aiwg
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Deployment tool and support utility for AI context. Copies agents, skills, commands, rules, and behaviors into the paths each AI platform reads (Claude Code, Codex, Copilot, Cursor, Warp, OpenClaw, and 6 more) so one source of truth works across 10 platfo
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[
{
"id": "trans-001",
"category": "transition-words",
"subcategory": "additive-formal",
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"Moreover, caching improves performance.",
"Moreover, security is critical."
],
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"Caching also improves performance",
"Start sentence directly"
],
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"technical"
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},
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"id": "trans-002",
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"Furthermore, testing reduces bugs.",
"Furthermore, users prefer simplicity."
],
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"Testing also reduces bugs",
"Continue without marker"
],
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"technical"
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},
{
"id": "trans-003",
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"Additionally, we optimized queries.",
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],
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"Also, we optimized queries",
"Continue naturally"
],
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"executive"
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{
"id": "trans-004",
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"Nevertheless, the approach works.",
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],
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"But the approach works",
"Use simpler contrast"
],
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},
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"id": "trans-005",
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"Nonetheless, performance improved.",
"Nonetheless, we shipped."
],
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"Simplify contrast"
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"id": "trans-006",
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"id": "trans-008",
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},
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"id": "trans-009",
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"Therefore, caching is essential.",
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],
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],
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"technical"
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"id": "trans-010",
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"Thus, we chose Redis.",
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"Hence, we refactored."
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"id": "trans-012",
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"Simplify the phrase"
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"id": "trans-013",
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"With regard to performance, we optimized.",
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],
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"With respect to costs."
],
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"technical"
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"In terms of cost, it's expensive."
],
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"Acceptable but verbose"
],
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},
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"id": "trans-016",
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"Indeed, caching improves speed.",
"Indeed, testing is valuable."
],
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"Let facts speak for themselves"
],
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"id": "trans-017",
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"Notably, users preferred the new UI."
],
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"Importantly, security was maintained.",
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],
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],
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"technical"
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"id": "trans-019",
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"For instance, we cache queries."
],
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"For example, latency matters."
],
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"Redis, for example, provides caching",
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"context": "Very common - acceptable but don't overuse",
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"domains": [
"technical",
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},
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"id": "trans-021",
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"Initially, performance was slow."
],
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"technical"
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},
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"id": "trans-022",
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"Eventually, performance improved."
],
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},
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"id": "trans-023",
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"Subsequently, we added indexes.",
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],
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"id": "trans-024",
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],
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"id": "trans-026",
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"In summary, caching is essential.",
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"To sum up, testing saves time.",
"To sum up, three key points."
],
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"id": "trans-028",
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"All in all, the migration succeeded.",
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],
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"id": "trans-029",
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"That said, latency increased.",
"That said, costs rose."
],
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"id": "trans-031",
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"id": "trans-032",
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"id": "trans-035",
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"id": "trans-036",
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"id": "trans-037",
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"id": "trans-038",
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"id": "trans-039",
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"id": "trans-040",
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"id": "trans-042",
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},
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"id": "trans-045",
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"id": "trans-046",
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"id": "trans-047",
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],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Simplification",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "trans-048",
"category": "transition-words",
"subcategory": "specification",
"pattern": "^In particular,",
"severity": "low",
"confidence": 0.68,
"examples": [
"Example using ^In particular,",
"Another example with ^In particular,"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Specification",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "trans-049",
"category": "transition-words",
"subcategory": "specification",
"pattern": "^Specifically,",
"severity": "low",
"confidence": 0.67,
"examples": [
"Example using ^Specifically,",
"Another example with ^Specifically,"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Specification",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "trans-050",
"category": "transition-words",
"subcategory": "specification",
"pattern": "^Particularly,",
"severity": "low",
"confidence": 0.68,
"examples": [
"Example using ^Particularly,",
"Another example with ^Particularly,"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Specification",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "trans-051",
"category": "transition-words",
"subcategory": "importance-markers",
"pattern": "^More importantly,",
"severity": "medium",
"confidence": 0.78,
"examples": [
"Example using ^More importantly,",
"Another example with ^More importantly,"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Importance escalation",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "trans-052",
"category": "transition-words",
"subcategory": "importance-markers",
"pattern": "^Most importantly,",
"severity": "medium",
"confidence": 0.79,
"examples": [
"Example using ^Most importantly,",
"Another example with ^Most importantly,"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Peak importance",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "trans-053",
"category": "transition-words",
"subcategory": "importance-markers",
"pattern": "^Significantly,",
"severity": "medium",
"confidence": 0.77,
"examples": [
"Example using ^Significantly,",
"Another example with ^Significantly,"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Significance marker",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "trans-054",
"category": "transition-words",
"subcategory": "importance-markers",
"pattern": "^Crucially,",
"severity": "high",
"confidence": 0.8,
"examples": [
"Example using ^Crucially,",
"Another example with ^Crucially,"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Critical point",
"frequency": "common",
"domains": [
"technical",
"executive",
"academic"
]
},
{
"id": "trans-055",
"category": "transition-words",
"subcategory": "conclusion-markers",
"pattern": "^Ultimately,",
"severity": "medium",
"confidence": 0.76,
"examples": [
"Example using ^Ultimately,",
"Another example with ^Ultimately,"
],
"replacements": [
"Use specific language instead",
"Be more direct",
"Provide concrete details"
],
"context": "Final point",
"frequency": "occasional",
"domains": [
"technical",
"executive",
"academic"
]
}
]