GitHub
speckit-implement-epic
Implement ALL tasks in the current epic until completion (auto-loop, no confirmation). Use when batch processing tasks, automating implementation, or running unattended task completion.
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GitHub
speckit-constitution
Create or update the project constitution from interactive or provided principle inputs, ensuring all dependent templates stay in sync.
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GitHub
speckit-integration-check
Validate this Epic branch against main and detect contract changes before PR creation
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GitHub
cube-semantic-layer
ALWAYS USE when building semantic layer, working with metrics/dimensions, or integrating dbt with Cube consumption APIs. Use IMMEDIATELY when working with Cube REST API, GraphQL queries, or Postgres wire protoc...
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GitHub
arch-review
Second-level architectural review validating alignment to target architecture (docs/)
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GitHub
dbt-transformations
ALWAYS USE when working with dbt models, SQL transformations, tests, snapshots, or macros. Use IMMEDIATELY when editing dbt_project.yml, profiles.yml, or creating SQL models. MUST be loaded before any transform...
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GitHub
pydantic-schemas
ALWAYS USE when working with Pydantic models, BaseModel, Field, validators, or data contracts. MUST be loaded before creating any Pydantic schemas, configuration classes, or API contracts. Provides v2 syntax va...
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GitHub
speckit-analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
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GitHub
speckit-test-review
Review test quality before PR - semantic analysis of test design, not just linting
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GitHub
helm-k8s-deployment
ALWAYS USE when working with Helm charts, Kubernetes deployments, kubectl commands, pod debugging, or container logs. Provides context-efficient strategies for chart development, K8s troubleshooting, and log an...
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GitHub
beads
Track complex, multi-session work with dependency graphs using beads issue tracker. Use when work spans multiple sessions, has complex dependencies, or requires persistent context across compaction cycles. For...
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GitHub
duckdb-lakehouse
ALWAYS USE when building data lakehouse with DuckDB compute, configuring dbt-duckdb with Polaris plugin, or designing catalog-first architecture in floe-platform. Use IMMEDIATELY when reading/writing Iceberg ta...
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GitHub
testing
ALWAYS USE when writing tests, test fixtures, test utilities, or debugging test failures. MUST be loaded before creating pytest tests, integration tests, or test infrastructure. Provides test quality patterns,...
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GitHub
speckit-specify
Create or update the feature specification from a natural language feature description.
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GitHub
speckit-checklist
Generate a custom checklist for the current feature based on user requirements.
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GitHub
speckit-taskstolinear
Convert tasks.md to Linear issues and reconcile completed work bidirectionally.
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GitHub
pyiceberg-storage
ALWAYS USE when working with Iceberg table storage, ACID transactions, or time-travel queries. Use IMMEDIATELY when creating/loading Iceberg tables, implementing schema evolution, querying historical snapshots,...
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GitHub
speckit-implement
Implement the next ready task from Linear issue tracker with SpecKit integration. Use when implementing tasks, working on Linear issues, or continuing feature development.
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GitHub
dagster-orchestration
ALWAYS USE when working with Dagster assets, resources, IO managers, schedules, sensors, or dbt integration. CRITICAL for: @asset decorators, @dbt_assets, DbtCliResource, ConfigurableResource, IO managers, part...
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GitHub
speckit-clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
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GitHub
speckit-plan
Execute the implementation planning workflow using the plan template to generate design artifacts.
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GitHub
speckit-pr
Create PR with Linear integration and quality summary. Use when ready to merge an Epic branch to main.
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GitHub
polaris-catalog
ALWAYS USE when configuring Polaris catalog, managing namespaces, or setting up credentials in floe-platform. Use IMMEDIATELY when integrating DuckDB via dbt-duckdb plugin, configuring PyIceberg REST catalog, o...
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GitHub
speckit-tasks
Generate an actionable, dependency-ordered tasks.md for the feature based on available design artifacts.
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