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.