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smitkhanparaZuru
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sync-workflow

Incrementally merge artifacts, extract ASTs, and update graphs for AICA repositories.

Updated Mar 16, 2026
Search Tags:#embeddings#ci-cd#graph#ast#git-diff#aica#incremental-sync
One-click install
npx skills add https://github.com/smitkhanparaZuru/AI-Coding-Automation --skill sync-workflow-smitkhanparazuru
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: sync-workflow
Source: https://github.com/smitkhanparaZuru/AI-Coding-Automation/tree/main/.github/skills/sync-workflow
Command: npx skills add https://github.com/smitkhanparaZuru/AI-Coding-Automation --skill sync-workflow-smitkhanparazuru

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Incremental Sync Workflow reduces waste by updating only the changed parts of a codebase during repository synchronization, avoiding full rebuilds whenever possible.

Core Features & Use Cases

  • Incremental merging of detector outputs to keep artifacts fresh
  • Incremental AST extraction for changed files and selective graph updates
  • Intelligent fallback to full rebuild when changes exceed a configurable threshold
  • Optional embedding updates and CI/CD integration for automated pipelines

Quick Start

Run aica sync-repo after code changes to trigger an incremental update of detectors, AST data, graph, and embeddings.

Frequently Asked Questions about sync-workflow

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

FAQPage Schema
How do I avoid full repository rebuilds when syncing frequent code changes?▼

Incremental repository sync updates only the changed parts of a codebase, merging artifacts and re-extracting ASTs for changed files to avoid full rebuilds whenever possible.

How does incremental AST extraction work for large TypeScript projects?▼

Incremental AST extraction targets changed files and selectively updates the graph, ensuring that only modified TypeScript or TSX code is re-processed during the sync workflow.

Can I configure a fallback threshold for full rebuilds in CI/CD pipelines?▼

Yes, the sync workflow implements an intelligent fallback to a full rebuild when code changes exceed a configurable threshold, automating safe CI/CD pipeline updates.

How do I trigger an incremental update for ASTs, graphs, and embeddings after code changes?▼

Run the sync command after code changes to trigger an incremental update of detectors, AST data, graph structures, and optionally refresh embeddings.

When should I use incremental merging of detector outputs over a complete re-synchronization?▼

Use incremental merging of detector outputs for large codebases with frequent changes where full re-synchronization is too costly, keeping artifacts fresh without redundant processing.

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