Agent skills

Oracle second-model review: bundle prompts/files, debug, refactor, design.

Prepare for the oral trial: case theory, opening statement, interrogation and cross-examination scripts, challenge of…

Open Orbit briefing skill — selected by the Orbit pipeline when the user has two or more connectors connected.

Open Orbit briefing skill — selected by the Orbit pipeline when Gmail is the user's only connected connector, or when the user explicitly…

Open Orbit briefing skill — selected by the Orbit pipeline when Linear is the user's only connected connector, or when the user explicitly…

Use when working with OrbStack Linux VMs, Docker on macOS, orbctl commands, or orb machine lifecycle.

Use the public `orca` CLI to operate Orca-managed worktrees, folder contexts, terminals, repos, automations, worktree comments, and the…

Control an Android emulator / device from inside Orca using the `orca` CLI.

Use Orca's Linear CLI through `orca linear ...` commands to read linked ticket context with `orca linear issue --current --full --json`…

Iterate fresh-context passes against an external done-check within a bound.

Orchestrate a behavior-preserving refactor — confirm tests are green, restructure without changing behavior, keep tests green, review, and…

Generates publication-quality figures for ML papers from research context.

Orchestrates end-to-end autonomous AI research projects using a two-loop architecture.

Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy…

Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag).

Open-source AI observability platform for LLM tracing, evaluation, and monitoring.

Managed vector database for production AI applications.

Coordinate long-running, multi-milestone projects across multiple turns, from conversational discovery through evidence-based completion.

This skill should be used when coordinating multiple subagents, implementing orchestrator patterns, or managing parallel agent workflows.

Multi-agent workflow coordination with routing, state management, and failure recovery

You are the master controller of the AI Dev Factory.