6. Productivity & Automation

Validates therapist onboarding end-to-end flow via automated smoke testing and onboarding checks.

Bootstraps repositories with the 'just' command runner, providing installation, modular justfile structure, and recipe conventions for task automation.

Automates UI testing for the Ark Dashboard using Playwright, ensuring functionality and user experience.

Manages campaign media assets including images and tokens through organized file organization for efficient workflow.

Automates capturing durable learnings (decisions, pitfalls) from chat sessions into .agent/memory.md for team knowledge retention.

Automates attaching images to GitHub pull requests and issues via a temporary repository for seamless integration.

Generates context packages and clear instructions for coding agents by analyzing requirements and identifying relevant files, streamlining task delegation.

Automates detection of development tools at session start, saves to .agent/tools.json, and warns on missing required tools. Works without aoc CLI.

Automates validation of session holds, bookings, and conflict resolution in scheduling workflows to ensure seamless user experiences.

Automates extraction of action items, decisions, and follow-up tasks from meeting notes or transcripts for efficient team follow-up.

Provides a structured workflow for multi-perspective debates on architectural decisions and complex trade-offs.

Automates semantic versioning, changelog, and release notes from Git and issue tracking.

Automates autonomous mission execution through Manus API, integrating agent security into workflow orchestration.

Generates random numbers via standard RPG dice notation (e.g., 1d20, 3d6+4) for tabletop gaming, decisions, and randomization.

Automates accessibility (WCAG) and SEO audits, generates remediation specs, and implements fixes in cloud sandboxes.

Instantly converts between temperature, distance, weight, and volume units for accurate measurement calculations.

Automatically generates initial project context and documentation for new subprojects.

Automates the setup of a new B2B consulting project with standard structure, configuration, and initial context files.

Automates downloading image and file attachments from Linear issue comments and descriptions for streamlined file management.

Extracts plain text from PDF documents using the pdftotext command-line tool for efficient document processing and automation.

Performs basic arithmetic operations (addition, subtraction, multiplication, division) for immediate math problem solving.

Automatically loads configuration, project context, and workflow status for consultant agents upon startup, ensuring consistent environment setup.

Automates visa regulation and document requirement updates via a structured pipeline, avoiding code hardcoding.

Runs accessibility and SEO audits in isolated cloud sandboxes for web development quality checks.