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drhayf AI Skills

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Browse published AI skills maintained by drhayf. Compare skill descriptions and follow each source repository for setup instructions.

Author statistics

Indexed skills

17

Repository stars across indexed skills

0

Repository forks

0

Average repository stars per indexed skill

0

Repository stars may repeat across skills from the same repository.

17 skills

Browse skills

GitHub

agent-evolution

drhayf

Meta-skill for crystallizing tribal knowledge into systematic assets. Analyzes completed GUTTERS work to determine if new skills should be created or AGENTS.md updated. Use after complex tasks, module completio...

GitHub

module-implementation-pattern

drhayf

Standard pattern for GUTTERS modules. Use when creating calculation, tracking, or intelligence modules to ensure production-quality implementation with database configs and event integration.

GitHub

event-communication

drhayf

Event bus patterns for GUTTERS modules. Use when modules need to communicate, react to cosmic events, or trigger synthesis updates via Redis pub/sub.

GitHub

api-router-integration

drhayf

Patterns for creating and registering API routers in GUTTERS. Ensures consistent auth, response models, and proper wiring.

GitHub

intelligence-module-patterns

drhayf

Patterns for building intelligence layer modules (Synthesis, Query, etc.) that consume data from calculation modules via ModuleRegistry. Use when creating any intelligence layer component.

GitHub

conversational-refinement

drhayf

Pattern for building conversational refinement systems (like Genesis). Use when a module needs to gather evidence through natural dialogue to resolve uncertainties or incomplete data.

GitHub

probabilistic-data-handling

drhayf

Pattern for handling incomplete data (especially unknown birth times) with probabilistic calculations. Use when implementing modules that need to provide intelligent estimates instead of "Unknown" when data is...

GitHub

gutters-system-integration

drhayf

Critical checklist for any new feature/module in GUTTERS. Ensures all integration points are wired - Genesis, StateTracker, EventBus, Observability. Use BEFORE starting any implementation.

GitHub

testing-standards

drhayf

Testing standards for GUTTERS. Use when writing tests for modules, calculations, or integrations. Ensures 80%+ coverage with validated test data.

GitHub

database-patterns

drhayf

Database patterns for GUTTERS. Use when creating models, migrations, or queries. Ensures JSONB for flexibility, proper indexes, and Alembic workflow.

GitHub

frontend-design

drhayf

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoid...

GitHub

chat-architecture-integration

drhayf

Integration patterns for the Master/Branch Chat architecture. Use when adding features that require user dialogue, workspace-specific context, or automated reporting.

GitHub

full-stack-integration-enforcement

drhayf

The "Supervisor" skill. Mandates that EVERY new feature implementation proactively integrates with Genesis, StateTracker, EventBus, and Observability. Enforces "Maximum Scrutiny" on testing fidelity.

GitHub

high-fidelity-testing

drhayf

Standards for real-world service integration testing in GUTTERS. NO mocks, NO workarounds. Ensures tests use real DB, Redis, and actual system logic.

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.