Guide for writing production-quality bash scripts following modern idiomatic practices. Enforces set -euo pipefail, [[ ]] conditionals, ${var} syntax, ShellCheck compliance. Triggers on "bash script", "shell script", ".sh file", "write a script", "automation script", "bash function", "shellcheck", "bash template", "pre-commit hook", "deploy script", "build script", "install script", "setup script", "bash error handling", "bash arrays", "bash loop", "bash conditional", "parse arguments", "getopts", "bash logging", "#!/bin/bash", "source script", "dot script", "shell function", "edit script", "update script", "modify script", "change script", "edit .sh", "update .sh", "modify .sh", "statusline.sh", "hook script". PROACTIVE: MUST invoke BEFORE editing/writing ANY .sh file or pre-commit hook.
Invoke Gemini for design/code review. PROACTIVE: (1) BEFORE proposing new features/architecture, (2) AFTER >100 lines or >3 files changed (before tests), (3) AFTER security/perf changes, (4) ON SESSION RESUME - check thresholds first. Triggers on "new feature", "architectural decision", "security review", "performance review", "code review", "gemini review", "debug", "cross-service", "data flow", "frontend backend", "analysis", "implementation complete", "run the tests", "commit these", "modified multiple files", "session resumed", "context compaction", "left off", "I've implemented", "I've added", "I've modified", "changes are done", "done implementing", "finished implementing", "implementation is complete", "let me run", "now let me test", "rebuild", "make rebuild", "pytest", "all tests pass", "tests pass", "fixed the", "added the", "updated the".
Comprehensive Go 1.26 development skill enforcing idiomatic patterns, error wrapping with fmt.Errorf %w, small interfaces, table-driven tests. Triggers on "go", "golang", ".go file", "write go", "go function", "go struct", "go interface", "go method", "go error handling", "errors.Is", "errors.As", "fmt.Errorf", "go concurrency", "goroutine", "channel", "sync.Mutex", "errgroup", "context.Context", "go mod", "go.mod", "go.sum", "go test", "go build", "go run", "golangci-lint", "go fmt", "gofmt", "go vet", "go generate", "go embed", "go template", "http handler", "gin", "echo", "chi", "fiber", "gorm", "sqlx", "go project", "go package", "go module", "defer", "panic recover", "go slice", "go map", "go pointer". PROACTIVE: MUST invoke when writing ANY .go file.
Guide for writing idiomatic, maintainable Makefiles following modern best practices. Enforces safety headers (SHELL, .SHELLFLAGS, .DELETE_ON_ERROR), self-documenting help, .PHONY declarations, modular includes. Triggers on "makefile", "Makefile", "make target", "make rule", "make pattern", "make help", "make template", ".mk file", "make include", "make variable", "make phony", "make dependency", "build system", "make clean", "make install", "make test", "make build", "make all", "make default", "task runner", "make automation", "GNU make", "make recipe", "make prerequisite". PROACTIVE: MUST invoke when writing ANY Makefile or *.mk file.
Guide for writing clean, efficient, idiomatic Python 3.11+ code. Enforces type hints, Pydantic v2 for APIs, comprehensions over loops, EAFP error handling. Triggers on "python", "pythonic", ".py file", "write python", "python script", "python function", "python class", "pydantic", "fastapi", "pytest", "type hint", "typing", "dataclass", "async def", "asyncio", "aiohttp", "comprehension", "generator", "decorator", "context manager", "with statement", "exception handling", "try except", "raise", "logging python", "argparse", "click", "typer", "__init__", "__main__", "import", "from import", "python module", "python package", "requirements.txt", "pyproject.toml", "ruff", "mypy", "black", "isort", "python testing", "fixture", "parametrize", "edit .py", "modify .py", "update .py", "change .py", "fix .py", "refactor .py", "edit python", "modify python", "update python", "change python", "fix python code". PROACTIVE: MUST invoke BEFORE using Write OR Edit on ANY .py file.
Guide for writing production-quality Terraform and Terragrunt infrastructure code following HashiCorp and community best practices. Triggers on "terraform", "terragrunt", "tf", "hcl", "infrastructure as code", "iac", "aws terraform", "gcp terraform", "azure terraform", "terraform module", "terraform state", "terraform plan", "terraform apply", "terraform init", "terraform workspace", "terraform backend", "terraform provider", "terraform resource", "terraform data", "terraform variable", "terraform output", "terraform locals", "terraform for_each", "terraform count", "terraform dynamic", "tfvars", "terraform validate", "terraform fmt", "tflint", "terraform import", "terraform destroy", "remote state", "state locking", "terraform cloud", "opentofu". PROACTIVE: MUST invoke when writing ANY .tf or .hcl file.
Spec-driven development framework with iterative refinement. Orchestrates feature development from intent to implementation via structured specs and task breakdown. Triggers on "/spec.plan", "/spec.refine", "/spec.clarify", "/spec.tasks", "/spec.run", "I want to build", "I want to add", "create spec", "spec-driven", "feature spec".
Guide for effective source control management with Git following modern best practices. Covers branching strategies, commit hygiene, PR workflows, and team collaboration patterns. Triggers on "git", "source control", "version control", "branching", "merge", "rebase", "git workflow", "pull request", "commit message", "git history", "git conflict", "git stash", "git cherry-pick", "git bisect", "git blame", "git log", "git diff", "git reset", "git checkout", "git switch", "git restore", "git tag", "git remote", "git fetch", "git pull", "git push", "git branch", "conventional commits", "squash", "force push", "git hooks", "pre-commit", "commit-msg", "gitignore", "git submodule", "git worktree", "feature branch", "trunk based", "git flow", "github flow", "commit and push", "commit changes", "push changes", "push to remote", "commit this", "commit these", "make a commit", "create commit". PROACTIVE: MUST invoke when performing complex Git operations or setting up workflows.