titan-sync

Analyze GAUNTLET results to plan shared abstractions and output sync.json.

86|20|Updated Feb 21, 2026
One-click install
npx skills add https://github.com/optave/ops-codegraph-tool --skill titan-sync
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: titan-sync
Source: https://github.com/optave/ops-codegraph-tool/tree/main/.claude/skills/titan-sync
Command: npx skills add https://github.com/optave/ops-codegraph-tool --skill titan-sync

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Coordinating fixes across overlapping audit results is challenging and time-consuming, often leading to conflicts and duplicated effort. Titan-sync surfaces shared abstractions and generates a clear, ordered plan to unite efforts across teams.

Core Features & Use Cases

  • Drift-aware planning: detects drift in main since GAUNTLET and flags targets that may be stale.
  • Clustered failure analysis: groups related failures into clusters to reveal shared dependencies and scope.
  • Dependency ownership: identifies cross-team ownership to align changes before they are implemented.
  • Structured execution: outputs a sync.json artifact describing clusters, abstractions, and a prioritized execution order.

Quick Start

Run the titan-sync workflow to generate a structured sync.json from GAUNTLET results.

Frequently Asked Questions about titan-sync

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I coordinate overlapping audit findings without causing merge conflicts?

Coordinating overlapping audit findings involves analyzing results to identify shared abstractions and grouping related failures into dependency clusters. This process produces a structured execution plan with prioritized commit management to align cross-team efforts.

What is dependency cluster analysis in audit execution planning?

Dependency cluster analysis groups related audit failures to reveal shared dependencies and cross-team ownership scopes. This grouping maps dependency clusters to outline a multi-phase execution plan with a prioritized and logically ordered commit sequence.

How do I detect code drift since running an audit to prevent stale fixes?

Drift detection since an audit involves reading Titan artifacts to identify changes in main that may render targeted fixes stale. This drift-aware planning flags affected targets before generating a synchronized state update.

How do I generate a multi-phase commit order from audit results?

Generating a multi-phase commit order requires analyzing audit results to map dependency clusters and propose shared abstractions. The workflow outputs a sync.json artifact describing these clusters alongside a prioritized execution sequence.

Can I identify cross-team ownership for shared dependencies before implementing fixes?

Yes, identifying cross-team ownership is achieved by grouping related failures into clusters to reveal shared dependencies. This dependency ownership mapping aligns team changes and scopes before the synchronized execution plan is implemented.