8. Business & Operations

Resolves requirement contradictions, disambiguates terminology, and verifies assumptions to align stakeholders before solution development.

Guides users through multi-agent consensus workflows for contribution submissions, conflict resolution, and decision tracking.

Analyzes business workflows to identify inefficiencies and opportunities for operational optimization and process improvement.

Guides structured feature planning through a spec-driven workflow with approval gates between requirements, design, tasks, and implementation phases.

Structured feature planning with task decomposition, dependencies, and success criteria tracking.

Provides standardized criteria for assessing implementation plans against predefined quality benchmarks in project management workflows.

Provides standardized criteria for assessing implementation plans to ensure compliance with quality standards and business objectives.

Manages continuous risk identification, assessment, tracking, and retirement across the software development lifecycle to ensure project success.

Provides comprehensive project context and state awareness to inform operational decisions and task execution.

Automates phase gate validation through multi-agent review, generating pass/fail reports to support project management decisions.

Generates comprehensive SDLC reports with iteration status, metrics dashboards, and executive summaries for project tracking and stakeholder communication.

Validates adherence to brand guidelines across visual, verbal, and legal aspects to ensure consistent brand representation in all communications and materials.

Provides multi-stage quality assurance for marketing assets with channel-specific validation to maintain brand consistency and campaign effectiveness.

Processes user satisfaction feedback by updating FAQ metrics or logging negative cases based on trigger words.

Orchestrates binder design campaigns through goal planning, health assessment, resource estimation, and tool selection to ensure successful execution of protein design projects.

Manages project milestones including creation, initiation, and cycle definition for Agile/Scrum workflows.

Automates creation of project phases to close gaps identified in milestone audits, streamlining operational planning and gap resolution.

Automates milestone completion workflows including archiving, marking as done, and preparing for the next version in project management.

Automates removing a phase from a product roadmap and renumbering subsequent phases to maintain sequence.

Enables adaptive questioning to gather phase context, clarify implementation decisions, and explore gray areas for effective project planning.

Automates adding sequential phases to current milestone in roadmap, updating ROADMAP.md and STATE.md with next phase number.

Creates detailed roadmap phases using triggers like 'plan phase n' and 'create phase plan' for strategic planning.

Verifies project milestone achievements by checking requirements coverage, cross-phase integration, and end-to-end flows against defined criteria.

Inserts urgent or intermediate phases into project timelines, enabling mid-milestone adjustments and decimal phase management within project workflows.