Summarize git history, staged diffs, or PR changes into clear, human-readable summaries grouped by theme.
Generate Conventional Commits-compliant commit messages from staged changes or a description of work done.
Build marketing-grade code displays for the Musher marketing site -- split-panel code-then-output layouts, CSS-only syntax highlighting, tabbed views, and terminal chrome. Use when implementing IA Section 3 (Mechanism), building code blocks, creating terminal demos, highlighting YAML/CLI output, or adding copy buttons to code. Triggered by: code display, code block, syntax highlighting, code-then-output, split panel code, terminal chrome, YAML highlight, CLI output, code snippet, tabbed code, multi-language code, mechanism section code, bundle yaml, pipeline yaml, marketing code.
Scaffold marketing page sections from IA definitions into Svelte 5 components. Use when building section components from the Information Architecture, translating archetypes to markup, mapping content slots to elements, or creating section scaffolds. Triggered by: scaffold section, build section, IA to component, section component, hero section, mechanism section, value grid, proof block, community block, CTA block, social proof bar, content slot, archetype component, layout pattern, section scaffold, marketing component.
Analyze CSV data by computing aggregations, filtering rows, and generating readable summaries. Use when working with tabular data files in a container environment where the agent creates and manipulates files directly.
Ensure local development environments match CI/CD environments for consistent behavior including shared version sources, devcontainer reuse in CI, reproducible dependency installation, environment variable parity, Docker image sharing, and lock file enforcement. Use when diagnosing works-on-my-machine issues, designing CI pipelines that mirror local dev, or auditing environment parity. Triggered by: CI alignment, CI environment, works on my machine, CI parity, environment parity, CI local match, GitHub Actions, CI pipeline, CI docker, reproducible builds, lock file, frozen lockfile.
Audit a repository for developer environment configuration completeness covering version pinning, editor config, task runner, env var documentation, setup scripts, devcontainer presence, Docker configuration, and CI alignment. Produces a gap analysis with maturity scoring and prioritized recommendations. Use when assessing a project's developer experience maturity, onboarding to a new codebase, or evaluating developer environment quality. Triggered by: environment audit, dev experience audit, DX audit, environment completeness, environment review, onboarding review, dev setup review, environment maturity, environment assessment, developer experience.
Design and configure task runner configurations including Taskfile.yml (Task), Makefile (Make), justfile (just), npm/pnpm scripts, and deno tasks. Covers task naming conventions, dependency ordering, cross-platform compatibility, variable passing, help/documentation generation, and common task patterns for development workflows. Use when creating or reviewing project task definitions, choosing between task runners, or standardizing development commands across a team. Triggered by: taskfile, Taskfile.yml, makefile, Makefile, justfile, npm scripts, task runner, make target, dev commands, build automation, pnpm scripts, deno task.