Session Review & Handoff

Analyze agent sessions and prepare context handoffs for session continuity.

Purpose

This skill serves two complementary workflows:

Review (/pokayokay:review ) — Retrospective analysis:

• Understand what the agent actually did vs what was planned

• Identify good patterns to reinforce and bad patterns to prevent

• Find wasted effort and context efficiency issues

• Generate improvements for skills, prompts, and workflows

Handoff (/pokayokay:handoff ) — Forward-looking context preservation:

• Document completed work and in-progress state

• Capture decisions, blockers, and next steps

• Track skill usage and ad-hoc work

• Prepare context for the next session or agent

Key Principles

• Compare plan vs reality — what was expected vs what happened

• Assess work quality — were reviews passing? How many cycles?

• Detect patterns — recurring issues across multiple sessions

• Learn from checkpoints — were pauses at the right moments?

Quick Start Checklist

• Gather session data (git log, ohno activity, session notes)

• Analyze execution against original task plan

• Evaluate quality metrics (review pass rate, cycle count)

• Identify patterns (positive and negative)

• Generate actionable improvements

References

Reference Description

pattern-library.md Common session patterns and their fixes

analysis-scripts.md Scripts for extracting session metrics

review-report-template.md Template for session review reports

handoff-guide.md Handoff state documentation, templates, ohno integration