6. Productivity & Automation

Automates GitHub issue creation, tracking, and management using the GitHub CLI for streamlined development workflow execution.

Automates updating CLAUDE.md memory sections after file changes, ensuring project memory stays synchronized with the latest edits.

Command-line tool for efficiently cloning, organizing, and navigating GitHub repositories locally to streamline development workflows.

Automates creation of customer-friendly release notes from git commit history, transforming technical details into clear, user-facing changelogs.

Automates creation of isolated Git worktrees for AI coding agents to enable parallel development and task delegation.

Converts Markdown content to Microsoft Word DOCX format for seamless document export and creation workflows.

Automates Xiaohongshu post creation via AutoGLM, supporting standard notes and long-form content with UI-guided navigation.

Guides implementation of subagent coordination workflows, defining scale, document requirements, and autonomous execution phases.

Validates application features through browser automation using Playwright, ensuring user-facing functionality works as intended in end-to-end scenarios.

Triggers manual reindexing of the codebase to refresh symbol references, improve navigation, and update code analysis tools.

Converts SRT subtitle files into structured Markdown notes for streamlined documentation and study reference.

Automates creation of deterministic context packs by merging briefs, evidence, and citations into JSONL, reducing drafting inconsistencies.

Converts taxonomy YAML files into bullet-only outline YAML files with structural validation and template removal.

Executes one unit at a time from a pipeline, ensuring auditability and compliance with checkpoints, updating status and artifacts after each step.

Automates generation and updating of `UNITS.csv` for project execution contracts based on selected pipelines and templates, ensuring scope alignment.

Automates quality checks for survey pipeline output, verifying citation health, coverage, and template consistency to produce a PASS/FAIL report.

Automates pipeline selection for user goals, locks the choice in PIPELINE.lock.md, and routes checkpoint questions to DECISIONS.md.

Automates expansion and refinement of search keywords (synonyms, acronyms, exclusions) to improve coverage and reduce noise, updating queries.md configuration.

Automates merging fragmented document outlines to achieve a target section count (6-8 H2 sections) without generating prose.

Produces coverage and redundancy reports for outline/mapping files, validating structure before content creation with no prose output.

Provides semantic search for local files with live indexing, replacing traditional grep and find commands for enhanced developer productivity.

Generates TDD-compliant task lists from approved design documents to streamline development implementation.

Generates dual-design task plans for efficient workflow initiation, accessible via /tp command.

Executes the current step in an AutoFlow workflow, enabling seamless task continuation via commands like /tr.