GitHub
trade-confirmation-matching
Use when training Operations staff to work with AI-assisted trade confirmation matching systems. Use before go-live. Produces role-specific training materials for analysts and senior analysts.
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Ethical-AI-Syndicate AI Skills
GitHub ↗Browse published AI skills maintained by Ethical-AI-Syndicate. Compare skill descriptions and follow each source repository for setup instructions.
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10Repository stars across indexed skills
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GitHub
automation-suitability-classifier
Use when deciding if a workflow step should be automated, AI-assisted, or left human-only. Use when stakeholders are enthusiastic about automation, when evaluating high-volume tasks, or when assessing automatio...
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GitHub
legacy-system-ai-bridger
Use when integrating AI with legacy enterprise systems. Use during solution design. Produces integration patterns, architecture recommendations, and migration strategies.
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GitHub
scenario-flow-mapper
Use when generating functional test scenarios from workflow decompositions. Use when developers need test cases, when validating workflow completeness, or when preparing acceptance criteria for AI-assisted proc...
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GitHub
acceptance-criteria-definer
Use when specifying testable acceptance criteria for user stories. Use after user story drafted. Produces Given-When-Then scenarios, edge case coverage, and validation approach.
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GitHub
rapid-prototype-synthesizer
Use when building proof-of-concept code and demo flows for AI capabilities that passed feasibility evaluation. Use before committing to production development to let stakeholders experience the capability.
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GitHub
cross-team-reuse-detector
Use when analyzing multiple workflow decompositions to find shared AI patterns. Use when planning enterprise AI platforms, evaluating build-vs-buy for AI capabilities, or supporting mandates to share use cases...
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GitHub
acceptance-gatekeeper
Use when evaluating AI capability test results against acceptance criteria for production deployment decision. Use after development complete and test results available. Produces structured go/no-go verdict wit...
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GitHub
pilot-to-production-scaler
Use when transitioning AI pilots to enterprise deployment. Use after successful pilot. Produces scaling plan, readiness assessment, and rollout strategy.
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GitHub
model-lifecycle-manager
Use when managing AI/ML models in production. Use after model deployed. Produces model registry entries, drift detection schedules, retraining triggers, and version management workflows.
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