smithery/ethical-ai-syndicate

1

acceptance-criteria-definer Use when specifying testable acceptance criteria for user stories. Use after user story drafted. Produces Given-When-…

smithery/ethical-ai-syndicate

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2

ai-cost-modeler Use when estimating and tracking AI costs. Use before and during AI projects. Produces cost estimates, TCO models, an…

smithery/ethical-ai-syndicate

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3

ai-literacy-curriculum-designer Use when designing AI education programs. Use when scaling AI adoption. Produces tiered curriculum, learning paths, a…

smithery/ethical-ai-syndicate

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4

audit-evidence-packager Use when preparing evidence for internal or external audit of AI capabilities. Use when audit announced or during exa…

smithery/ethical-ai-syndicate

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5

competitive-landscape-scanner Use when analyzing competitor products and market positioning. Use before roadmap planning or strategy updates. Produ…

smithery/ethical-ai-syndicate

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6

data-lineage-mapper Use when documenting data sources and flows for AI capabilities in regulated environments. Use before compliance revi…

smithery/ethical-ai-syndicate

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7

data-readiness-assessor Use when evaluating data for AI projects. Use before project commitment. Produces data quality assessment, gap analys…

smithery/ethical-ai-syndicate

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8

governance-alignment-translator Use when preparing AI capability documentation for risk committee, compliance, or audit review. Use after technical d…

smithery/ethical-ai-syndicate

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9

outcome-usage-monitor Use when designing monitoring frameworks for AI capabilities in production. Use after deployment. Produces value real…

smithery/ethical-ai-syndicate

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10

product-health-dashboard-designer Use when defining product analytics requirements. Use after product live. Produces KPI definitions, dashboard specifi…

smithery/ethical-ai-syndicate

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11

product-vision-synthesizer Use when defining or refining product vision. Use after initial stakeholder input. Produces vision statement, success…

smithery/ethical-ai-syndicate

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12

roadmap-visualizer Use when creating or updating product roadmaps. Use after prioritization complete. Produces timeline-based roadmap wi…

smithery/ethical-ai-syndicate

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13

role-based-training-generator Use when creating training materials for AI capability deployment. Use after acceptance testing passes and go-live is…

smithery/ethical-ai-syndicate

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14

scenario-flow-mapper Use when generating functional test scenarios from workflow decompositions. Use when developers need test cases, when…

smithery/ethical-ai-syndicate

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15

sprint-planning-facilitator Use when preparing for or running sprint planning. Use after backlog refined. Produces capacity analysis, story recom…

smithery/ethical-ai-syndicate

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