AI Engineering

Generates or refreshes an AGENTS.md for a Carbon package or ERP module by reading actual source code, verifying every claim against real functions, tables, and exports. Use when adding a new module, when audits flag a stale file, or on request.

Orchestrates the complete feature lifecycle from research and spec writing to plan, build, test, and self-review. Supports autonomous and approval-based modes with structured run records.

Generates a detailed implementation plan from a finalized spec, breaking work into verifiable tasks with exact file paths, commands, and expected outputs for an AI agent to execute mechanically.

Rust coding conventions for Carbon's cargo workspace, emphasizing safe async/FFI patterns, ownership choices, error handling, and performance profiling when working with OpenCASCADE and FCL bridges.

Notaire assists with French real estate, inheritance, gifts, family law, and corporate law by preparing deeds, advising on wealth planning, calculating fees, and checking compliance. Use it when preparing notarial acts, calculating notary fees, or verifying legal compliance in France.

BB Plugin Authoring covers writing, building, and installing bb plugins, from scaffolding a new plugin to extending bb with CLI commands, agent tools, background services, settings, panels, mention providers, and other surfaces. Use it whenever the task is to create a bb plugin, extend bb itself, or add a bb surface via a plugin.

Memory stores durable project knowledge and cross-project user preferences so an agent can recall them in future threads. Use it to retrieve relevant memories progressively and save verified, reusable learnings via the bb memory CLI.

Skill Creator helps design, write, test, and refine bb skills so agents trigger and execute them reliably. Use it when asked to create, edit, or debug a skill, or to turn a conversation into a reusable workflow.

Workflows executes a workflow script that orchestrates multiple subagents deterministically. Use it for multi-agent orchestration, parallel or sequential agent pipelines, structured outputs, and durable background workflow runs.

Write a Skill guides agents through creating a new skill for the playbooks/skills directory, from defining the trigger line to drafting the method, output, and guardrails. Use it when a recurring task deserves a written, reusable method.

Set up and troubleshoot Liferay MCP server, including CLI restart ordering, connection issues, and error diagnosis. Use when enabling MCP or handling tool call errors.

Fable Domain discusses a domain with the user, researches it from real sources, and generates a trusted skill bundle containing a step-by-step workflow with flowchart, a domain adapter, a trap fixture, and a smoke eval. Use it when creating a new domain adapter for the Fable method or giving a lesser model Fable's workflow for a domain.