AI Engineering

Codebase Intelligence answers questions about structure, logic, dependencies, and risk. Use it to locate code, inspect architecture, and check blast radius before editing files.

Deep Reasoning helps an agent plan complex tasks, assess risks, and work through multi-step problems methodically. Use it for deeper analysis, problem decomposition, and persistent reasoning on hard cases.

Dev Onboarding Agent fills high-risk graph gaps and runs a guided interview to orient a new developer in a codebase. Use it for project overviews, architecture boundaries, recent changes, and risk or test coverage questions.

Ecto designs and debugs Elixir persistence with schemas, changesets, queries, preloads, transactions, and migrations. Use it for application-context data access, multi-tenancy, and database performance issues.

Elixir helps write and refactor idiomatic functions, modules, and data structures. Use it for pattern matching, error handling, protocols, behaviours, and deciding when OTP processes are needed.

Erduo B-Roll Loop Engineering turns original SRT and design into editable B-roll with an independent director, chapter creators, and visual review. Use it for SRT-to-video production or revisions while preserving legacy projects and explicit Remotion choices.

Greenfield Planning runs a brief, then a research pass followed by parallel architect, PM, and security agents to produce a detailed PLAN.md for a new project. Use it when starting from a project brief and needing structured product, technical, and risk planning.

HyperFrames Lead Builder creates three representative samples or a complete 5–8-shot chapter for HyperFrames productions. Use it to build, revise, and hand off render-ready source while preserving SRT timing and truth.

LoongSuite Pilot Ops collects local telemetry from AI coding agents, normalizes events, and exports them to files, HTTP, SLS, or traces. Use it to inspect agent activity, token usage, and privacy controls across tools.

Otp helps design and debug Elixir concurrency, process state, and supervision. Use it for GenServer, Supervisor, Task, Registry, ETS, Broadway, and Oban decisions.

Remotion Lead / Chapter Builder builds deterministic Remotion compositions for lead samples or one assigned chapter, using explicit source, motion, and material rules. Use it when creating or revising renderable video shots with strict provenance and layout constraints.

Skill Conductor creates, tests, reviews, improves, and packages Claude Code skills. Use it when building a new skill, fixing trigger failures, running evals, or preparing a skill for distribution.