Generate a comprehensive Product Requirements Document (PRD) for an AINative feature, integration, or product. Uses AI with full AINative platform context — knows all services, APIs, SDKs, and architectural constraints. The PRD is automatically saved to ZeroMemory for cross-session recall.

Generate or regenerate a single section of a PRD. Useful for iterative refinement — update just the Technical Architecture or User Stories without regenerating the entire document.

Refine an existing PRD based on feedback. Provide the PRD ID and feedback, and the AI will update the document while preserving version history.

Generate a PRD from a GitHub issue. Fetches the issue title, body, labels, and comments, then expands them into a full PRD with AINative platform context.

List all available PRD templates (built-in and custom). Each template has a specific structure optimized for different types of products and features.

Get a PRD template by name. Returns the full Markdown template with placeholder variables.

Create a custom PRD template. Stored persistently in ZeroDB so it survives across sessions.

Render a template with variable substitution (no AI, pure placeholder replacement). Fast and deterministic.

Validate a PRD against quality rules and AINative architectural constraints. Checks for required sections, content completeness, AINative service references, and architecture compliance.

Score a PRD completeness from 0-100 based on section coverage, content quality, and AINative integration depth.

Verify that all API endpoint references in a PRD actually exist in the AINative OpenAPI spec. Catches typos and invalid paths.

Save a PRD to ZeroDB as a persistent plan artifact. Returns an ID you can use to load, update, or search for it in future sessions. Version history is tracked automatically on every update.

Load a saved PRD by its artifact ID. Use at the start of a session to resume work on an existing PRD.

Semantic search across all saved PRDs. Find PRDs by topic, service name, feature description, or any natural language query.

Get version history for a PRD, showing how it evolved over time. Returns unified diffs between versions.

List all AINative products and services with descriptions, categories, API prefixes, SDKs, and pricing tiers. Use this before writing a PRD to understand what platform capabilities are available.

Get API endpoint details for a specific AINative service or category. Returns endpoint paths, methods, and descriptions from the OpenAPI catalog.

Given a set of requirements, suggest which AINative services, APIs, and SDKs to use. Returns a recommended technology stack with justifications.

List all Agent Skills available in the skills repo (the8genc/ai-8gent-skills by default). Each entry includes the skill name, slug, description (with trigger phrases), and its reference files. Skills are pulled live from GitHub. Call this first to discover which skills exist before applying one.

Get the full content of a skill by slug or name, including its SKILL.md body and (optionally) all reference files. Use this to load a skill before doing the work it describes.

Get a single reference file for a skill (e.g., "references/testing-patterns.md"). Load reference files on demand when the SKILL.md says to.

Semantic search across all skills to find the right one for a task. Queries the ZeroDB mirror when available (run skill_sync first), otherwise falls back to keyword matching over the live GitHub list.

Mirror skills from the GitHub repo into ZeroDB so they can be semantically searched and served offline. GitHub remains the source of truth — this refreshes the cache. Sync all skills, or one by slug.