AI Engineering

Copilot SDK E2E Dev spins up a live local Omnigent server and exercises the Copilot SDK harness end-to-end, including building agents, running turns, smoke testing, and debugging auth, model, and tool-bridge behavior. Use it when developing or debugging the copilot executor, harness, or auth modules.

Cursor SDK Harness E2E spins up a live local Omnigent server and exercises the Cursor SDK harness end-to-end, building cursor agents and running real turns to smoke-test and bug-bash. Use it when developing, testing, or debugging the cursor harness or its auth, model, and tool-bridge behavior.

Debate has the Claude and GPT partners critique each other's answers across a configurable number of rounds (default 1) before converging on a synthesis. Use when you want the two perspectives stress-tested against each other, not just shown side by side.

Deep Research answers a question with a thorough, cross-checked, cited web-research report using search and fetch tools. Use it when you need current, verifiable information from the web.

Fanout runs independent subtasks in parallel by creating a separate git worktree and dispatching an implementation sub-agent for each task, each opening its own PR. Use it when subtasks are parallel-safe and you want cross-reviewed PRs delivered without merging.

Framework Detection scans Python imports in existing agent code and maps them to Omnigent executor types. Use it when integrating existing Python agent code into Omnigent.

Harness Integration Guide provides a reference for building new Omnigent harness integrations, covering SDK/subprocess and native harness tracks with feature matrices, implementation patterns, and prioritized checklists.

Investigate delegates read-only investigation, debugging, audit, search, and code-understanding tasks to sub-agents, then synthesizes findings only from their structured reports. Use it when an orchestrator needs to answer repository-specific technical questions or analyze failures without modifying files.

Omnigent Knowledge is a deep reference on Omnigent config format, executor types, skill/tool structure, and conventions. Use it when you need to look up how the platform works.

Harness configures a harness for a domain or project by defining specialized agents and generating the skills they use. Use it to set up new agent teams, extend existing ones, or audit and maintain a harness.

Equips AI agents with web search, content fetching, CDP browser automation, and local history search. Includes efficient browsing strategies and site pattern accumulation.

AI Integration Phase generates an AI-SPEC.md design contract for phases that involve building AI systems. It orchestrates framework selection, research, and evaluation strategy design.