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Harden

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fengshao1227
harden

Improve interface resilience through better error handling, i18n support, text overflow handling, and edge case management. Makes interfaces robust and production-ready. Use when the user asks to harden, make production-ready, handle edge cases, add error states, or fix overflow and i18n issues.

Overview

Publisherfengshao1227
Repositoryccg-workflow
Skill nameharden
Stars
5.9K
Forks
446
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by fengshao1227 on GitHub. Read the source before you install it.

Installation

Install the Harden AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/fengshao1227/ccg-workflow.git /tmp/ccg-workflow
mkdir -p .claude/skills
cp -r /tmp/ccg-workflow/templates/skills/impeccable/harden .claude/skills/harden
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Harden in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Harden on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Harden is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Strengthen interfaces against edge cases, errors, internationalization issues, and real-world usage scenarios that break idealized designs.

Assess Hardening Needs

Identify weaknesses and edge cases:

  1. Test with extreme inputs:

    • Very long text (names, descriptions, titles)
    • Very short text (empty, single character)
    • Special characters (emoji, RTL text, accents)
    • Large numbers (millions, billions)
    • Many items (1000+ list items, 50+ options)
    • No data (empty states)
  2. Test error scenarios:

    • Network failures (offline, slow, timeout)
    • API errors (400, 401, 403, 404, 500)
    • Validation errors
    • Permission errors
    • Rate limiting
    • Concurrent operations
  3. Test internationalization:

    • Long translations (German is often 30% longer than English)
    • RTL languages (Arabic, Hebrew)
    • Character sets (Chinese, Japanese, Korean, emoji)
    • Date/time formats
    • Number formats (1,000 vs 1.000)
    • Currency symbols

CRITICAL: Designs that only work with perfect data aren't production-ready. Harden against reality.

Hardening Dimensions

Systematically improve resilience:

Text Overflow & Wrapping

Long text handling:

css
/* Single line with ellipsis */
.truncate {
  overflow: hidden;
  text-overflow: ellipsis;
  white-space: nowrap;
}

/* Multi-line with clamp */
.line-clamp {
  display: -webkit-box;
  -webkit-line-clamp: 3;
  -webkit-box-orient: vertical;
  overflow: hidden;
}

/* Allow wrapping */
.wrap {
  word-wrap: break-word;
  overflow-wrap: break-word;
  hyphens: auto;
}

Flex/Grid overflow:

css
/* Prevent flex items from overflowing */
.flex-item {
  min-width: 0; /* Allow shrinking below content size */
  overflow: hidden;
}

/* Prevent grid items from overflowing */
.grid-item {
  min-width: 0;
  min-height: 0;
}

Responsive text sizing:

  • Use clamp() for fluid typography
  • Set minimum readable sizes (14px on mobile)
  • Test text scaling (zoom to 200%)
  • Ensure containers expand with text

Internationalization (i18n)

Text expansion:

  • Add 30-40% space budget for translations
  • Use flexbox/grid that adapts to content
  • Test with longest language (usually German)
  • Avoid fixed widths on text containers
jsx
// ❌ Bad: Assumes short English text
<button className="w-24">Submit</button>

// ✅ Good: Adapts to content
<button className="px-4 py-2">Submit</button>

RTL (Right-to-Left) support:

css
/* Use logical properties */
margin-inline-start: 1rem; /* Not margin-left */
padding-inline: 1rem; /* Not padding-left/right */
border-inline-end: 1px solid; /* Not border-right */

/* Or use dir attribute */
[dir="rtl"] .arrow { transform: scaleX(-1); }

Character set support:

  • Use UTF-8 encoding everywhere
  • Test with Chinese/Japanese/Korean (CJK) characters
  • Test with emoji (they can be 2-4 bytes)
  • Handle different scripts (Latin, Cyrillic, Arabic, etc.)

Date/Time formatting:

javascript
// ✅ Use Intl API for proper formatting
new Intl.DateTimeFormat('en-US').format(date); // 1/15/2024
new Intl.DateTimeFormat('de-DE').format(date); // 15.1.2024

new Intl.NumberFormat('en-US', { 
  style: 'currency', 
  currency: 'USD' 
}).format(1234.56); // $1,234.56

Pluralization:

javascript
// ❌ Bad: Assumes English pluralization
`${count} item${count !== 1 ? 's' : ''}`

// ✅ Good: Use proper i18n library
t('items', { count }) // Handles complex plural rules

Error Handling

Network errors:

  • Show clear error messages
  • Provide retry button
  • Explain what happened
  • Offer offline mode (if applicable)
  • Handle timeout scenarios
jsx
// Error states with recovery
{error && (
  <ErrorMessage>
    <p>Failed to load data. {error.message}</p>
    <button onClick={retry}>Try again</button>
  </ErrorMessage>
)}

Form validation errors:

  • Inline errors near fields
  • Clear, specific messages
  • Suggest corrections
  • Don't block submission unnecessarily
  • Preserve user input on error

API errors:

  • Handle each status code appropriately
    • 400: Show validation errors
    • 401: Redirect to login
    • 403: Show permission error
    • 404: Show not found state
    • 429: Show rate limit message
    • 500: Show generic error, offer support

Graceful degradation:

  • Core functionality works without JavaScript
  • Images have alt text
  • Progressive enhancement
  • Fallbacks for unsupported features

Edge Cases & Boundary Conditions

Empty states:

  • No items in list
  • No search results
  • No notifications
  • No data to display
  • Provide clear next action

Loading states:

  • Initial load
  • Pagination load
  • Refresh
  • Show what's loading ("Loading your projects...")
  • Time estimates for long operations

Large datasets:

  • Pagination or virtual scrolling
  • Search/filter capabilities
  • Performance optimization
  • Don't load all 10,000 items at once

Concurrent operations:

  • Prevent double-submission (disable button while loading)
  • Handle race conditions
  • Optimistic updates with rollback
  • Conflict resolution

Permission states:

  • No permission to view
  • No permission to edit
  • Read-only mode
  • Clear explanation of why

Browser compatibility:

  • Polyfills for modern features
  • Fallbacks for unsupported CSS
  • Feature detection (not browser detection)
  • Test in target browsers

Input Validation & Sanitization

Client-side validation:

  • Required fields
  • Format validation (email, phone, URL)
  • Length limits
  • Pattern matching
  • Custom validation rules

Server-side validation (always):

  • Never trust client-side only
  • Validate and sanitize all inputs
  • Protect against injection attacks
  • Rate limiting

Constraint handling:

html
<!-- Set clear constraints -->
<input 
  type="text"
  maxlength="100"
  pattern="[A-Za-z0-9]+"
  required
  aria-describedby="username-hint"
/>
<small id="username-hint">
  Letters and numbers only, up to 100 characters
</small>

Accessibility Resilience

Keyboard navigation:

  • All functionality accessible via keyboard
  • Logical tab order
  • Focus management in modals
  • Skip links for long content

Screen reader support:

  • Proper ARIA labels
  • Announce dynamic changes (live regions)
  • Descriptive alt text
  • Semantic HTML

Motion sensitivity:

css
@media (prefers-reduced-motion: reduce) {
  * {
    animation-duration: 0.01ms !important;
    animation-iteration-count: 1 !important;
    transition-duration: 0.01ms !important;
  }
}

High contrast mode:

  • Test in Windows high contrast mode
  • Don't rely only on color
  • Provide alternative visual cues

Performance Resilience

Slow connections:

  • Progressive image loading
  • Skeleton screens
  • Optimistic UI updates
  • Offline support (service workers)

Memory leaks:

  • Clean up event listeners
  • Cancel subscriptions
  • Clear timers/intervals
  • Abort pending requests on unmount

Throttling & Debouncing:

javascript
// Debounce search input
const debouncedSearch = debounce(handleSearch, 300);

// Throttle scroll handler
const throttledScroll = throttle(handleScroll, 100);

Testing Strategies

Manual testing:

  • Test with extreme data (very long, very short, empty)
  • Test in different languages
  • Test offline
  • Test slow connection (throttle to 3G)
  • Test with screen reader
  • Test keyboard-only navigation
  • Test on old browsers

Automated testing:

  • Unit tests for edge cases
  • Integration tests for error scenarios
  • E2E tests for critical paths
  • Visual regression tests
  • Accessibility tests (axe, WAVE)

IMPORTANT: Hardening is about expecting the unexpected. Real users will do things you never imagined.

NEVER:

  • Assume perfect input (validate everything)
  • Ignore internationalization (design for global)
  • Leave error messages generic ("Error occurred")
  • Forget offline scenarios
  • Trust client-side validation alone
  • Use fixed widths for text
  • Assume English-length text
  • Block entire interface when one component errors

Verify Hardening

Test thoroughly with edge cases:

  • Long text: Try names with 100+ characters
  • Emoji: Use emoji in all text fields
  • RTL: Test with Arabic or Hebrew
  • CJK: Test with Chinese/Japanese/Korean
  • Network issues: Disable internet, throttle connection
  • Large datasets: Test with 1000+ items
  • Concurrent actions: Click submit 10 times rapidly
  • Errors: Force API errors, test all error states
  • Empty: Remove all data, test empty states

Remember: You're hardening for production reality, not demo perfection. Expect users to input weird data, lose connection mid-flow, and use your product in unexpected ways. Build resilience into every component.

Frequently asked questions

What does the Harden AI skill do?

Improve interface resilience through better error handling, i18n support, text overflow handling, and edge case management. Makes interfaces robust and production-ready. Use when the user asks to harden, make production-ready, handle edge cases, add error states, or fix overflow and i18n issues.

Why use Harden on TypingMind?

Because you install it once and use it with any model. Harden is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Harden in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/fengshao1227/ccg-workflow/tree/main/templates/skills/impeccable/harden. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Harden?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Harden?

As many as you like. As long as a model supports skills, you can use Harden with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Harden AI skill free?

Yes. It is published on GitHub by fengshao1227 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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