thisrohangupta

Draft evidence-backed feature announcements and release notes from verified product, issue, and delivery sources.

Plan, capture, debrief, and synthesize product discovery interviews while preserving evidence and research limits.

Create and visually verify native PowerPoint decks from product artifacts using a neutral, customizable theme.

Turn an approved product direction into a state-complete design specification and optional handoff package.

Show the pmClaude workflow catalog, expected inputs, outputs, and optional integration requirements.

Triage a bug report, gather code and runtime evidence, check duplicates, and optionally create a reviewed issue.

Organize, search, audit, and optionally sync pmClaude artifacts with a configurable Notion workspace.

Create, review, iterate on, list, or optionally publish evidence-backed product requirements documents.

Set up Ansible step group templates for running Ansible playbooks in CI, Deployment, and IACM pipelines. Use when someone wants Ansible integration, playbook execution, configuration management, or Ansible templates in Harness.

Set up the Central Build Farm with connectors for source code managers (GitHub, GitLab, Bitbucket), container registries (Docker Hub, AWS ECR, GCP Artifact Registry, Azure ACR), and artifact managers (Nexus, Artifactory, Helm). Use when someone wants to…

Set up Cloud Cost Management (CCM) and FinOps capabilities. Includes Kubernetes connectors for cost visibility, automatic K8s connector discovery, AutoStopping for idle resources, and Cluster Orchestrator for spot instance optimization. Use when someone wants…

Set up CI pipeline templates and golden pipelines. Creates reusable CI stage templates, step group templates (build, lint, scan, supply chain security), and optionally pre-built pipelines for specific repositories with webhook triggers. Use when someone wants…

Set up image factory pipelines. CI Image Factory migrates Harness CI step images to your private container registry. Delegate Image Factory builds custom delegate images with additional tools. Use when someone wants image migration, image factory, custom…

Create a new Harness Organization with roles, user groups, resource groups, environments, and governance policies. Use when someone wants to create a new org, set up an organization, or provision organizational structure in Harness.

Set up the Harness Platform account baseline. Creates account-level roles (Shared Resource Access), admin user groups, and OPA governance policies (template versioning, API token age enforcement). Use when someone wants to initialize their Harness account,…

Check that all prerequisites are met for using Harness Factory. Verifies OpenTofu/Terraform installation, Harness environment variables (account ID, API key, endpoint), provider template availability, and repository structure. Use when someone wants to check…

Manage Harness deployment freeze windows via MCP. Create, list, get, update, and delete project-level freeze windows; toggle them Enabled/Disabled; and get or enable/disable the project-level global freeze. Use when asked about freeze windows, deployment…

Manage Harness Code pull requests via MCP. List, create, update, and merge PRs; add reviewers and submit review decisions (approve / request changes); post, update, and delete comments; read the discussion timeline; and check CI status. Use when asked to open…

Generate audit reports and compliance trails using Harness audit trail data via MCP v2 tools. Track user actions, resource changes, authentication events, and access patterns across accounts, organizations, and projects. Use when asked to audit activity,…

Generate Harness v0 Pipeline YAML for CI/CD workflows and create them via MCP. Supports CI stages (build, test, Docker push), CD stages (Kubernetes, Helm, ECS, serverless), approval gates, parallel execution, matrix strategies, and failure rollback. Use when…

Generate Harness v1 simplified Pipeline YAML using the new concise syntax with flat structure, ${{ }} expressions, script field, and action steps. Supports CI stages (run, run-test, background), CD stages (service/environment with action steps for K8s, Helm,…

Generate Harness Secret definitions and manage secrets via MCP v2 tools. Supports SecretText, SecretFile, SSHKey, and WinRmCredentials types with configurable secret managers (Harness built-in, HashiCorp Vault, AWS Secrets Manager, Azure Key Vault, GCP Secret…

Manage Harness RBAC roles, role assignments, permissions, and resource groups via MCP v2 tools. List, create, update, and delete custom roles. View role assignments and permissions for users, groups, and service accounts. Use when asked to manage access…

Migrate Harness pipelines from v0 to v1 simplified format via MCP tools. Converts expressions from angle-bracket to ${{ }} syntax, lowercases type names, simplifies structure, and preserves variables, failure strategies, and conditional logic. Use when asked…

Create and update Harness AI agent instances for automated code and infrastructure tasks. Supports multi-stage execution, MCP server integration, LLM connector configuration, runtime inputs, repository cloning, and task/rules-based instruction. Use when asked…

Execute and monitor Harness pipeline runs via MCP tools. Find pipelines, provide runtime inputs, trigger executions, monitor progress, handle approvals, retry failures, and abort running or stuck executions. Use when asked to run a pipeline, execute a…

Create OPA governance policies for Harness via MCP. Define policies that enforce compliance rules on pipelines, services, environments, feature flags, artifacts, code repositories, templates, SBOM, security tests, Terraform, GitOps, connectors, secrets, and…

Analyze cloud costs, find optimization opportunities, and track anomalies using Harness CCM via MCP. Use when user says "cloud costs", "analyze costs", "cost optimization", "reduce spending", "cost report", or asks about cloud bills.

Create and manage chaos experiments using Harness Chaos Engineering via MCP. Run resilience tests like pod deletion, CPU stress, and network faults. Use when user says "chaos experiment", "chaos engineering", "resilience test", "chaos test", or wants to test…

Generate DORA metrics and engineering performance reports using Harness SEI via MCP. Track deployment frequency, lead time, change failure rate, and MTTR. Use when user says "DORA metrics", "deployment frequency", "lead time", "engineering metrics", or asks…

Manage Harness Feature Flags via MCP. Create boolean or multivariate flags, list flags by project or workspace, get flag details with environment state, toggle flags on/off per environment, and delete flags. Use when asked to create a feature flag, toggle a…

Create a new documentation page for the Harness 3.0 docs site. Use when adding a new doc page, creating documentation, or when asked to add a page to the docs. Handles all three required file registrations and generates the page component.

Validate documentation pages against project conventions. Use when checking if doc pages are correctly set up, debugging broken navigation, or before committing doc changes. Checks all three registration points, TOC consistency, section IDs, and YAML schema…

Reference guide for Harness 3.0 documentation site conventions, component patterns, and styling rules. Auto-invoked when working on documentation pages, editing components in docs/pages/, or modifying docs-data.ts. Use explicitly to look up the correct…

Sync commits to both main and v0/rohangupta-dec27c78 branches. Use after committing changes, when pushing code, or when asked to sync branches. Ensures both branches stay in lockstep.