AI Engineering

Autoprompt turns a mission into one executable roadmap, splits work into dependency-safe lanes, and verifies the result with independent review and tests. Use it for explicit mission-driven orchestration in Claude Code.

Autoprompt turns a mission into one executable roadmap, assigns dependency-safe lanes, and verifies the result with independent reviewers and real tests. Use it for explicit, useful-first multi-agent orchestration.

Autoprompt runs the Prime Agent orchestration loop through a native RLM dispatcher for explicit /autoprompt missions. Use it to launch, resume, and route bounded subagents with enforced topology and verification gates.

Autoprompt Framework Generator builds a one-off custom framework when a selector returns MISS. It classifies task axes, assembles the gate sequence, emits a validated leaf descriptor, and hands it to the validator before any gate runs.

Azure Active Directory B2C provides guidance for building, configuring, securing, and troubleshooting B2C user flows and custom policies. Use it when setting up identity providers, MFA, API protection, migrations, monitoring, or deployment automation.

Azure AI Vision provides guidance for Image Analysis, OCR containers, smart-crop thumbnails, background removal, and video frame analysis. Use it for configuration, limits, coding patterns, migration, and deployment tasks.

Azure Anomaly Detector provides guidance for troubleshooting, best practices, limits, configuration, and container deployment. Use it when working with univariate or multivariate APIs, Docker, ACI, or IoT Edge deployments.

AINL compiles deterministic `.ainl` graphs for ZeroClaw workflows. Use it to import, compile, run, and expose MCP tools for validation and orchestration.

AINL compiles deterministic .ainl graphs for Hermes Agent. Use it to import workflows, run them safely, and expose MCP tools for repeatable execution and closed learning loops.

AINL compiles deterministic .ainl graphs for OpenClaw, including import, compile, run, and MCP tool setup. Use it when you need portable workflows instead of ad-hoc prompts.

JPA Patterns covers JPA/Hibernate performance issues, lazy loading errors, transactions, and query fetching strategies. Use it when dealing with N+1 queries, LazyInitializationException, or entity relationship design.

Conversation To Prompt turns a task discussion into a reusable system prompt body with a fixed structure. Use it when you need to extract stable instructions and remove one-off context from a chat.