flask-workflow
Flask framework workflow guidelines. Activate when working with Flask projects, flask run, or Flask-specific patterns.
git-workflow
Git workflow and commit guidelines. Trigger keywords: git, commit, push, .git, version control. MUST be activated before ANY git commit, push, or version control operation. Includes security scanning for secrets (API keys, tokens, .env files), commit message formatting with HEREDOC, logical commit grouping (docs, test, feat, fix, refactor, chore, build, deps), push behavior rules, safety rules for hooks and force pushes, and CRITICAL safeguards for destructive operations (filter-branch, gc --prune, reset --hard). Activate when user requests committing changes, pushing code, creating commits, rewriting history, or performing any git operations including analyzing uncommitted changes.
github-templates
GitHub repository templates and configuration. Activate when setting up GitHub repos, CONTRIBUTING.md, CODEOWNERS, issue templates, PR templates, or GitHub Copilot instructions.
ignore-files-workflow
Ignore file management for .gitignore, .dockerignore, and .specstory directories. Includes synchronization, alphabetical ordering, organization, best practices, and testing guidelines. Activate when working with .gitignore, .dockerignore, .specstory files, or managing version control and Docker build context.
least-astonishment
Principle of Least Astonishment (POLA) - ensure code changes behave as users and developers expect. Activate when making code changes, refactoring, modifying APIs, renaming functions/variables, changing file structure, or reviewing proposed implementations. Guides predictable, convention-following changes.
logging-observability
Guidelines for structured logging, distributed tracing, and debugging patterns across languages. Covers logging best practices, observability, security considerations, and performance analysis.
makefile-workflow
Makefile best practices for project automation and build systems. Covers command usage, target organization (PHONY vs file targets), variable management (:=, ?=, =), platform detection, common development targets (clean, test, lint, format, run), DevContainer integration, version management with semantic versioning, Docker integration, output control, error handling, and advanced patterns. Activate when working with Makefiles, make commands, .PHONY targets, build automation, or development workflows.
multi-agent-ai-projects
Guidelines for multi-agent AI and learning projects with lesson-based structures. Activate when working with AI learning projects, experimental directories like .spec/, lessons/ directories, STATUS.md progress tracking, or structured learning curricula with multiple modules or lessons.
nextjs-workflow
Next.js framework workflow guidelines. Activate when working with Next.js projects, next.config, app router, or Next.js-specific patterns.
ptc-orchestration
Activate when user needs multi-URL scraping, browser automation pipelines, or efficient tool orchestration to reduce API round-trips and context usage.
python-testing
Python-specific testing practices with pytest, fixtures, mocking, async testing, coverage configuration, and uv execution rules. Activate when working with pytest files, conftest.py, test directories, pyproject.toml testing configuration, or Python test-related tasks.
python-workflow
Python project workflow guidelines. Triggers: .py, pyproject.toml, uv, pip, pytest, Python. Covers package management, virtual environments, code style, type safety, testing, configuration, CQRS patterns, and Python-specific development tasks.
rails-workflow
Ruby on Rails framework workflow guidelines. Activate when working with Rails projects, Gemfile with rails, rake tasks, or Rails-specific patterns.
react-workflow
React framework workflow guidelines. Activate when working with React components (.jsx, .tsx), React hooks (useState, useEffect), or React-specific patterns.
ruby-workflow
Ruby project workflow guidelines. Activate when working with Ruby files (.rb), Gemfile, bundler, or Ruby-specific tooling.
ruleset-optimization
Guidelines for optimizing Claude rulesets and instruction files (CLAUDE.md, settings.json) using context efficiency principles. Includes strategies for skill extraction, progressive disclosure, token savings calculation, and deduplication. Manually invoke when optimizing rulesets, reducing context size, extracting content to skills, or improving ruleset organization.
rust-workflow
Rust project workflow guidelines. Activate when working with Rust files (.rs), Cargo.toml, Cargo.lock, or Rust-specific tooling.
session-context-management
Maintain "just enough" context across work sessions using CURRENT.md, STATUS.md, and LESSONS.md files. Activate when tasks take >15 minutes, touch 3+ files, interruptions likely, or scope uncertain. Includes /snapshot and /pickup commands for saving and resuming work. ADHD-friendly, token-efficient approach.
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