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backlog-generator

Generate a structured BACKLOG.md with prioritized remediation tasks from classified findings.

Updated May 5, 2026
Search Tags:#workflow#audit#remediation#prioritization#backlog#findings#fix-prompts
One-click install
npx skills add https://github.com/shakhovskiya-create/shakhoff-claude-marketplace --skill backlog-generator-shakhovskiya-create
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: backlog-generator
Source: https://github.com/shakhovskiya-create/shakhoff-claude-marketplace/tree/main/plugins/sdlc-audit/skills/backlog-generator
Command: npx skills add https://github.com/shakhovskiya-create/shakhoff-claude-marketplace --skill backlog-generator-shakhovskiya-create

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill converts classified findings into a structured, prioritized BACKLOG.md to guide remediation efforts and track progress across audits.

Core Features & Use Cases

  • Prioritizes findings by a composite score to determine remediation order.
  • Generates standardized backlog entries with IDs, severity, impact, and recommended fixes.
  • Supports ongoing regeneration after fixes via the /audit:fix workflow.

Quick Start

Run /audit:full after findings are classified to generate the backlog.

Frequently Asked Questions about backlog-generator

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

FAQPage Schema
How do I generate a remediation backlog from audit findings?▼

To generate a remediation backlog, run the /audit:full workflow after your findings are classified. This produces a structured BACKLOG.md containing IDs, priorities, and fix prompts to guide your remediation efforts.

What is the best way to prioritize audit findings for remediation?▼

Audit findings are prioritized for remediation using a composite score that determines the exact order of fixes. This scoring mechanism is applied automatically when generating the backlog during the workflow.

Can I regenerate the backlog after applying fixes to audit findings?▼

Yes, you can regenerate the backlog after applying fixes by running the /audit:fix workflow. This allows you to continuously track progress and update the structured backlog as remediation items are resolved.

What does a backlog entry from classified findings include?▼

Each backlog entry generated from classified findings includes a unique ID, severity level, impact assessment, and well-defined fix prompts. These standardized fields ensure clear remediation guidance for every item.

Do I need to classify findings before generating a remediation backlog?▼

Yes, findings must be classified before generating a remediation backlog. The backlog generation process applies after classification is complete, utilizing the classified data to structure and prioritize the remediation entries.

When should I use an automated audit backlog instead of manual tracking?▼

An automated audit backlog is ideal when you need to systematically track remediation progress across multiple audits. It standardizes finding entries with IDs and fix prompts, enabling continuous regeneration after fixes via the workflow.

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