AI Engineering

Frappe Database Operations helps you read, write, and query ERPNext/Frappe data with the right API, from `frappe.get_doc` and `frappe.db.get_list` to query builder and SQL. Use it when building database logic, caching values, or avoiding permission and transaction mistakes.

Frappe Debugger helps diagnose Frappe and ERPNext errors by classifying tracebacks, checking logs, and inspecting live state in bench console. Use it for Python, JavaScript, database, permission, scheduler, and build issues.

Frappe Document Controllers explains how to implement DocType logic in a custom Frappe app, including validation, lifecycle hooks, autoname, submittable workflows, controller overrides, child table controllers, and flags.

Frappe Notifications covers email, system alerts, assignments, auto repeats, and ToDo creation in Frappe. Use it when configuring document-triggered notifications or programmatic messaging without misconfigured delivery or templates.

Frappe Permissions explains how to implement Frappe and ERPNext access control using roles, user permissions, perm levels, masking, and permission hooks. Use it when checking who can see, edit, or restrict documents and fields.

Frappe Search explains how to implement link field autocomplete, global search, website search, and custom FTS in Frappe v14-v16. Use it when search results are missing, autocomplete is not working, or you need to tune indexing and permissions.

Frappe Workflow Engine manages Frappe document lifecycles with workflow states, transitions, role permissions, and action conditions. Use it to create or troubleshoot approval flows, stuck documents, and workflow permission errors.

Governance Encoder converts governance policies into machine-checkable JSON or YAML constraint files for AI agents and CI pipelines. Use it when you need to encode rules, not write decision records or documentation.

Init Deep creates or migrates a nested CLAUDE.md structure for progressive disclosure. Use it to place guidance in the directories where Claude reads code, rather than keeping everything in one root file.

Metadata Schema Generator creates structured JSON metadata schemas for design system components. Use it when you need machine-readable prop rules, composition constraints, accessibility contracts, or other tooling data.

Oh My Claude applies workflow guidance for planning, delegation, and verification in Claude Code. Use it when coordinating agents, executing plans, or configuring plugins and ultrawork modes.

Guides founders to determine product pricing by defining value metrics, packaging tiers, and finding the right number based on evidence, not fear. Use when stuck on pricing decisions or overcoming the belief that developers won't pay.