update-backlog

Tracks incremental document updates as discrete backlog entries instead of regenerating entire files.

Updated Apr 11, 2026
One-click install
npx skills add https://github.com/gozonerd/shadow-ai-assessment --skill update-backlog-gozonerd
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: update-backlog
Source: https://github.com/gozonerd/shadow-ai-assessment/tree/main/.claude/skills/update-backlog
Command: npx skills add https://github.com/gozonerd/shadow-ai-assessment --skill update-backlog-gozonerd

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Regenerating an entire long document for every small correction wastes tokens and loses the audit trail of what changed. This Skill batches localized edits into a structured backlog so large documents evolve through discrete, traceable update entries rather than full rewrites. ## Core Features & Use Cases - Structured Update Entries: Records each change as a UPD-XXX entry with timestamp, type (correction, bounded replacement, or additive insertion), target line range, context, and dependencies. - Activation Guardrails: Applies only when a document is 100+ lines and the change affects under 30% of content, and defers to full regeneration for structural or tonal rewrites. - Sync Threshold Warnings: Flags the user at 5 unresolved entries and escalates at 8, recommending a vFinal integration pass without ever blocking new entries. - Use Case: While iterating on a 300-line product requirements document, you say "add to backlog: fix the pricing tier in section 4" several times across a session, then say "apply backlog" to generate a single vFinal integration prompt applying all pending updates. ## Quick Start Say "start a backlog for my requirements document" and then report each small change with "add to backlog" as you review the draft.

Frequently Asked Questions about update-backlog

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

FAQPage Schema
How do I update a long document without regenerating the whole file?

Use a backlog approach: record each localized change as a discrete update entry with a target line range and exact replacement content, then apply all pending entries at once when generating the final version. This avoids rewriting unchanged sections.

When should I use an update backlog instead of full regeneration?

Use a backlog when the document is 100+ lines and the change affects less than 30% of the content, such as corrections, bounded replacements, or insertions. Choose full regeneration for structural reorganization, tonal rewrites, or documents under 100 lines.

What information should a document update entry contain?

Each entry needs a sequential ID, ISO 8601 timestamp, change type (correction, bounded replacement, or additive insertion), target section and line range, a brief rationale, the exact content to apply, and any dependencies on earlier entries.

How many pending changes can accumulate before syncing a document?

The backlog flags a sync recommendation at 5 unresolved entries and escalates to a strong recommendation at 8. These warnings are advisory only; new entries are never refused based on count.

What are the limitations of incremental document updates?

Incremental updates do not handle structural reorganization, sweeping tonal or stylistic changes, or edits scattered across most of a document. In those cases, regenerating the full document produces a more coherent result.