generate-session-plans

Convert deep-audit findings into dependency-ordered executable session plans.

Updated Mar 3, 2026
One-click install
npx skills add https://github.com/StrategicMilk/Vetinari-Orchestrastor --skill generate-session-plans
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: generate-session-plans
Source: https://github.com/StrategicMilk/Vetinari-Orchestrastor/tree/main/.claude/skills/generate-session-plans
Command: npx skills add https://github.com/StrategicMilk/Vetinari-Orchestrastor --skill generate-session-plans

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Convert dense audit remediation outputs into clear, dependency-ordered work sessions so teams can execute fixes in short, verifiable increments and avoid ad-hoc or risky changes.

Core Features & Use Cases

  • Builds a dependency graph from audit findings and orders work into 2-4 hour sessions with explicit prerequisites.
  • Groups related fixes to reduce merge conflicts and ties each work item to testable acceptance criteria and regression checks.
  • Produces .claude/commands qa-session files, a progress tracker, and guidance for updating orchestration commands to integrate remediation work.
  • Ideal for engineering teams performing post-audit remediation, security hardening, or systematic backlog triage after a deep audit run.

Quick Start

Generate session plans from the latest deep-audit output, writing dependency-ordered qa-session files, a progress tracker, and updated orchestration commands.

Frequently Asked Questions about generate-session-plans

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

FAQPage Schema
How do I convert audit findings into executable remediation sessions?▼

Convert audit findings into executable remediation sessions by reading docs/audit/REMEDIATION-PLAN.md and individual finding files to produce 2-4 hour work sessions. These sessions feature explicit dependencies and testable acceptance criteria for systematic execution.

What is the best way to order remediation tasks to avoid merge conflicts?▼

Ordering remediation tasks requires building a dependency graph from audit findings to sequence work logically. This approach groups related fixes together, reducing merge conflicts while tying each work item to verifiable regression checks.

How does dependency-ordered session planning work for post-audit fixes?▼

Dependency-ordered session planning works by analyzing audit outputs and grouping related fixes into 2-4 hour increments. It establishes explicit prerequisites for each session and enforces automated verification through testable acceptance criteria.

Can I generate qa-session files and a progress tracker from a REMEDIATION-PLAN.md file?▼

Yes, you can generate qa-session files and a progress tracker from a REMEDIATION-PLAN.md file. The process produces .claude/commands qa-session files, updates orchestration commands, and provides a progress tracker to integrate remediation work.

Do I need individual finding files to create dependency-ordered work sessions?▼

Yes, individual finding files are needed alongside the REMEDIATION-PLAN.md to create dependency-ordered work sessions. The Skill reads these finding files to build a dependency graph and establish the explicit prerequisites for each session.

When should I not use automated session planning for backlog triage?▼

Avoid automated session planning for backlog triage when your remediation workflow lacks a structured REMEDIATION-PLAN.md or individual finding files. The process requires these inputs to build dependency graphs and generate sessions with testable acceptance criteria.