")
TIMER_CSS = CSS_PATH.read_text(encoding="utf-8")

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⚠️ Potential issue | 🟠 Major

Load bundle contents lazily

Because TIMER_JS/TIMER_CSS are read at import time, any missing build artifacts raise before main() can emit a helpful error. That makes uv run main.py unusable right after cloning the repo. Consider delaying the read_text() calls until runtime (e.g., inside _embedded_widget_resource() or a helper that first checks ASSETS_DIR.exists()) so the friendly “Please build the web client…” message can run. A quick fix is to wrap the reads in a helper:

-TIMER_JS = JS_PATH.read_text(encoding="utf-8")
-TIMER_CSS = CSS_PATH.read_text(encoding="utf-8")
+def _load_timer_assets() -> tuple[str, str]:
+    if not ASSETS_DIR.exists():
+        raise FileNotFoundError(
+            f"Assets directory not found at {ASSETS_DIR}. "
+            "Please build the web client before running the server."
+        )
+    return (
+        JS_PATH.read_text(encoding="utf-8"),
+        CSS_PATH.read_text(encoding="utf-8"),
+    )
+
+TIMER_JS, TIMER_CSS = _load_timer_assets()
🤖 Prompt for AI Agents
In examples/cloud/chatgpt_apps/timer/main.py around lines 51 to 53, TIMER_JS and
TIMER_CSS are read at import time which causes missing build artifacts to raise
before main() can show the friendly build message; change to lazy-loading by
removing top-level read_text() calls and instead read the files at runtime
(e.g., inside _embedded_widget_resource() or a small helper function) that first
checks ASSETS_DIR.exists() and only then calls read_text(); ensure any file-read
errors are caught and rethrown or converted into the existing user-facing
"Please build the web client..." error so running uv run main.py after clone
doesn't crash during import.

Comment on lines +55 to +62
<div id="coinflip-root"></div>
<style>
{TIMER_CSS}
</style>
<script type="module">
{TIMER_JS}
</script>
"""
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⚠️ Potential issue | 🔴 Critical

Fix widget root id mismatch

Inline mode renders <div id="coinflip-root">, but the deployed template (and React bundle) target timer-root. The default inline path therefore never mounts the widget. Please swap the id to timer-root (and optionally rename any residual “coinflip” strings) so both inline and deployed modes share the same mounting point:

-<div id="coinflip-root"></div>
+<div id="timer-root"></div>
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
<div id="coinflip-root"></div>
<style>
{TIMER_CSS}
</style>
<script type="module">
{TIMER_JS}
</script>
"""
<div id="timer-root"></div>
<style>
{TIMER_CSS}
</style>
<script type="module">
{TIMER_JS}
</script>
"""
🤖 Prompt for AI Agents
In examples/cloud/chatgpt_apps/timer/main.py around lines 55–62 the inline HTML
uses <div id="coinflip-root"> but the deployed template and React bundle mount
to timer-root, so the widget never mounts; change the div id to timer-root and
rename any remaining “coinflip” identifiers (IDs, variables, CSS selectors, or
strings) to “timer” so inline and deployed modes use the same mounting point.

Comment on lines +156 to +175
5. After deployment, update main.py:767 with your actual server URL:

```python
SERVER_URL = "https://<server_id>.deployments.mcp-agent.com"
```

6. Switch to using deployed assets (optional but recommended):

Update main.py:782 to use `DEPLOYED_HTML_TEMPLATE`:

```python
html=DEPLOYED_HTML_TEMPLATE,
```

Then bump the template uri:

```python
template_uri="ui://widget/timer-<date-string>.html",
```

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⚠️ Potential issue | 🟡 Minor

Replace stale line-number references

main.py is ~330 lines, so instructions like “update main.py:767” and “main.py:782” point to nowhere, which will send readers on a wild goose chase. Please rewrite these steps to reference the actual symbols (e.g., “update the SERVER_URL constant”) instead of hard-coded editor offsets. For example:

-5. After deployment, update main.py:767 with your actual server URL:
+5. After deployment, update the `SERVER_URL` constant in `main.py` with your actual server URL:-6. Switch to using deployed assets (optional but recommended):
-   Update main.py:782 to use `DEPLOYED_HTML_TEMPLATE`:
+6. Switch to using deployed assets (optional but recommended):
+   Update the widget definition in `main.py` to use `DEPLOYED_HTML_TEMPLATE`:
🤖 Prompt for AI Agents
In examples/cloud/chatgpt_apps/timer/README.md around lines 156 to 175, the
README uses hard-coded file offsets like "main.py:767" and "main.py:782" which
no longer match the file; replace those references with symbol-based guidance:
instruct readers to update the SERVER_URL constant (e.g., "update the SERVER_URL
constant in main.py to your deployment URL") and to switch to
DEPLOYED_HTML_TEMPLATE by updating the html parameter and template_uri in the
code (e.g., "set html=DEPLOYED_HTML_TEMPLATE and update template_uri to
ui://widget/timer-<date-string>.html"), keeping the instructions
language-agnostic to line numbers and showing the exact constant/parameter names
to change.

Comment on lines +20 to +36
const handleTimerUpdate = (h: number, m: number, s: number, running: boolean) => {
setWidgetState({
hours: h,
minutes: m,
seconds: s,
message: message,
isRunning: running,
isPaused: false
});

// Notify the model when timer completes
if (h === 0 && m === 0 && s === 0 && !running) {
window.openai?.sendFollowUpMessage({
prompt: "The timer has completed!",
});
}
};
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⚠️ Potential issue | 🟡 Minor

Prevent duplicate follow-up messages on re-renders.

The handleTimerUpdate callback will send a follow-up message every time the timer reaches zero, but if the component re-renders while the timer is in the completed state (h=0, m=0, s=0, running=false), it may trigger the message multiple times.

Consider tracking whether the completion message has been sent:

 function App() {
   const theme = useTheme();
   const toolOutput = useOpenAiGlobal("toolOutput") as TimerWidgetState | null;
   const [widgetState, setWidgetState] = useWidgetState<TimerWidgetState>();
+  const completionNotifiedRef = React.useRef(false);

   // Prioritize toolOutput (from MCP server) over widgetState for initial values
   const hours = toolOutput?.hours ?? widgetState?.hours ?? 0;
   const minutes = toolOutput?.minutes ?? widgetState?.minutes ?? 0;
   const seconds = toolOutput?.seconds ?? widgetState?.seconds ?? 0;
   const message = toolOutput?.message ?? widgetState?.message ?? "";

+  // Reset notification flag when timer values change
+  React.useEffect(() => {
+    if (hours > 0 || minutes > 0 || seconds > 0) {
+      completionNotifiedRef.current = false;
+    }
+  }, [hours, minutes, seconds]);
+
   const handleTimerUpdate = (h: number, m: number, s: number, running: boolean) => {
     setWidgetState({
       hours: h,
       minutes: m,
       seconds: s,
       message: message,
       isRunning: running,
       isPaused: false
     });

     // Notify the model when timer completes
-    if (h === 0 && m === 0 && s === 0 && !running) {
+    if (h === 0 && m === 0 && s === 0 && !running && !completionNotifiedRef.current) {
+      completionNotifiedRef.current = true;
       window.openai?.sendFollowUpMessage({
         prompt: "The timer has completed!",
       });
     }
   };

Committable suggestion skipped: line range outside the PR's diff.

🤖 Prompt for AI Agents
In examples/cloud/chatgpt_apps/timer/web/src/components/App.tsx around lines 20
to 36, the handler sends a follow-up every time the timer is observed at 0:0:0
and stopped, causing duplicate messages on re-renders; add a sent-flag (either
in widget state as completionSent or as a useRef) and check it before calling
window.openai.sendFollowUpMessage, set the flag to true immediately after
sending, and reset the flag to false whenever the timer is restarted (non-zero
time or running becomes true) so the completion message is sent exactly once per
completion.

Comment on lines +42 to +92
useEffect(() => {
if (isRunning) {
intervalRef.current = setInterval(() => {
// Use a ref to get current values and calculate new time atomically
setHours((h) => {
setMinutes((m) => {
setSeconds((s) => {
// Calculate total seconds and decrement
let totalSeconds = h * 3600 + m * 60 + s - 1;

// Check if timer completed
if (totalSeconds <= 0) {
setIsRunning(false);
setIsCompleted(true);
setHours(0);
setMinutes(0);
if (onTimerUpdate) {
onTimerUpdate(0, 0, 0, false);
}
return 0;
}

// Calculate new time components
const newHours = Math.floor(totalSeconds / 3600);
const newMinutes = Math.floor((totalSeconds % 3600) / 60);
const newSeconds = totalSeconds % 60;

// Update states
setHours(newHours);
setMinutes(newMinutes);

return newSeconds;
});
return m;
});
return h;
});
}, 1000);
} else {
if (intervalRef.current) {
clearInterval(intervalRef.current);
intervalRef.current = null;
}
}

return () => {
if (intervalRef.current) {
clearInterval(intervalRef.current);
}
};
}, [isRunning, onTimerUpdate]);
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🛠️ Refactor suggestion | 🟠 Major

Refactor nested setState calls for atomic timer updates.

The nested setHours, setMinutes, and setSeconds calls (lines 46-78) create multiple state updates per tick and don't guarantee atomic consistency. While React batches updates, the pattern is fragile and difficult to reason about.

Consider using a single state object or useReducer for atomic updates:

-  const [hours, setHours] = useState(initialHours);
-  const [minutes, setMinutes] = useState(initialMinutes);
-  const [seconds, setSeconds] = useState(initialSeconds);
+  const [time, setTime] = useState({ 
+    hours: initialHours, 
+    minutes: initialMinutes, 
+    seconds: initialSeconds 
+  });
   const [isRunning, setIsRunning] = useState(false);
   const [isCompleted, setIsCompleted] = useState(false);

Then in the interval:

     if (isRunning) {
       intervalRef.current = setInterval(() => {
-        setHours((h) => {
-          setMinutes((m) => {
-            setSeconds((s) => {
-              let totalSeconds = h * 3600 + m * 60 + s - 1;
+        setTime((prevTime) => {
+          let totalSeconds = prevTime.hours * 3600 + prevTime.minutes * 60 + prevTime.seconds - 1;

               if (totalSeconds <= 0) {
                 setIsRunning(false);
                 setIsCompleted(true);
                 if (onTimerUpdate) {
                   onTimerUpdate(0, 0, 0, false);
                 }
-                return 0;
+                return { hours: 0, minutes: 0, seconds: 0 };
               }

               const newHours = Math.floor(totalSeconds / 3600);
               const newMinutes = Math.floor((totalSeconds % 3600) / 60);
               const newSeconds = totalSeconds % 60;

-              setHours(newHours);
-              setMinutes(newMinutes);
-              return newSeconds;
-            });
-            return m;
-          });
-          return h;
+          return { hours: newHours, minutes: newMinutes, seconds: newSeconds };
         });
       }, 1000);

Committable suggestion skipped: line range outside the PR's diff.

Comment on lines +10 to +12
const root = ReactDOM.createRoot(
document.getElementById("coinflip-root") as HTMLElement
);
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⚠️ Potential issue | 🔴 Critical

🧩 Analysis chain

Fix incorrect root element ID.

The root element ID is "coinflip-root" but this is a timer application, not a coinflip app. This appears to be copy-pasted from another example without updating the ID.

Apply this diff to fix the root element ID:

 const root = ReactDOM.createRoot(
-  document.getElementById("coinflip-root") as HTMLElement
+  document.getElementById("timer-root") as HTMLElement
 );

Make sure the corresponding HTML file also uses id="timer-root" for the mount point.

Run this script to check if the HTML file needs updating:


🏁 Script executed:

#!/bin/bash
# Search for the root element definition in HTML files
rg -n "coinflip-root" -g "*.html"

Length of output: 203


I need to locate the timer app's HTML file and verify its current state:

Let me search for the timer app's HTML file directly in the repository structure:

I need to directly inspect the repository structure for the timer app. Let me run a shell script:


---

🏁 Script executed:

```shell
#!/bin/bash
# Find all HTML files in the timer app directory
fd -e html "examples/cloud/chatgpt_apps/timer" 2>/dev/null || echo "No files found"

# Also check if the timer directory exists
if [ -d "examples/cloud/chatgpt_apps/timer" ]; then
  echo "Timer directory found. Listing its structure:"
  find examples/cloud/chatgpt_apps/timer -type f | head -20
else
  echo "Timer directory does not exist"
fi

Length of output: 1226


Now let me check the actual content of both files to verify if there's a mismatch:


---

🏁 Script executed:

```shell
#!/bin/bash
# Check the HTML file for the root element ID
echo "=== Timer app HTML file (index.html) ==="
cat examples/cloud/chatgpt_apps/timer/web/public/index.html | grep -i "root"

echo ""
echo "=== Timer app TypeScript file (index.tsx) lines 10-12 ==="
sed -n '8,15p' examples/cloud/chatgpt_apps/timer/web/src/index.tsx

Length of output: 297


Fix incorrect root element ID in TypeScript file.

The timer app's TypeScript file searches for "coinflip-root" while the corresponding HTML file defines "timer-root". This ID mismatch prevents the app from mounting correctly.

Apply this diff to fix the root element ID in examples/cloud/chatgpt_apps/timer/web/src/index.tsx:

 const root = ReactDOM.createRoot(
-  document.getElementById("coinflip-root") as HTMLElement
+  document.getElementById("timer-root") as HTMLElement
 );

The HTML file at examples/cloud/chatgpt_apps/timer/web/public/index.html already has the correct id="timer-root", so no changes are needed there.

📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
const root = ReactDOM.createRoot(
document.getElementById("coinflip-root") as HTMLElement
);
const root = ReactDOM.createRoot(
document.getElementById("timer-root") as HTMLElement
);
🤖 Prompt for AI Agents
In examples/cloud/chatgpt_apps/timer/web/src/index.tsx around lines 10 to 12,
the code looks up an element with id "coinflip-root" but the HTML uses id
"timer-root"; update the argument to document.getElementById to "timer-root"
(keeping the HTMLElement type assertion) so the React app mounts to the correct
DOM node.

Comment on lines +32 to +42
const setWidgetState = useCallback((state: SetStateAction<T | null>) => {
_setWidgetState((prevState) => {
const newState = typeof state === "function" ? state(prevState) : state;

if (newState != null) {
window.openai.setWidgetState(newState);
}

return newState;
});
}, []);
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⚠️ Potential issue | 🟠 Major

Add null check for window.openai before calling setWidgetState.

Line 37 calls window.openai.setWidgetState(newState) without verifying that window.openai exists. This will throw a runtime error if the hook is used before the OpenAI global is initialized or during SSR.

Apply this defensive check:

       if (newState != null) {
-        window.openai.setWidgetState(newState);
+        window.openai?.setWidgetState(newState);
       }
🤖 Prompt for AI Agents
In examples/cloud/chatgpt_apps/timer/web/src/utils/hooks/use-widget-state.ts
around lines 32 to 42, the code calls window.openai.setWidgetState(newState)
without ensuring the global exists; add a defensive guard so the call only
happens when running in the browser and window.openai is defined (e.g. check
typeof window !== "undefined" && window.openai before calling, or use optional
chaining window.openai?.setWidgetState(newState)); keep the existing behavior
when present and avoid calling into window.openai during SSR or before the
global is initialized.

Comment on lines +1 to +8
export type TimerWidgetState = {
hours: number;
minutes: number;
seconds: number;
message?: string;
isRunning: boolean;
isPaused: boolean;
};
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⚠️ Potential issue | 🔴 Critical

🧩 Analysis chain

Verify usage of isPaused field.

The TimerWidgetState type includes an isPaused field (line 7), but the Timer component in examples/cloud/chatgpt_apps/timer/web/src/components/Timer.tsx doesn't implement pause functionality. Either implement pause/resume or remove this unused field.

Check if pause functionality is planned for a future update or should be removed:


🏁 Script executed:

#!/bin/bash
# Search for any usage of isPaused in the timer app
rg -n "isPaused" examples/cloud/chatgpt_apps/timer/

Length of output: 245



---

🏁 Script executed:

```shell
#!/bin/bash
# Check Timer.tsx for isPaused usage and implementation
rg -n -A5 -B5 "isPaused" examples/cloud/chatgpt_apps/timer/web/src/components/Timer.tsx

Length of output: 0


🏁 Script executed:

#!/bin/bash
# Check App.tsx for isPaused state management and handlers
rg -n -A10 -B5 "isPaused" examples/cloud/chatgpt_apps/timer/web/src/components/App.tsx

Length of output: 387


🏁 Script executed:

#!/bin/bash
# Search for pause or resume related functions/handlers in the timer app
rg -n "pause|resume" examples/cloud/chatgpt_apps/timer/web/src/ -i

Length of output: 165



---

🏁 Script executed:

```shell
#!/bin/bash
# Check how App.tsx renders Timer component and what props are passed
cat examples/cloud/chatgpt_apps/timer/web/src/components/App.tsx

Length of output: 1647


🏁 Script executed:

#!/bin/bash
# Check Timer.tsx component signature to see if it accepts isPaused prop
cat examples/cloud/chatgpt_apps/timer/web/src/components/Timer.tsx | head -50

Length of output: 1739


Remove unused isPaused field from TimerWidgetState type.

The isPaused field is never used. It's initialized to false in App.tsx but never passed to the Timer component, and the Timer component has no pause/resume functionality. Remove this field from the type definition in examples/cloud/chatgpt_apps/timer/web/src/utils/types.ts and from the state initialization in App.tsx:27.

🤖 Prompt for AI Agents
In examples/cloud/chatgpt_apps/timer/web/src/utils/types.ts lines 1-8 and
App.tsx around line 27, remove the unused isPaused field from the
TimerWidgetState type and from the state initialization in App.tsx: delete the
isPaused property from the type definition and remove the isPaused: false entry
where the state is initialized so the state shape matches actual usage and no
unused field remains.

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Actionable comments posted: 1

♻️ Duplicate comments (1)
examples/cloud/chatgpt_apps/timer/README.md (1)

158-176: Replace stale line-number references with symbol-based guidance.

The hard-coded line offsets (main.py:767, main.py:782) don't match the actual file structure and will confuse readers. Replace these with symbol names and parameter references for clarity.

Apply this diff to fix the deployment instructions:

-5. After deployment, update main.py:767 with your actual server URL:
+5. After deployment, update the `SERVER_URL` constant in `main.py` with your actual server URL:

 ```python
 SERVER_URL = "https://<server_id>.deployments.mcp-agent.com"
  1. Switch to using deployed assets (optional but recommended):

-Update main.py:782 to use DEPLOYED_HTML_TEMPLATE:
+Update the widget definition in main.py to use DEPLOYED_HTML_TEMPLATE and set template_uri to a cache-busting URL:

html=DEPLOYED_HTML_TEMPLATE,
+template_uri="ui://widget/timer-<date-string>.html",

-Then bump the template uri:

-python -template_uri="ui://widget/timer-<date-string>.html", -

Then redeploy:


</blockquote></details>

</blockquote></details>

<details>
<summary>📜 Review details</summary>

**Configuration used**: CodeRabbit UI

**Review profile**: CHILL

**Plan**: Pro

<details>
<summary>📥 Commits</summary>

Reviewing files that changed from the base of the PR and between 04c16c308687701e36d529b7af5eb018e56094f0 and acbd9587bcb775ac33e223e8134f078602ec96f4.

</details>

<details>
<summary>📒 Files selected for processing (1)</summary>

* `examples/cloud/chatgpt_apps/timer/README.md` (1 hunks)

</details>

<details>
<summary>🧰 Additional context used</summary>

<details>
<summary>🧠 Learnings (1)</summary>

<details>
<summary>📓 Common learnings</summary>

Learnt from: CR
Repo: lastmile-ai/mcp-agent PR: 0
File: examples/usecases/reliable_conversation/CLAUDE.md:0-0
Timestamp: 2025-07-22T18:59:49.368Z
Learning: Applies to examples/usecases/reliable_conversation/examples/reliable_conversation/src/**/*.py : Use mcp-agent's Agent abstraction for ALL LLM interactions, including quality evaluation, to ensure consistent tool access, logging, and error handling.


</details>

</details><details>
<summary>🪛 markdownlint-cli2 (0.18.1)</summary>

<details>
<summary>examples/cloud/chatgpt_apps/timer/README.md</summary>

112-112: Bare URL used

(MD034, no-bare-urls)

---

113-113: Bare URL used

(MD034, no-bare-urls)

</details>

</details>

</details>

</details>

<!-- This is an auto-generated comment by CodeRabbit for review status -->

Comment on lines +112 to +113
- Serve the web client at http://127.0.0.1:8000
- Serve static assets (JS/CSS) at http://127.0.0.1:8000/static
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⚠️ Potential issue | 🟡 Minor

Wrap bare URLs in angle brackets for markdown compliance.

Lines 112–113 contain bare URLs that violate markdown linting (MD034). Wrap them for consistency with markdown standards.

Apply this diff:

- Serve the web client at http://127.0.0.1:8000
- Serve static assets (JS/CSS) at http://127.0.0.1:8000/static
+ Serve the web client at <http://127.0.0.1:8000>
+ Serve static assets (JS/CSS) at <http://127.0.0.1:8000/static>
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
- Serve the web client at http://127.0.0.1:8000
- Serve static assets (JS/CSS) at http://127.0.0.1:8000/static
- Serve the web client at <http://127.0.0.1:8000>
- Serve static assets (JS/CSS) at <http://127.0.0.1:8000/static>
🧰 Tools
🪛 markdownlint-cli2 (0.18.1)

112-112: Bare URL used

(MD034, no-bare-urls)


113-113: Bare URL used

(MD034, no-bare-urls)

🤖 Prompt for AI Agents
In examples/cloud/chatgpt_apps/timer/README.md around lines 112 to 113, the two
bare URLs violate MD034; wrap each URL in angle brackets (e.g.
<http://127.0.0.1:8000> and <http://127.0.0.1:8000/static>) so they are valid
Markdown links; update those two lines accordingly and save the file.

@andrew-lastmile andrew-lastmile merged commit 64acc99 into main Nov 4, 2025
8 checks passed
@andrew-lastmile andrew-lastmile deleted the docs/timer-app branch November 4, 2025 23:54
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