Orchestrate multi-phase Titan pipeline phases with sub-agents and artifact validation.
npx skills add https://github.com/optave/ops-codegraph-tool --skill titan-run
Please help me install this Agent Skill. Skill: titan-run Source: https://github.com/optave/ops-codegraph-tool/tree/main/.claude/skills/titan-run Command: npx skills add https://github.com/optave/ops-codegraph-tool --skill titan-run
Titan-run solves the challenge of coordinating a complex AI pipeline by dispatching each phase to sub-agents with fresh context windows, enabling end-to-end Titan Paradigm execution without manual orchestration.
Dispatch the Titan-run skill to orchestrate the full Titan pipeline from recon through grind with default settings.
High-intent search queries and answers about installing and using this skill.
Pipeline orchestration is automated by dispatching each phase to sub-agents with fresh context windows, handling recon, gauntlet, sync, forge, and grind transitions automatically. This enables continuous end-to-end coordination without manual intervention.
Pipeline validation works through strict pre-phase and post-phase gating checks that validate artifacts and state consistency before and after each transition. This ensures correctness, safety, and auditability across the entire orchestrated workflow.
Yes, workflow orchestration supports flexible start points, allowing you to begin execution from a specific phase rather than the initial recon stage. You can also adjust gauntlet batch sizes to control processing volume during execution.
No external dependencies are required to run the Titan pipeline orchestration process. The system operates independently by using internal sub-agents to handle phase delegation, iteration, validation, and checkpoint management.
Ensuring traceable artifact state across complex AI agent workflows is best achieved through automated checkpointing and strict gating validations. This approach maintains a consistent, auditable record of state changes throughout the multi-phase pipeline execution.
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