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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.
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[
{
"id": "adj-001",
"category": "generic-adjectives",
"subcategory": "quantity-vagueness",
"pattern": "\\bvarious\\b",
"severity": "low",
"confidence": 0.76,
"examples": [
"Various optimization techniques.",
"We tried various approaches."
],
"replacements": [
"We tried indexing, caching, and query optimization",
"Five optimization techniques: ...",
"Name the specific items"
],
"context": "Vague quantity indicator",
"frequency": "very-common",
"domains": [
"technical",
"academic"
]
},
{
"id": "adj-002",
"category": "generic-adjectives",
"subcategory": "quantity-vagueness",
"pattern": "\\bnumerous\\b",
"severity": "low",
"confidence": 0.77,
"examples": [
"Numerous benefits to caching.",
"We found numerous issues."
],
"replacements": [
"Caching provides 3 key benefits: ...",
"We found 12 bugs in code review",
"Quantify 'numerous'"
],
"context": "Vague large quantity",
"frequency": "common",
"domains": [
"academic",
"technical"
]
},
{
"id": "adj-003",
"category": "generic-adjectives",
"subcategory": "quantity-vagueness",
"pattern": "\\bseveral\\b",
"severity": "low",
"confidence": 0.73,
"examples": [
"Several different approaches.",
"We tested several configurations."
],
"replacements": [
"We tested 4 configurations: ...",
"Three approaches: monolith, microservices, serverless",
"Give the actual number"
],
"context": "Vague mid-range quantity",
"frequency": "very-common",
"domains": [
"technical",
"academic"
]
},
{
"id": "adj-004",
"category": "generic-adjectives",
"subcategory": "importance-claims",
"pattern": "\\bsignificant\\b",
"severity": "medium",
"confidence": 0.82,
"examples": [
"A significant improvement.",
"This has significant impact."
],
"replacements": [
"Latency dropped from 200ms to 45ms",
"Revenue increased by $2M annually",
"Quantify significance"
],
"context": "Vague importance without evidence",
"frequency": "very-common",
"domains": [
"academic",
"technical",
"executive"
]
},
{
"id": "adj-005",
"category": "generic-adjectives",
"subcategory": "importance-claims",
"pattern": "\\bimportant\\b",
"severity": "low",
"confidence": 0.71,
"examples": [
"This is important for security.",
"An important consideration."
],
"replacements": [
"This prevents SQL injection attacks",
"This affects 50k users daily",
"Explain why it's important"
],
"context": "Generic importance claim",
"frequency": "very-common",
"domains": [
"technical",
"executive"
]
},
{
"id": "adj-006",
"category": "generic-adjectives",
"subcategory": "importance-claims",
"pattern": "\\bcrucial\\b",
"severity": "medium",
"confidence": 0.8,
"examples": [
"Testing is crucial.",
"This is crucial for performance."
],
"replacements": [
"Testing caught 89 bugs before release",
"Without this, latency exceeds 500ms",
"Explain the criticality"
],
"context": "Strong claim without justification",
"frequency": "very-common",
"domains": [
"technical",
"executive"
]
},
{
"id": "adj-007",
"category": "generic-adjectives",
"subcategory": "importance-claims",
"pattern": "\\bvital\\b",
"severity": "medium",
"confidence": 0.79,
"examples": [
"Security is vital.",
"This is vital to success."
],
"replacements": [
"Security prevents $4M average breach cost",
"This determines if users stay or leave",
"Justify the vital claim"
],
"context": "Hyperbolic importance",
"frequency": "common",
"domains": [
"executive"
]
},
{
"id": "adj-008",
"category": "generic-adjectives",
"subcategory": "importance-claims",
"pattern": "\\bessential\\b",
"severity": "medium",
"confidence": 0.78,
"examples": [
"Caching is essential.",
"This is essential for scale."
],
"replacements": [
"Without caching, pages load in 3+ seconds",
"This enables handling 100k concurrent users",
"Explain why it's essential"
],
"context": "Strong claim needing support",
"frequency": "very-common",
"domains": [
"technical",
"executive"
]
},
{
"id": "adj-009",
"category": "generic-adjectives",
"subcategory": "quality-vagueness",
"pattern": "\\bcomprehensive\\b",
"severity": "medium",
"confidence": 0.85,
"examples": [
"A comprehensive solution.",
"Comprehensive testing."
],
"replacements": [
"Solution covering auth, storage, and APIs",
"Unit, integration, and E2E tests (95% coverage)",
"List what's included"
],
"context": "Vague completeness claim",
"frequency": "very-common",
"domains": [
"technical",
"executive"
]
},
{
"id": "adj-010",
"category": "generic-adjectives",
"subcategory": "quality-vagueness",
"pattern": "\\brobust\\b",
"severity": "medium",
"confidence": 0.88,
"examples": [
"A robust architecture.",
"Robust error handling."
],
"replacements": [
"99.9% uptime over 12 months",
"Handles 10 error types with retries",
"Specify robustness metrics"
],
"context": "Very common AI adjective",
"frequency": "very-common",
"domains": [
"technical"
]
},
{
"id": "adj-011",
"category": "generic-adjectives",
"subcategory": "quality-vagueness",
"pattern": "\\binnovative\\b",
"severity": "medium",
"confidence": 0.86,
"examples": [
"An innovative approach.",
"Innovative solutions."
],
"replacements": [
"First to use edge caching with WebAssembly",
"Novel algorithm reducing complexity from O(n²) to O(n log n)",
"Describe the innovation"
],
"context": "Buzzword without substance",
"frequency": "very-common",
"domains": [
"executive",
"technical"
]
},
{
"id": "adj-012",
"category": "generic-adjectives",
"subcategory": "quality-vagueness",
"pattern": "\\boptimal\\b",
"severity": "medium",
"confidence": 0.81,
"examples": [
"The optimal solution.",
"Optimal performance."
],
"replacements": [
"Fastest among 5 tested approaches",
"Meets p99 <50ms target with lowest cost",
"Define optimality criteria"
],
"context": "Unsubstantiated optimality",
"frequency": "common",
"domains": [
"technical",
"academic"
]
},
{
"id": "adj-013",
"category": "generic-adjectives",
"subcategory": "quality-vagueness",
"pattern": "\\bscalable\\b",
"severity": "low",
"confidence": 0.69,
"examples": [
"A scalable architecture.",
"Scalable solutions."
],
"replacements": [
"Handles 10 to 100k users without code changes",
"Auto-scales from 2 to 50 instances",
"Specify scale range"
],
"context": "Acceptable if quantified",
"frequency": "very-common",
"domains": [
"technical"
]
},
{
"id": "adj-014",
"category": "generic-adjectives",
"subcategory": "quality-vagueness",
"pattern": "\\befficient\\b",
"severity": "low",
"confidence": 0.7,
"examples": [
"An efficient algorithm.",
"Efficient use of resources."
],
"replacements": [
"O(log n) search vs O(n) linear scan",
"Uses 50MB RAM vs 500MB naive approach",
"Quantify efficiency"
],
"context": "Vague performance claim",
"frequency": "very-common",
"domains": [
"technical"
]
},
{
"id": "adj-015",
"category": "generic-adjectives",
"subcategory": "quality-vagueness",
"pattern": "\\beffective\\b",
"severity": "medium",
"confidence": 0.75,
"examples": [
"An effective strategy.",
"Effective at reducing bugs."
],
"replacements": [
"Reduced bugs from 45 to 8 per sprint",
"Increased conversion by 23%",
"Measure effectiveness"
],
"context": "Claim without evidence",
"frequency": "very-common",
"domains": [
"executive",
"technical"
]
},
{
"id": "adj-016",
"category": "generic-adjectives",
"subcategory": "quality-vagueness",
"pattern": "\\bpowerful\\b",
"severity": "medium",
"confidence": 0.83,
"examples": [
"A powerful feature.",
"Powerful capabilities."
],
"replacements": [
"Processes 1M records in 2 seconds",
"Supports 50+ data sources out of box",
"Specify the power"
],
"context": "Marketing buzzword",
"frequency": "common",
"domains": [
"executive",
"technical"
]
},
{
"id": "adj-017",
"category": "generic-adjectives",
"subcategory": "quality-vagueness",
"pattern": "\\badvanced\\b",
"severity": "medium",
"confidence": 0.77,
"examples": [
"Advanced features.",
"An advanced algorithm."
],
"replacements": [
"Supports custom retry policies and circuit breakers",
"Uses gradient boosting with hyperparameter tuning",
"Describe what makes it advanced"
],
"context": "Vague sophistication claim",
"frequency": "common",
"domains": [
"technical",
"executive"
]
},
{
"id": "adj-018",
"category": "generic-adjectives",
"subcategory": "ease-claims",
"pattern": "\\beasy\\b",
"severity": "low",
"confidence": 0.72,
"examples": [
"Easy to use.",
"This makes it easy."
],
"replacements": [
"3-line API vs 50-line manual approach",
"New users complete tasks in 2 minutes",
"Quantify ease"
],
"context": "Subjective ease claim",
"frequency": "very-common",
"domains": [
"technical",
"executive"
]
},
{
"id": "adj-019",
"category": "generic-adjectives",
"subcategory": "ease-claims",
"pattern": "\\bsimple\\b",
"severity": "low",
"confidence": 0.71,
"examples": [
"A simple solution.",
"Simple to implement."
],
"replacements": [
"Requires only 2 config values",
"Built in 1 afternoon vs 1 week for alternatives",
"Define simplicity"
],
"context": "Relative simplicity",
"frequency": "very-common",
"domains": [
"technical"
]
},
{
"id": "adj-020",
"category": "generic-adjectives",
"subcategory": "ease-claims",
"pattern": "\\bstraightforward\\b",
"severity": "low",
"confidence": 0.74,
"examples": [
"A straightforward approach.",
"Straightforward to configure."
],
"replacements": [
"Single YAML file with 5 fields",
"No surprises, follows REST conventions",
"Explain straightforwardness"
],
"context": "Subjective ease",
"frequency": "common",
"domains": [
"technical"
]
},
{
"id": "adj-021",
"category": "generic-adjectives",
"subcategory": "flexibility-claims",
"pattern": "\\bflexible\\b",
"severity": "low",
"confidence": 0.73,
"examples": [
"A flexible architecture.",
"Flexible configuration."
],
"replacements": [
"Supports 5 storage backends: S3, Azure, GCS, etc.",
"Configurable via env vars, YAML, or UI",
"Describe flexibility options"
],
"context": "Vague adaptability",
"frequency": "common",
"domains": [
"technical",
"executive"
]
},
{
"id": "adj-022",
"category": "generic-adjectives",
"subcategory": "reliability-claims",
"pattern": "\\breliable\\b",
"severity": "low",
"confidence": 0.7,
"examples": [
"A reliable system.",
"Reliable performance."
],
"replacements": [
"99.95% uptime over 18 months",
"Zero data loss in 10k deployments",
"Provide reliability metrics"
],
"context": "Claim needing evidence",
"frequency": "common",
"domains": [
"technical",
"executive"
]
},
{
"id": "adj-023",
"category": "generic-adjectives",
"subcategory": "speed-claims",
"pattern": "\\bfast\\b",
"severity": "low",
"confidence": 0.68,
"examples": [
"Fast performance.",
"This is fast."
],
"replacements": [
"p95 latency of 12ms",
"10x faster than previous version",
"Quantify speed"
],
"context": "Relative speed without numbers",
"frequency": "very-common",
"domains": [
"technical"
]
},
{
"id": "adj-024",
"category": "generic-adjectives",
"subcategory": "speed-claims",
"pattern": "\\bquick\\b",
"severity": "low",
"confidence": 0.67,
"examples": [
"Quick deployment.",
"A quick solution."
],
"replacements": [
"Deploy in 3 commands (<5 minutes)",
"Built in 2 hours vs 2 days",
"Specify time"
],
"context": "Vague time claim",
"frequency": "common",
"domains": [
"technical",
"executive"
]
},
{
"id": "adj-025",
"category": "generic-adjectives",
"subcategory": "user-focus",
"pattern": "\\buser-friendly\\b",
"severity": "medium",
"confidence": 0.79,
"examples": [
"A user-friendly interface.",
"User-friendly design."
],
"replacements": [
"90% task completion rate in usability tests",
"New users complete setup in <5 minutes",
"Provide UX metrics"
],
"context": "Subjective UX claim",
"frequency": "common",
"domains": [
"executive"
]
},
{
"id": "adj-026",
"category": "generic-adjectives",
"subcategory": "quality-vagueness",
"pattern": "\\bseamless\\b",
"severity": "high",
"confidence": 0.87,
"examples": [
"Example using \\bseamless\\b",
"Another example with \\bseamless\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Integration buzzword",
"frequency": "common",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-027",
"category": "generic-adjectives",
"subcategory": "scope-vagueness",
"pattern": "\\bholistic\\b",
"severity": "high",
"confidence": 0.85,
"examples": [
"Example using \\bholistic\\b",
"Another example with \\bholistic\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Vague completeness",
"frequency": "common",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-028",
"category": "generic-adjectives",
"subcategory": "buzzwords",
"pattern": "\\bsynergistic\\b",
"severity": "critical",
"confidence": 0.93,
"examples": [
"Example using \\bsynergistic\\b",
"Another example with \\bsynergistic\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Corporate buzzword",
"frequency": "very-common",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-029",
"category": "generic-adjectives",
"subcategory": "business-vagueness",
"pattern": "\\bstrategic\\b",
"severity": "medium",
"confidence": 0.78,
"examples": [
"Example using \\bstrategic\\b",
"Another example with \\bstrategic\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Often overused",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-030",
"category": "generic-adjectives",
"subcategory": "importance-claims",
"pattern": "\\bpivotal\\b",
"severity": "high",
"confidence": 0.82,
"examples": [
"Example using \\bpivotal\\b",
"Another example with \\bpivotal\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Importance claim",
"frequency": "common",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-031",
"category": "generic-adjectives",
"subcategory": "importance-claims",
"pattern": "\\bcritical\\b",
"severity": "medium",
"confidence": 0.76,
"examples": [
"Example using \\bcritical\\b",
"Another example with \\bcritical\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Often overstated",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-032",
"category": "generic-adjectives",
"subcategory": "importance-claims",
"pattern": "\\bparamount\\b",
"severity": "high",
"confidence": 0.84,
"examples": [
"Example using \\bparamount\\b",
"Another example with \\bparamount\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Strong importance",
"frequency": "common",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-033",
"category": "generic-adjectives",
"subcategory": "necessity-claims",
"pattern": "\\bindispensable\\b",
"severity": "high",
"confidence": 0.83,
"examples": [
"Example using \\bindispensable\\b",
"Another example with \\bindispensable\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Necessity claim",
"frequency": "common",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-034",
"category": "generic-adjectives",
"subcategory": "necessity-claims",
"pattern": "\\bimperative\\b",
"severity": "high",
"confidence": 0.82,
"examples": [
"Example using \\bimperative\\b",
"Another example with \\bimperative\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Strong necessity",
"frequency": "common",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-035",
"category": "generic-adjectives",
"subcategory": "foundation-claims",
"pattern": "\\bfundamental\\b",
"severity": "medium",
"confidence": 0.77,
"examples": [
"Example using \\bfundamental\\b",
"Another example with \\bfundamental\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Foundation claim",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-036",
"category": "generic-adjectives",
"subcategory": "foundation-claims",
"pattern": "\\bcore\\b",
"severity": "low",
"confidence": 0.7,
"examples": [
"Example using \\bcore\\b",
"Another example with \\bcore\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Acceptable if accurate",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-037",
"category": "generic-adjectives",
"subcategory": "importance-claims",
"pattern": "\\bkey\\b",
"severity": "low",
"confidence": 0.68,
"examples": [
"Example using \\bkey\\b",
"Another example with \\bkey\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Common but vague",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-038",
"category": "generic-adjectives",
"subcategory": "scale-vagueness",
"pattern": "\\bmajor\\b",
"severity": "low",
"confidence": 0.69,
"examples": [
"Example using \\bmajor\\b",
"Another example with \\bmajor\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Vague scale",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-039",
"category": "generic-adjectives",
"subcategory": "scale-vagueness",
"pattern": "\\bminor\\b",
"severity": "low",
"confidence": 0.67,
"examples": [
"Example using \\bminor\\b",
"Another example with \\bminor\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Vague scale",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-040",
"category": "generic-adjectives",
"subcategory": "quantity-vagueness",
"pattern": "\\bsubstantial\\b",
"severity": "medium",
"confidence": 0.78,
"examples": [
"Example using \\bsubstantial\\b",
"Another example with \\bsubstantial\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Vague quantity",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-041",
"category": "generic-adjectives",
"subcategory": "quantity-vagueness",
"pattern": "\\bconsiderable\\b",
"severity": "medium",
"confidence": 0.77,
"examples": [
"Example using \\bconsiderable\\b",
"Another example with \\bconsiderable\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Vague quantity",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-042",
"category": "generic-adjectives",
"subcategory": "quantity-vagueness",
"pattern": "\\bsizeable\\b",
"severity": "medium",
"confidence": 0.76,
"examples": [
"Example using \\bsizeable\\b",
"Another example with \\bsizeable\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Vague size",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-043",
"category": "generic-adjectives",
"subcategory": "quantity-vagueness",
"pattern": "\\bmodest\\b",
"severity": "low",
"confidence": 0.71,
"examples": [
"Example using \\bmodest\\b",
"Another example with \\bmodest\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Understated quantity",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-044",
"category": "generic-adjectives",
"subcategory": "significance-claims",
"pattern": "\\bnotable\\b",
"severity": "medium",
"confidence": 0.75,
"examples": [
"Example using \\bnotable\\b",
"Another example with \\bnotable\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Self-proclaimed note",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-045",
"category": "generic-adjectives",
"subcategory": "significance-claims",
"pattern": "\\bremarkable\\b",
"severity": "medium",
"confidence": 0.79,
"examples": [
"Example using \\bremarkable\\b",
"Another example with \\bremarkable\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Subjective assessment",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-046",
"category": "generic-adjectives",
"subcategory": "significance-claims",
"pattern": "\\bstriking\\b",
"severity": "medium",
"confidence": 0.78,
"examples": [
"Example using \\bstriking\\b",
"Another example with \\bstriking\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Subjective impact",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-047",
"category": "generic-adjectives",
"subcategory": "quality-claims",
"pattern": "\\bimpressive\\b",
"severity": "medium",
"confidence": 0.77,
"examples": [
"Example using \\bimpressive\\b",
"Another example with \\bimpressive\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Subjective quality",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-048",
"category": "generic-adjectives",
"subcategory": "quality-claims",
"pattern": "\\boutstanding\\b",
"severity": "high",
"confidence": 0.8,
"examples": [
"Example using \\boutstanding\\b",
"Another example with \\boutstanding\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Strong quality claim",
"frequency": "common",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-049",
"category": "generic-adjectives",
"subcategory": "quality-claims",
"pattern": "\\bexceptional\\b",
"severity": "high",
"confidence": 0.81,
"examples": [
"Example using \\bexceptional\\b",
"Another example with \\bexceptional\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Above-average claim",
"frequency": "common",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-050",
"category": "generic-adjectives",
"subcategory": "comparison-claims",
"pattern": "\\bsuperior\\b",
"severity": "high",
"confidence": 0.82,
"examples": [
"Example using \\bsuperior\\b",
"Another example with \\bsuperior\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Comparison claim",
"frequency": "common",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-051",
"category": "generic-adjectives",
"subcategory": "comparison-claims",
"pattern": "\\bunparalleled\\b",
"severity": "critical",
"confidence": 0.9,
"examples": [
"Example using \\bunparalleled\\b",
"Another example with \\bunparalleled\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Extreme comparison",
"frequency": "very-common",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-052",
"category": "generic-adjectives",
"subcategory": "comparison-claims",
"pattern": "\\bunmatched\\b",
"severity": "critical",
"confidence": 0.89,
"examples": [
"Example using \\bunmatched\\b",
"Another example with \\bunmatched\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Extreme comparison",
"frequency": "very-common",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-053",
"category": "generic-adjectives",
"subcategory": "novelty-claims",
"pattern": "\\bunprecedented\\b",
"severity": "critical",
"confidence": 0.91,
"examples": [
"Example using \\bunprecedented\\b",
"Another example with \\bunprecedented\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "History claim",
"frequency": "very-common",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-054",
"category": "generic-adjectives",
"subcategory": "uniqueness-claims",
"pattern": "\\bunique\\b",
"severity": "high",
"confidence": 0.83,
"examples": [
"Example using \\bunique\\b",
"Another example with \\bunique\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Often overused",
"frequency": "common",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "adj-055",
"category": "generic-adjectives",
"subcategory": "novelty-claims",
"pattern": "\\bnovel\\b",
"severity": "medium",
"confidence": 0.76,
"examples": [
"Example using \\bnovel\\b",
"Another example with \\bnovel\\b"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Academic novelty",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "generic-adj-056",
"category": "generic-adjectives",
"subcategory": "vague-intensifiers",
"pattern": "highly effective",
"severity": "warning",
"confidence": 0.8,
"examples": [
"This is a highly effective approach."
],
"replacements": [
"Use specific measurable descriptors",
"Quantify the claim"
],
"context": "Generic adjectives lack specificity and signal AI generation",
"frequency": "common",
"domains": [
"technical",
"executive",
"marketing"
]
},
{
"id": "generic-adj-057",
"category": "generic-adjectives",
"subcategory": "vague-intensifiers",
"pattern": "extremely valuable",
"severity": "warning",
"confidence": 0.8,
"examples": [
"This is a extremely valuable approach."
],
"replacements": [
"Use specific measurable descriptors",
"Quantify the claim"
],
"context": "Generic adjectives lack specificity and signal AI generation",
"frequency": "common",
"domains": [
"technical",
"executive",
"marketing"
]
},
{
"id": "generic-adj-058",
"category": "generic-adjectives",
"subcategory": "vague-intensifiers",
"pattern": "incredibly useful",
"severity": "warning",
"confidence": 0.8,
"examples": [
"This is a incredibly useful approach."
],
"replacements": [
"Use specific measurable descriptors",
"Quantify the claim"
],
"context": "Generic adjectives lack specificity and signal AI generation",
"frequency": "common",
"domains": [
"technical",
"executive",
"marketing"
]
},
{
"id": "generic-adj-059",
"category": "generic-adjectives",
"subcategory": "vague-intensifiers",
"pattern": "remarkably successful",
"severity": "warning",
"confidence": 0.8,
"examples": [
"This is a remarkably successful approach."
],
"replacements": [
"Use specific measurable descriptors",
"Quantify the claim"
],
"context": "Generic adjectives lack specificity and signal AI generation",
"frequency": "common",
"domains": [
"technical",
"executive",
"marketing"
]
},
{
"id": "generic-adj-060",
"category": "generic-adjectives",
"subcategory": "vague-intensifiers",
"pattern": "exceptionally powerful",
"severity": "warning",
"confidence": 0.8,
"examples": [
"This is a exceptionally powerful approach."
],
"replacements": [
"Use specific measurable descriptors",
"Quantify the claim"
],
"context": "Generic adjectives lack specificity and signal AI generation",
"frequency": "common",
"domains": [
"technical",
"executive",
"marketing"
]
},
{
"id": "generic-adj-061",
"category": "generic-adjectives",
"subcategory": "vague-intensifiers",
"pattern": "truly remarkable",
"severity": "warning",
"confidence": 0.8,
"examples": [
"This is a truly remarkable approach."
],
"replacements": [
"Use specific measurable descriptors",
"Quantify the claim"
],
"context": "Generic adjectives lack specificity and signal AI generation",
"frequency": "common",
"domains": [
"technical",
"executive",
"marketing"
]
},
{
"id": "generic-adj-062",
"category": "generic-adjectives",
"subcategory": "academic-filler",
"pattern": "particularly noteworthy",
"severity": "warning",
"confidence": 0.8,
"examples": [
"This is a particularly noteworthy approach."
],
"replacements": [
"Use specific measurable descriptors",
"Quantify the claim"
],
"context": "Generic adjectives lack specificity and signal AI generation",
"frequency": "common",
"domains": [
"technical",
"executive",
"marketing"
]
},
{
"id": "generic-adj-063",
"category": "generic-adjectives",
"subcategory": "academic-filler",
"pattern": "especially significant",
"severity": "warning",
"confidence": 0.8,
"examples": [
"This is a especially significant approach."
],
"replacements": [
"Use specific measurable descriptors",
"Quantify the claim"
],
"context": "Generic adjectives lack specificity and signal AI generation",
"frequency": "common",
"domains": [
"technical",
"executive",
"marketing"
]
},
{
"id": "generic-adj-064",
"category": "generic-adjectives",
"subcategory": "academic-filler",
"pattern": "notably important",
"severity": "warning",
"confidence": 0.8,
"examples": [
"This is a notably important approach."
],
"replacements": [
"Use specific measurable descriptors",
"Quantify the claim"
],
"context": "Generic adjectives lack specificity and signal AI generation",
"frequency": "common",
"domains": [
"technical",
"executive",
"marketing"
]
},
{
"id": "generic-adj-065",
"category": "generic-adjectives",
"subcategory": "academic-filler",
"pattern": "fundamentally essential",
"severity": "warning",
"confidence": 0.8,
"examples": [
"This is a fundamentally essential approach."
],
"replacements": [
"Use specific measurable descriptors",
"Quantify the claim"
],
"context": "Generic adjectives lack specificity and signal AI generation",
"frequency": "common",
"domains": [
"technical",
"executive",
"marketing"
]
}
]