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 simple single-session linear tasks, TodoWrite remains appropriate.
instruction-creator
Create and manage high-quality custom instruction files for GitHub Copilot. Use when you need to define new project-specific guidelines, workflows, or coding standards in the instructions/ directory.
langgraph-python-expert
Expert guidance for LangGraph Python library. Build stateful, multi-actor applications with LLMs using nodes, edges, and state management. Use when working with LangGraph, building agent workflows, state machines, or complex multi-step LLM applications. Requires langgraph, langchain-core packages.
shell-tools
Production-grade shell tools - jq, xargs, parallel, pipelines
report-automation
Master enterprise reporting automation including scheduling, distribution, templates, governance, and monitoring
etl-tools
Apache Airflow, dbt, Prefect, Dagster, and modern data orchestration for production data pipelines
react-pattern
Reasoning and Acting patterns for agentic LLM workflows
ticket-track
Frontmatter-based Ticket tracking system. Provides two core capabilities: (1) READ operations for querying ticket info without loading full files - use query/list/summary commands, (2) UPDATE operations for agents to track progress without reporting back - use claim/complete/release commands. Eliminates need for agents to report progress to main thread.
commit-push
Commit and push changes with gitmoji-style messages. Triggers on '/commit-push' or phrases like 'commit and push', 'save my changes', 'push this'.
basic-workflow
Daily Git workflow - add, commit, push, pull cycle for everyday development
branching
Git branching strategies - create, switch, merge, rebase, and workflows
collaboration
Team collaboration - remote, fetch, pull, push, clone, and team workflows
git-worktree
Manage Git worktrees for parallel development
aide
AI agent integration with Jira and Azure DevOps for ticket-driven development and PR review workflows
python-pipeline
Python data processing pipelines with modular architecture. Use when building content processing workflows, implementing dispatcher patterns, integrating Google Sheets/Drive APIs, or creating batch processing systems. Covers patterns from rosen-scraper, image-analyzer, and social-scraper projects.
foia-requests
Freedom of Information Act (FOIA) and public records request workflows. Use when drafting records requests, tracking submissions, understanding exemptions, appealing denials, or managing large document productions. Essential for investigative journalists, researchers, and transparency advocates.
linear
Query and manage Linear issues, projects, and team workflows.
summoning-the-user
Use when an agent encounters a blocking decision or when proceeding without user input could lead to wasted work - helps Claude determine when to block and request user input versus making reasonable assumptions
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