6. Productivity & Automation

Displays real-time specification pipeline status counts and identifies stale specifications to streamline requirements management.

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

Automates creation/correction of .claude/rules files with proper path formatting, glob patterns, and compatibility checks.

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 WeChat messaging by retrieving recent messages and sending AI-assisted replies, enhancing communication efficiency on Windows.

Automates end-to-end WeChat Official Account article publishing, including AI content creation, image generation, and layout management.

Automates end-to-end content creation workflow: identifies trends, generates content, and validates viral potential for marketing campaigns.

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.

Enables parallel step/task design via dual AI collaboration (Claude and Codex) with merge discussion for efficient workflow planning.

Provides standardized workflow rules for task execution in development, ensuring adherence to code practices and git commit protocols during planning and execution.

Provides a confirmation prompt before executing significant actions to prevent accidental operations, ensuring user approval for impactful tasks.