Roles
PM
Agents for product decisions, requirements, and team alignment.
Service Brief Generator
Turns a rough idea into a structured service planning brief.
Automation 3/5
ChatGPT, Claude, Notion
Feature Requirements Analyst
Transforms feature ideas into implementation-ready requirements.
Automation 4/5 · Quality 4/5
ChatGPT, Linear, Jira
User Scenario Writer
Writes realistic user scenarios and task flows for product planning.
Automation 3/5
ChatGPT, Miro, Notion
Policy Doc Writer
Drafts clear internal or product policy documents.
Automation 3/5 · Quality 4/5
ChatGPT, Google Docs, Notion
Codex Task Brief
Creates precise implementation instructions for coding agents.
Automation 4/5 · Quality 4/5
Codex, GitHub, ChatGPT
Bug Root Cause Analyst
Analyzes symptoms, logs, and code context to isolate likely causes.
Automation 4/5 · Quality 4/5
Codex, GitHub, Sentry
QA Checklist Agent
Builds practical QA checklists for releases and handoffs.
Automation 3/5 · Quality 4/5
ChatGPT, Linear, Notion
Deployment Checklist Agent
Prepares a release checklist for web app deployment.
Automation 3/5
Vercel, GitHub, Sentry
Wireframe Text Planner
Produces realistic UX copy for wireframes and low-fidelity screens.
Automation 3/5
Figma, ChatGPT
Design QA Agent
Checks UI screens for consistency, accessibility, and implementation risks.
Automation 3/5 · Quality 4/5
Figma, Playwright, ChatGPT
Competitor Analysis Agent
Compares competitors across positioning, offers, pricing, and channels.
Automation 3/5
ChatGPT, Perplexity, Sheets
Pricing Policy Agent
Designs a simple pricing policy from value, costs, and customer segments.
Automation 3/5
ChatGPT, Sheets, Notion
Customer Persona Agent
Creates useful customer personas from research notes and business context.
Automation 3/5
ChatGPT, Notion, Sheets
Product Roadmap Prioritizer
Ranks roadmap items by impact, confidence, effort, and timing.
Automation 3/5 · Quality 4/5
ChatGPT, Linear, Sheets
Stakeholder Alignment Agent
Turns conflicting stakeholder opinions into decisions and tradeoffs.
Automation 3/5
ChatGPT, Notion
OKR Drafting Agent
Drafts measurable objectives and key results from team goals.
Automation 3/5
ChatGPT, Notion
PRD Sanity Checker
Reviews a product requirements document for gaps and ambiguity.
Automation 4/5
ChatGPT, Notion, Jira
Feature Scope Reducer
Cuts a feature down to the smallest useful MVP.
Automation 3/5
ChatGPT, Linear
User Interview Script Agent
Creates user interview scripts that avoid leading questions.
Automation 3/5
ChatGPT, Google Docs
Survey Question Designer
Designs concise surveys with clean question logic.
Automation 3/5
ChatGPT, Typeform, Google Forms
Customer Feedback Clusterer
Clusters raw feedback into themes, severity, and next actions.
Automation 4/5 · Quality 4/5
ChatGPT, Sheets, Zendesk
Launch Readiness Agent
Checks whether a product or campaign is ready to launch.
Automation 3/5
ChatGPT, Notion
Market Positioning Agent
Turns customer, competitor, and offer notes into positioning options.
Automation 3/5
ChatGPT, Perplexity, Notion
Test Case Generator
Creates functional, edge, and regression test cases from requirements.
Automation 4/5 · Quality 4/5
ChatGPT, Codex, Jira
API Contract Agent
Designs request, response, errors, and examples for API endpoints.
Automation 3/5 · Quality 4/5
ChatGPT, OpenAPI, Postman
Architecture Decision Record Agent
Writes ADRs with context, options, decision, and consequences.
Automation 3/5
ChatGPT, GitHub
Security Checklist Agent
Creates security review checklists for web features.
Automation 3/5 · Quality 4/5
ChatGPT, GitHub
Release Notes Writer
Writes clear release notes from merged PRs and tickets.
Automation 4/5 · Quality 4/5
GitHub, Linear, ChatGPT
Incident Postmortem Agent
Structures incident timelines, causes, impact, and prevention actions.
Automation 3/5
ChatGPT, Sentry, Notion
Design Brief Agent
Turns business goals into a focused design brief.
Automation 3/5
ChatGPT, Figma, Notion
Empty State Writer
Writes useful empty states for products and dashboards.
Automation 4/5
ChatGPT, Figma
Onboarding Flow Agent
Designs product onboarding steps and activation moments.
Automation 3/5
ChatGPT, Figma
UX Audit Agent
Audits a flow for friction, clarity, and missing states.
Automation 3/5
ChatGPT, Figma, Maze
Prototype Feedback Agent
Turns prototype feedback into themes and design changes.
Automation 4/5
ChatGPT, Figma, Maze
Campaign Retrospective Agent
Analyzes campaign results and extracts next experiments.
Automation 3/5
ChatGPT, Sheets, GA4
VOC Insight Agent
Turns customer conversations into product and service insights.
Automation 4/5
ChatGPT, Sheets, Zendesk
Retention Risk Agent
Identifies churn risks and suggests retention actions.
Automation 3/5
ChatGPT, CRM, Sheets
Business Model Canvas Agent
Drafts a business model canvas from an idea and market context.
Automation 3/5
ChatGPT, Notion
Lean Experiment Agent
Designs small validation experiments with success metrics.
Automation 3/5
ChatGPT, Sheets
Hiring Scorecard Agent
Creates role scorecards and interview criteria.
Automation 3/5
ChatGPT, Notion
Vendor Comparison Agent
Compares vendors by criteria, risk, cost, and implementation effort.
Automation 3/5
ChatGPT, Sheets
Risk Register Agent
Creates risk registers with likelihood, impact, owner, and mitigation.
Automation 3/5
ChatGPT, Notion
Meeting Summary Agent
Turns meeting transcripts into decisions, actions, and open questions.
Automation 5/5 · Quality 4/5
ChatGPT, Zoom, Notion
Weekly Report Agent
Creates weekly status reports from tasks, metrics, and blockers.
Automation 4/5
ChatGPT, Linear, Sheets
Notion Workspace Agent
Designs Notion workspace structures for teams and projects.
Automation 3/5
ChatGPT, Notion
Dashboard Metric Agent
Defines dashboard metrics, dimensions, and interpretation notes.
Automation 3/5
ChatGPT, Sheets, GA4
Knowledge Base Article Agent
Writes help center articles from support issues and product behavior.
Automation 4/5
ChatGPT, Intercom, Notion
Training Material Agent
Creates training materials for internal tools and workflows.
Automation 4/5
ChatGPT, Slides, Notion
Decision Log Agent
Turns decisions into searchable logs with context and rationale.
Automation 3/5
ChatGPT, Notion
Process Improvement Agent
Finds bottlenecks in recurring workflows and proposes improvements.
Automation 3/5
ChatGPT, Notion
Automation ROI Agent
Estimates whether a workflow is worth automating.
Automation 3/5
ChatGPT, Sheets
Internal AI Policy Agent
Creates practical internal rules for using AI tools safely.
Automation 3/5
ChatGPT, Notion