6. Productivity & Automation

Automates updating 'Just Accepted' status in uexplorer's bibliography for formally published academic papers.

Manages offline reference materials in the `extra/` directory, preventing unnecessary web searches by checking local resources first.

Scans and cleans macOS system garbage files including cache, temporary, duplicate, and large files to free disk space and optimize storage.

Provides general utilities for automating routine tasks and improving workflow efficiency.

Generates structured, standards-compliant templates for new Claude Code skills, automating setup for developers.

Automates creation of Claude Code skills from descriptions, converting documentation and scaffolding skill structures.

Automates generation of Claude skills by parsing Context7 MCP documentation responses into functional skill definitions.

Automates delegation of coding tasks to external AI agents (e.g., Claude Code, Codex) via spawning, controlling, and parallel execution.

Automates Better Context (btca) setup by scanning dependencies, generating config files, and updating project documentation for context management.

Automates creation of well-structured, atomic Git commits by analyzing changes and enforcing project-specific conventions.

Automates blog article publishing to aiandi.dev with frontmatter, SEO optimization, deployment, verification, and announcements in the blog pipeline.

Guides users through requirement gathering for Ralph loops via structured questions, then auto-starts the loop setup process.

Generates final PDF document from essay and appendix using pandoc as part of the MIP pipeline.

Automates iterative problem-solving by investigating issues, applying fixes, and verifying success until resolution or exhaustion.

Automates file-based todo management including creation, status updates, and dependency checks within the todos/ directory.

Automates Git commit, push to GitHub, and pull request creation for efficient code synchronization.

Starts Orchestrator 3 Stream application (backend and frontend) in background mode with --session and --cwd flags support.

Automates drafting implementation plans for GitHub Issues by analyzing issue content and generating structured comments for team alignment before coding.

Guides efficient discovery and utilization of MCP tools through search, filtering, and progressive exploration to quickly find the right tool for any task.

Automates GitHub issue management by fetching, prioritizing, analyzing dependencies, and verifying results via parallel subagents.

Toolkit for automating frontend testing of local web apps using Playwright, including UI debugging, screenshot capture, and log viewing.

Saves session memory upon detecting [MEMORY_KEEPER] in hook output, preserving state for subsequent interactions.

Allows quick access to past interactions and stored memory, streamlining information retrieval without manual re-entry.

Guides implementation of project standardization using @j0kz/mcp-agents scripts for version management, test automation, and URL casing rules.