audit-pipeline

Orchestrates a nine-agent pipeline that implements plans, runs dual audits, and executes corrected plans.

Updated May 11, 2026
One-click install
npx skills add https://github.com/thachrocky12345/local-agent-train-workstation --skill audit-pipeline-thachrocky12345
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: audit-pipeline
Source: https://github.com/thachrocky12345/local-agent-train-workstation/tree/main/.claude/skills/audit-pipeline
Command: npx skills add https://github.com/thachrocky12345/local-agent-train-workstation --skill audit-pipeline-thachrocky12345

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Implementing a plan without verification often ships defects in data models and user experience. This Skill coordinates a multi-agent pipeline that implements a plan, audits it from two independent angles, merges the findings into a corrected plan, and executes the final implementation with build verification. ## Core Features & Use Cases - Five-Phase Orchestration: Runs nine agents across parallel and sequential phases covering implementation, dual auditing, fix planning, merging, and final execution. - Dual Audit Tracks: Generates and executes separate data model/technical audits and UX/scenario/commercial audits, each producing findings and fix plans saved to the ContextFiles library. - Build-Gated Execution: Implementation agents must verify dotnet build passes, with constraints for CockroachDB migrations, Syncfusion components, and OrgsureDataObject inheritance. - Use Case: Given a plan document for a new Reports feature, invoke the pipeline to implement it in an isolated worktree, audit the data model and UX independently, merge both fix plans into a corrected plan, and execute the final verified implementation. ## Quick Start Run the audit pipeline on my plan document at ContextFiles/Plans/reports-feature.md to implement, audit, and correct it.

Frequently Asked Questions about audit-pipeline

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

FAQPage Schema
How do I run a multi-agent audit pipeline on an implementation plan?

Invoke the pipeline with the path to your plan document as the argument. It launches nine agents across five phases: implementation, dual audit prompt creation, dual audit execution, fix plan generation, merge, and final execution with build verification.

How to audit code for both data model and UX issues automatically?

The pipeline creates two independent audit prompts in parallel, one for data model/technical review and one for UX/scenario/commercial review. Separate auditor agents then execute each prompt against the codebase and save findings to the ContextFiles library.

Does the audit pipeline work with CockroachDB and Syncfusion projects?

Yes, the pipeline enforces constraints specific to these stacks, including batched SaveChangesAsync, migrations under roughly 35 tables, fully qualified Syncfusion enums, and async grid APIs. Implementation agents must verify dotnet build passes.

When should I not use a full multi-agent audit pipeline?

Avoid it for small single-file changes or trivial fixes where nine agents and five phases add unnecessary overhead. It is designed for substantial plan implementations that benefit from independent dual audits and a merged corrected plan.

Why does the pipeline launch agents in a specific timing order?

Timing rules maximize parallelism while respecting dependencies: auditors start as soon as their prompt is ready, fix plans start as soon as their audit completes, and the merge agent waits for both fix plans. This minimizes total wall-clock time without violating data dependencies.