Content Creation - Validations
Provides 14 checklists and a prompt quality pattern to validate AI-generated content before publishing.
What this file does
Provides 14 checklists and a prompt quality pattern to validate AI-generated content before publishing.
When to use it
- Setting up a content creation workflow with AI tools
- Establishing quality gates for AI-generated images, video, audio, or writing
- Ensuring brand and legal compliance before publishing AI content
- Organizing and iterating on AI-generated assets in a team
Content Creation - Validations
Content Brief Checklist
Id
content-brief-checklist
Type
checklist
Description
Complete before generating any content
Items
- Target audience defined
- Content goal/purpose clear
- Platform and format specified
- Brand guidelines documented
- Required aspect ratios known
- Tone/voice defined
- Deadline and volume requirements set
- Approval workflow established
Image Generation Setup
Id
image-generation-setup
Type
checklist
Description
Before starting image generation project
Items
- Tool selected based on use case
- Reference images collected
- Style direction documented
- Prompt templates prepared
- Color palette defined (if brand)
- Output formats specified (PNG, JPG, etc.)
- Resolution requirements known
- Budget/credit allocation set
Video Generation Setup
Id
video-generation-setup
Type
checklist
Description
Before starting AI video project
Items
- Storyboard or shot list created
- Source images prepared (for img2vid)
- Duration requirements defined
- Audio/music needs identified
- Credit budget calculated
- Quality threshold defined
- Export format requirements known
- Platform specs confirmed (aspect ratio, length)
Voice Generation Setup
Id
voice-generation-setup
Type
checklist
Description
Before creating AI voiceovers
Items
- Script finalized and proofread
- Voice style selected
- Pronunciation guide for names/terms
- Pacing requirements defined
- Output format specified (MP3, WAV)
- Consent documented (if cloning)
- Language/accent confirmed
- Background music coordination planned
Image Quality Check
Id
image-quality-checklist
Type
checklist
Description
Before using generated images
Items
- No obvious artifacts or distortions
- Text renders correctly (if any)
- Hands/fingers look natural
- Faces have correct features
- Colors match brand guidelines
- Resolution sufficient for use case
- Composition works for final layout
- No unintended watermarks or signatures
Video Quality Check
Id
video-quality-checklist
Type
checklist
Description
Before using generated video
Items
- Motion is smooth and natural
- No morphing artifacts
- Physics look believable
- Character consistency maintained
- No unintended object changes
- Audio syncs properly (if avatar)
- Transitions are smooth
- Final export quality acceptable
Writing Quality Check
Id
writing-quality-checklist
Type
checklist
Description
Before publishing AI-assisted writing
Items
- All facts verified independently
- All citations checked for existence
- Quotes attributed correctly
- No obvious AI-isms remaining
- Brand voice consistent throughout
- Grammar and spelling checked
- Logical flow makes sense
- Human examples/anecdotes added
- Call-to-action clear
- SEO requirements met
Audio Quality Check
Id
audio-quality-checklist
Type
checklist
Description
Before using generated audio
Items
- Pronunciation is correct
- Pacing sounds natural
- No robotic artifacts
- Emphasis on right words
- Volume levels consistent
- No background noise
- Emotion/tone appropriate
- Syncs with video (if applicable)
Legal Compliance Check
Id
legal-compliance-checklist
Type
checklist
Description
Before commercial use of AI content
Items
- Platform ToS allows commercial use
- No artist names in prompts (or verified allowed)
- Voice cloning consent documented
- No copyrighted material in inputs
- Trademark concerns reviewed
- Disclosure requirements met (if applicable)
- Data privacy considered for inputs
- Output ownership documented
Brand Compliance Check
Id
brand-compliance-checklist
Type
checklist
Description
Before publishing brand content
Items
- Colors match brand palette
- Typography consistent with brand
- Tone matches brand voice
- Imagery style fits brand guidelines
- Logo usage correct (if included)
- Messaging aligns with brand values
- No off-brand elements
- Approval from brand owner obtained
Platform Specs Check
Id
platform-specs-checklist
Type
checklist
Description
Before posting to specific platforms
Items
- Aspect ratio correct for platform
- File size within limits
- Duration within limits (video)
- Resolution sufficient
- Format supported
- Caption/alt text prepared
- Hashtags/keywords ready
- Link/CTA configured
Prompt Quality Patterns
Id
prompt-quality-check
Type
pattern
Severity
warning
Description
Check prompts for common issues
Checks
##### **Issue**
Prompt too long ##### Pattern prompt with more than 100 words ##### Fix Focus on 2-3 key concepts, under 60 words
##### **Issue**
Conflicting concepts ##### Examples - minimal and detailed - simple and complex - dark and bright ##### Fix Remove contradictions, pick one direction
##### **Issue**
Missing key parameters ##### Required For Midjourney - --ar - --style or --v ##### Required For Dalle - size specification ##### Fix Always specify aspect ratio and style
##### **Issue**
Using banned/blocked terms ##### Note Each platform has different content policies ##### Fix Review platform guidelines before prompting
Iteration Workflow Check
Id
iteration-workflow
Type
checklist
Description
Verify proper iteration process
Items
- Generated at least 4 variations
- Selected best option objectively
- Documented winning prompt
- Refined based on feedback
- Final version meets brief requirements
- Backup options saved
Asset Organization Check
Id
asset-organization-checklist
Type
checklist
Description
Verify AI assets are properly organized
Items
- Files named descriptively
- Prompts saved with outputs
- Versions numbered/dated
- Original and edited versions separate
- Platform-specific exports organized
- Unused variations archived or deleted
- Final approved versions marked
- Backup copies stored
Prompt Library Maintenance
Id
prompt-library-checklist
Type
checklist
Description
Keep prompt templates organized
Items
- Working prompts documented
- Categorized by use case
- Include parameter notes
- Success rate noted
- Failed prompts documented with why
- Updated with new learnings
- Shared with team (if applicable)
- Version controlled
Batch Content Production
Id
batch-production-checklist
Type
checklist
Description
When creating content in bulk
Items
- Content calendar/plan defined
- Templates prepared for each content type
- Consistent parameters across batch
- Quality check process defined
- Production tracking system in place
- Review/approval queue organized
- Publication schedule mapped
- Analytics tracking prepared
Content Repurposing Check
Id
content-repurposing-checklist
Type
checklist
Description
When adapting content across formats
Items
- Source content quality verified
- Target format requirements known
- Platform-specific adaptations planned
- Aspect ratios mapped out
- Message consistency maintained
- CTAs updated for each platform
- Tracking links updated
- Publication timing coordinated
What's inside
14 checklists, 1 prompt quality pattern, covering content brief, generation setup, quality checks, compliance, and organization.
Change this for your project
- Replace
MidjourneyandDallereferences with your actual image generation tools - Replace
--arand--styleor--vwith your tool's parameter syntax - Replace
brand palette,brand voice,brand guidelineswith your own brand assets
Where it goes
Keep it in your repository where the agent or team that needs it will read it.
Worth borrowing
- Separate pre-generation setup, quality checks, and compliance into distinct checklists to catch issues at each stage
- Include a prompt quality pattern that flags common issues like conflicting concepts or missing parameters
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