deep-improve

name	deep-improve
description	Self-improving skill that analyzes pipeline history, feedback, and recurring issues to propose concrete improvements to skills and agents. Runs periodically.

Deep Improve Skill

Analyze pipeline history and propose concrete improvements.

Invocation

/deep-improve                    # Analyze recent pipeline runs and suggest improvements

Step 1: Gather Data

Read from:

• docs/plans/*/insights.md — Improvement suggestions from pipeline runs
• docs/feedback/FEEDBACK_INDEX.md — All user corrections
• docs/backlog/out-of-scope-issues.md — Recurring issue categories
• Current skill and agent files

Step 2: Analyze Patterns

Identify:

• Frequently repeated mistakes
• User corrections that keep happening
• Out-of-scope issues that should be in-scope
• Skill instructions that are consistently misinterpreted

Step 3: Propose Improvements

For each pattern, propose:

• Which skill/agent to modify
• What specific instruction to add/change/remove
• Why it will help
• Risk of the change

Discussion checkpoint: Present proposals. Only apply approved changes.

Step 4: Apply

Amend the approved skill/agent files with [IMPROVED] markers.