product-forge

Rebase local changes on top of remote branch updates

Git commit best practices with conventional commits format and atomic commit principles. Use when committing code to ensure clear, meaningful commit history with proper type prefixes and semantic versioning support.

Guided git commit with atomic commit analysis and conventional commit format

Review code changes between commits for security, logic, performance, and style issues

Git-branchless stacked diffs workflow patterns and command reference

Undo git-branchless operations - recover from mistakes interactively

Sync git-branchless stack with main branch - fetch, rebase, and handle merges

Submit git-branchless stack as PRs - create branches and push to remote

Manage git-branchless commit stacks - view, navigate, and edit commits

Record changes as a new commit in git-branchless workflow

Initialize git-branchless in the current repository from the current branch

TypeScript coding style enforcement (ESLint, type safety, React patterns). Auto-loads when writing or reviewing TypeScript/JavaScript code.

TypeScript and React code review guidelines (type safety, React patterns, performance). Auto-loads when reviewing TypeScript/React code.

Technical specification writing for implementation details. Use when documenting how to build a solution (post-decision), API contracts, schemas, and system design. Complements RFC skill which handles decision-making.

Show Tech Spec details or update status through lifecycle

SQLMesh patterns for data transformation with column-level lineage and virtual environments. Use when building data pipelines that need advanced features like automatic DAG inference and efficient incremental processing.

Show RFC details or update RFC status through lifecycle

RFC (Request for Comments) specification writing with objective technical analysis. Use when creating technical specifications, design documents, or architecture proposals that require structured evaluation of options and trade-offs.

Port management for local development with git worktrees. Use when setting up local development environments, booking ports for services to avoid collisions between parallel worktrees, or configuring docker-compose with dynamic ports.

MCP architecture patterns, security, and memory management. Auto-loads when building MCP servers, implementing tools/resources, discussing MCP security, or working with FastMCP.

Google Cloud Platform infrastructure patterns and best practices. Use when designing or implementing GCP solutions including Compute Engine, Cloud Functions, Cloud Storage, and BigQuery.

Direnv environment management for automatic per-project shell configuration. Use when setting up .envrc files, configuring project-specific environment variables, or integrating direnv with development tools like nix, asdf, pyenv, or nvm.

Dependency version alignment and conflict resolution for parallel development. Use when extracting dependencies from Tech Specs to ensure version compatibility with existing project dependencies and transitive dependencies.

dbt (data build tool) patterns for data transformation and analytics engineering. Use when building data models, implementing data quality tests, or managing data transformation pipelines.

Create a new Technical Specification for implementation details