The Rules Registry.
Word Count Enforcement
Ensure deliverables meet the precise length requirements defined in the task brief.
Broken Link Reachability
Scan and verify every URL in a document to ensure a seamless experience for end-users.
Spelling & Linguistic Integrity
Automated multi-language spell checking to ensure professional-grade written deliverables.
Readability Performance Guard
Evaluate content complexity to ensure alignment with the target audience reading level.
Syntax Validation & Parsing
Ensure code and data files are syntactically correct and ready for production deployment.
Markdown Hierarchy & Structure
Enforce accessibility and semantic standards in Markdown documentation.
Technical Complexity Guard
Analyze code complexity to prevent technical debt and maintain long-term scalability.
Keyword Density & Guard
Manage the frequency of specific terms to optimize for SEO and maintain brand messaging.
Regex Pattern Matching
Use advanced Regular Expressions to enforce custom data formats and structural requirements.
Schema Structural Validation
Ensure JSON and CSV files follow a strict structural schema for automated data ingestion.
Video Duration Compliance
Ensure video deliverables stay within the precise time limits defined in the creative brief.
Audio Duration & Quality
Validate the length and technical metadata of audio deliverables for podcasts and ads.
PDF Page Count Validation
Automatically verify that PDF documents meet the required page volume for reports and contracts.
Character Count Density
Verify precise character limits for specialized content like SMS, meta tags, and headers.
Hashtag Density Control
Manage the volume and relevance of hashtags to optimize social media reach and brand voice.
Platform Character Limits
Automatically enforce hard character caps for specific social and publishing platforms.
Duration Estimate Analysis
Calculate and verify the estimated reading and speaking time for scripts and articles.
Language Detection Compliance
Automatically identify and verify the language of a document to ensure localization accuracy.
Passive Voice Ratio Audit
Forensic analysis of active vs. passive sentence constructions to ensure direct, impactful communication.
Sentence Length Guard
Maintain readability by enforcing limits on average sentence length and capping runaway wall-of-text sentences.
Paragraph Density Guard
Optimize user engagement by preventing "walls of text" through strict paragraph word-count limits.
Filler Word Density Audit
Maximize the value of every word by identifying and limiting fluff, jargon, and redundant filler phrases.
Repetition Guard Forensics
Detect and eliminate repetitive phrasing, lazy word choices, and content-spinning artifacts.
SEO Keyword Optimization
Hard-gate target keyword presence and density in critical semantic zones like Title, H1, and Introduction.
SEO Meta Length Audit
Prevent SERP truncation by ensuring Title and Meta Description lengths are within optimal character bounds.
SEO Link Ratio & Distribution
Enforce interlinking strategies by managing the balance of internal and external citations.
SEO Image Alt Text Forensics
Hard-gate accessibility and SEO by ensuring every visual asset has descriptive, unique alt text.
SEO Anchor Quality Guard
Maximize link equity by ensuring anchor text is descriptive and free of generic patterns like "Click Here".
PII Detection Guard
Hard-gate data privacy by detecting and blocking sensitive information like Credit Cards, SSNs, and private emails.
Mandatory Disclaimer Audit
Ensure legal compliance by verifying the presence and professional substance of mandatory disclaimers and disclosures.
Profanity & Slur Filter
Protect brand safety and professional standards by detecting and blocking offensive language and slurs.
Superlative Claim Guard
Mitigate legal liability by identifying and flagging unsubstantiated claims and exaggerated marketing language.
Affiliate Disclosure Audit
Hard-gate FTC compliance by detecting affiliate links and verifying mandatory commission disclosures.
Language Integrity Guard
Forensic audit of locale drift, script consistency, and code-switching entropy in multi-lingual assets.
Voice Governance Auditor
Forensic audit of formality standards, domain-specific tone, and cultural sentiment parity.
Semantic Drift Auditor
Detect meaning distortion, negation flips, and numerical drift using expansion-aware forensic analysis.
Entity Preservation Guard
Forensic protection of brand assets, technical syntax, and placeholder integrity across locales.
Number Integrity Audit
The "Financial Firewall" for localization: verify numeric values, precision, and locale formatting.
Heading Count Enforcement
Enforce structural hierarchy and scannability by auditing the volume and sequence of H1, H2, and H3 headings.
List Item Density Guard
Audit the volume of bulleted and numbered lists to ensure high-engagement formatting and data-density.
Required Section Completeness
Hard-gate editorial templates by verifying the presence of mandatory named sections (e.g., Introduction, Conclusion, CTA).
Introductory Hook Audit
Maximize retention by ensuring the first paragraph is concise, impactful, and below strict word-count limits.
Technical Metadata Forensics
Enforce documentation lifecycle standards, including versioning, ownership, and SEO metadata audits.
Brand Terminology Consistency
Hard-gate brand identity by enforcing preferred terminology across body text, slugs, and image metadata.
Competitor Mention Firewall
Protect market positioning by detecting and blocking unauthorized mentions of competitor brands and products.
Capitalization Style Audit
Enforce professional standards by auditing headings for Title Case, Sentence Case, or All-Caps consistency.
Currency Formatting Guard
Ensure financial accuracy and regional professionalism by auditing currency symbols, decimals, and separators.
Oxford Comma Enforcement
Hard-gate editorial consistency by enforcing or prohibiting the use of the Oxford (serial) comma in lists.
Technical Code Audit
Hard-gate technical documentation quality by auditing code blocks for syntax accuracy, security hazards, and UX compatibility.
Step Numbering Logic
Ensure logical tutorial flow by auditing instruction sequences, imperative style, and cross-reference integrity.
Warning & Note Template Guard
Standardize documentation alerts by enforcing modern admonition templates and preventing "Warning Fatigue".
API Endpoint Governance
Hard-gate RESTful standards by auditing API endpoints for path casing, pluralization, and method-text synchronization.
Error Resolution Assurance
Hard-gate documentation usability by verifying that all mentioned error codes are documented with actionable resolutions.
File Type Compliance
Hard-gate delivery pipelines by restricting uploads to authorized file extensions and verified MIME types.
File Size Guardrails
Protect storage infrastructure and optimize delivery speed by enforcing minimum and maximum file size limits.
File Count Verification
Ensure project completeness by enforcing a mandatory minimum and maximum number of deliverables per task.
Filename Pattern Enforcement
Hard-gate delivery standardization by enforcing specific naming conventions (e.g. Dates, IDs, Tags) using regex logic.
Image Resolution and Dimensions
Hard-gate visual quality by enforcing mandatory width, height, and specific aspect ratio requirements for image assets.
JSON/CSV Schema Validation
Hard-gate data integrity by validating JSON keys and CSV headers against a mandatory field schema.
Structural Syntax Check
Hard-gate file integrity by auditing for basic syntax errors, malformed structures, and unclosed brackets.
CSV Column Integrity
Hard-gate batch data uploads by enforcing mandatory columns, data type consistency, and primary key uniqueness.
Live Hyperlink Audit
Hard-gate document usability by verifying that every external URL is reachable and does not return a broken (404) error.
Technical Anchor Integrity
Hard-gate internal navigation by ensuring all cross-references (#anchors) are valid, unique, and follow slug standards.
AI Detection Sieve
Hard-gate content authenticity by auditing submissions for AI-generated patterns and non-human linguistic markers.
Plagiarism Forensic Audit
Hard-gate intellectual property safety by auditing submissions for external content duplication and source integrity.
Real-Time Fact Check Guard
Hard-gate factual integrity by verifying assertions against the Google Fact Check Tools API with mandatory claim-wrapping.
Forbidden Pattern Filter
Hard-gate security and compliance by blocking specific keywords, code patterns, or regex-defined "Toxic Strings".
Code Complexity Guard
Hard-gate technical maintainability by monitoring file length, function depth, and structural nesting in code submissions.
Rubric Taxonomy Compliance
Hard-gate AI training data quality by enforcing project-specific terminology, safety decision trees, and objective voice standards.
Rationalized Response Audit
Hard-gate annotation quality by auditing rationales for Shannon Entropy, vocabulary breadth (TTR), and referential loops.
Annotator Determinism Guard
Hard-gate data reliability by ensuring annotators remain consistent across identical or near-identical items within a batch.
Categorical Diversity Guard
Hard-gate data quality by detecting "Lazy Labeling" patterns via Shannon Entropy, streak detection, and Markov Chain analysis.
Pairwise Consistency Guard
Hard-gate preference data integrity by detecting circular logic, positional bias, and contradictions in model rankings.
Email Conversion Optimization
Hard-gate email marketing deliverables by auditing subject lines and preview text for mobile-first mobile performance and spam-filter avoidance.
CTA Presence Guard
Hard-gate marketing copy effectiveness by ensuring at least one clear, imperative Call-to-Action (CTA) exists in the deliverable.
LinkedIn Professional Format
Hard-gate LinkedIn content for algorithmic reach and professional authority by auditing hooks, link placement, and visual density.
Social Thread Structure
Hard-gate multi-post social threads for reach and readability by auditing character limits, sequence flow, and bridge transitions.
Product Listing Compliance
Hard-gate e-commerce deliverables by enforcing marketplace-specific standards (Amazon, eBay, Walmart) for titles, bullets, and promo text.
Media Playback Duration
Hard-gate video and media deliverables by enforcing precise playback duration constraints for ads, trailers, and training assets.
Audio Length Integrity
Hard-gate audio data quality by enforcing strict duration constraints for AI training sets, voiceovers, and acoustic datasets.
PDF Document Structure
Hard-gate PDF deliverables by enforcing strict page count constraints and auditing for document structural integrity.
Geographic Area Guard
Hard-gate "Real-World" task authenticity by validating that photos were taken within a specific geographical area using EXIF metadata.
Language Detection Sieve
Hard-gate content quality by enforcing specific language requirements using a multi-tier ML and heuristic detection engine.
Hashtag Density Audit
Hard-gate social media deliverables by enforcing optimal hashtag usage and identifying platform-specific "Shadowban" risks.
Platform Limit Enforcer
Hard-gate social media copy by enforcing platform-specific character limits with real-time "Account-Tier" intelligence.
Spelling & Forensic Grammar
Hard-gate content quality by identifying typos and spelling errors using a deep-learning dictionary and technical-term whitelist.
Markdown Hierarchy Integrity
Hard-gate technical documentation by enforcing professional Markdown structure and identifying sequential heading "Skips".
Regex Custom Filter
Hard-gate "Project-Specific" content requirements by enforcing the presence or absence of complex custom text patterns.
Readability Forensic Audit
Hard-gate content accessibility by calculating high-fidelity readability scores (Flesch-Kincaid, Gunning Fog) in real-time.
Keyword Density Guard
Hard-gate SEO and content compliance by enforcing strict keyword density ranges and identifying "Keyword Stuffing" risks.
Press Release Format Guard
Hard-gate media deliverables by enforcing AP Style, Inverted Pyramid structure, and mandatory PR structural markers.
Annotation Rubric Integrity
Hard-gate "AI Training Data" quality by enforcing strict rationale lengths and identifying "Low-Effort" bot-like submissions.
Score Range Forensic Guard
Hard-gate "Rating Reliability" by enforcing strict rubric boundaries and identifying "Sentiment Mismatches" (ISO/IEC 5259 Compliant).
RTL Text Direction Auditor
Forensic validation of Right-to-Left (RTL) text integrity, bidirectional isolation, and neutral character mirroring for global markets.
Translation Quality Score Auditor
Forensic MQM-compliant auditing of translation quality, identifying critical errors, fluency gaps, and machine-translation signatures.
URL Localization Guard
Ensure all hyperlinks in a localized document point to the correct regional versions and follow locale-specific URL structures.
Glossary Term Auditor
Enforce terminology consistency across localized assets by verifying mandatory glossary matches and identifying unauthorized synonyms.
Translation Completeness Auditor
Detect untranslated segments, mixed-language content, and "Partial Deliveries" in localized assets.
Annotation Rubric Length Gate
Enforce minimum and maximum length requirements for annotation fields, ensuring evaluators provide sufficiently detailed feedback.
Technical Code Block Auditor
Enforce syntax highlighting, indentation standards, and comment density in technical code snippets.
Asset Path Integrity Guard
Verify the existence and correct formatting of file paths, directory structures, and asset references in technical guides.
Technical Term Consistency Auditor
Maintain internal terminology consistency within a single document or project, identifying unauthorized variations and synonyms.
Error Code Coverage Auditor
Ensure all error codes mentioned in a guide are fully documented with descriptions, causes, and resolution steps.
Social Handle Auditor
Verify the formatting and availability of social media handles (Twitter, IG, LinkedIn) in marketing copy and bios.
Hashtag Density Auditor
Enforce strategic hashtag limits and variety to maximize reach and prevent platform-specific "Shadow-Banning" or reach suppression.
Marketing Buzzword Auditor
Identify and flag overused marketing cliches, jargon, and "Vague Superlatives" that dilute brand authority and user trust.
Readability Score Auditor
Enforce mandatory readability levels (Flesch-Kincaid, Hemingway) to ensure content is accessible and engaging for the target audience.
Copyright Notice Validator
Verify that a correctly formatted copyright notice is present, including the current year and the authorized entity name.
SEO Link Nofollow Guard
Enforce the use of 'rel="nofollow"' or 'rel="sponsored"' attributes for paid, affiliate, or unvetted external links to protect domain authority.
Global Privacy Compliance Auditor
Verify content compliance with global privacy regulations including GDPR, CCPA, LGPD, and the India Digital Personal Data Protection (DPDP) Act.
Brand Pronoun Consistency Gate
Enforce the use of specific brand-voice pronouns (e.g., "We" vs. "The Company") to maintain a consistent persona.
Technical Abbreviation Governance
Ensure that all technical abbreviations are properly expanded on first use or follow a project-defined "Allowed Shorthand" list.
Typography Em-Dash Standard
Enforce consistent styling for em-dashes, specifically regarding the use of surrounding spaces or the substitution of double-hyphens.
Global Date Formatting Standard
Enforce a consistent date format (e.g., ISO-8601, US, or UK) across the entire document to prevent temporal ambiguity.
SEO Metadata Uniqueness Validator
Detect and block duplicate meta titles, descriptions, and H1 tags within a batch to prevent "Keyword Cannibalization" and search engine confusion.
SEO Slug Structural Optimizer
Enforce clean, keyword-rich, and human-readable URL slugs, blocking underscores, capital letters, and excessive length.
SEO Link Ratio Auditor
Enforce mandatory internal and external link counts to ensure content is well-cited and integrated into the broader digital ecosystem.
Linguistic Flow & Transition Auditor
Audit the frequency of transition words (e.g., "however," "furthermore," "consequently") to ensure smooth narrative flow and logical progression.
Linguistic Adverb Density Auditor
Detect and cap the use of weak adverbs (e.g., "very," "really," "actually") to encourage stronger, more descriptive verb choices.
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