GitHub
avoiding-ai-writing
Use when writing wiki-style articles, documentation, summaries, or creative content to prevent "AI accent", puffery, and formulaic structures.
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GitHub
rlm-reasoning
Apply RLM (Recursive Language Model) reasoning pattern for large context processing. Use when analyzing large files, codebases, or documents. Triggers on "RLM pattern", "large file analysis", "selective reading...
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GitHub
portfolio-personal-brand
Story-driven specification for full portfolio journeys (Identity Home + Project Case Studies).
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GitHub
e-commerce-storefront
Ultimate high-conversion specification for full e-commerce journeys (Home, PLP, PDP, Cart, Checkout).
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GitHub
web-development
Comprehensive standards and best practices for building modern web applications (React, Next.js, TypeScript, Tailwind).
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GitHub
saas-landing-page
Hyper-specific conversion-optimized landing page specification for SaaS applications.
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GitHub
authentication-account-management
Comprehensive standards for implementing secure authentication using Google OAuth 2.0 and NextAuth.js.
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GitHub
content-publishing
Readability-first specification for full blog journeys (Home, Category, Article).
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GitHub
corporate-enterprise
Authority-driven specification for full-funnel business sites (Home, Services, Case Studies).
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GitHub
auto-cover
Generates tailored, professional cover letters from job postings by analyzing the role category, extracting relevant experience from specialized resumes, and formatting according to industry best practices. Thi...
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GitHub
pr
Automates the branch creation, commit, and PR submission process
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GitHub
backlog
Automates the process of updating task and epic statuses in roadmap.md
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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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