vibe-iteration-review

SkillMonitoring & ops

Performs end-of-iteration review with quality grading, metrics, and trend analysis. Use at the end of each development iteration or sprint.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the vibe-iteration-review skill

What this skill tells your AI

The instructions your AI receives, as published by ash1794/vibe-engineering in plugins/vibe-engineering/skills/vibe-iteration-review/SKILL.md and read by ahel’s review.

What gets measured gets improved. Review every iteration.

When to Use This Skill

  • End of a development sprint or iteration
  • After completing a milestone
  • Before starting the next iteration (retrospective)
  • When the user asks "how did we do?"

When NOT to Use This Skill

  • Mid-iteration (too early, incomplete data)
  • After single small tasks
  • When there's no defined iteration boundary

Steps

  1. Gather data:

    • What was planned for this iteration?
    • What was actually delivered?
    • How many commits? Lines changed? Tests added?
    • Coverage delta? Quality metrics?
    • Known issues introduced?
  2. Grade quality (A-F):

    • A: All planned work delivered, tests pass, no known issues, clean code
    • B: Most work delivered, minor issues, good test coverage
    • C: Core work delivered, some gaps, acceptable quality
    • D: Significant gaps, quality issues, needs rework
    • F: Iteration failed, major rework needed
  3. Compare to previous iterations (if available):

    • Is quality trending up or down?
    • Is velocity improving?
    • Are known issues accumulating?
  4. Extract lessons:

    • What went well?
    • What went poorly?
    • What to change next iteration?

Output Format

Iteration Review: [Iteration Name/Number]

Quality Grade: A/B/C/D/F Planned vs Delivered: X/Y (Z%)

MetricThis IterationPreviousTrend
CommitsXY↑/↓/→
Tests addedXY↑/↓/→
CoverageX%Y%↑/↓/→
Known issuesXY↑/↓/→

Delivered

  • [Task 1]
  • [Task 2]
  • [Task 3] — deferred because [reason]

Lessons Learned

  1. [What to continue]
  2. [What to change]
  3. [What to stop]

Signals

GitHub stars
85
Forks
20
Last commit
Oct 2026
Advanced
Item type
skill
Key
vibe-iteration-review
Source
github.com/ash1794/vibe-engineering