Krammecodecleanup AI

Remove AI Code Slop

This command uses the kramme:deslop-reviewer agent to identify AI slop, then fixes the identified issues.

Process

1. Scan for slop

   • Launch kramme:deslop-reviewer in code review mode
   • Detect the base branch using a 3-tier strategy and get the diff:
     1. If the caller provided a base branch explicitly (for example, "Use develop as the base"), use it directly
     2. Otherwise, query the PR/MR target branch with explicit host/CLI checks:

     REMOTE_URL=$(git remote get-url origin 2>/dev/null)
     if printf '%s' "$REMOTE_URL" | grep -q 'github.com' && command -v gh >/dev/null 2>&1; then
       BASE_BRANCH=$(gh pr view --json baseRefName --jq '.baseRefName' 2>/dev/null)
     elif printf '%s' "$REMOTE_URL" | grep -qi 'gitlab' && command -v glab >/dev/null 2>&1; then
       BASE_BRANCH=$(glab mr view --json target_branch --jq '.target_branch' 2>/dev/null)
     elif command -v glab >/dev/null 2>&1; then
       BASE_BRANCH=$(glab mr view --json target_branch --jq '.target_branch' 2>/dev/null)
     fi
     

     3. If no PR/MR or query fails, fall back:

     BASE_BRANCH=$(git symbolic-ref refs/remotes/origin/HEAD 2>/dev/null | sed 's@^refs/remotes/origin/@@')
     [ -z "$BASE_BRANCH" ] && BASE_BRANCH=$(git branch -r | grep -E 'origin/(main|master)$' | head -1 | sed 's@.*origin/@@')
     

     Normalize before diffing:

     BASE_BRANCH=${BASE_BRANCH#refs/heads/}
     BASE_BRANCH=${BASE_BRANCH#refs/remotes/origin/}
     BASE_BRANCH=${BASE_BRANCH#origin/}
     if [ -z "$BASE_BRANCH" ]; then
       echo "Error: Could not determine base branch. Re-run with --base <ref>." >&2
       exit 1
     fi
     if ! git check-ref-format --branch "$BASE_BRANCH" >/dev/null 2>&1; then
       echo "Error: Base branch '$BASE_BRANCH' is not a valid branch name. Re-run with --base <ref>." >&2
       exit 1
     fi
     if ! git fetch origin "refs/heads/${BASE_BRANCH}:refs/remotes/origin/${BASE_BRANCH}" 2>/dev/null; then
       echo "Error: Failed to fetch origin/$BASE_BRANCH. Check remote access and re-run with --base <ref>." >&2
       exit 1
     fi
     if ! git rev-parse --verify --quiet "origin/$BASE_BRANCH" >/dev/null; then
       echo "Error: Base branch 'origin/$BASE_BRANCH' not found. Re-run with --base <ref>." >&2
       exit 1
     fi
     

     Then get the diff:

     git diff origin/$BASE_BRANCH...HEAD
     

   • Agent identifies slop patterns in changed files

2. Review findings

   • Present the slop findings to understand what will be changed
   • Findings include file:line references and explanations

3. Fix identified slop

   • For each slop finding, edit the file to remove the pattern:
     • Remove unnecessary comments
     • Remove excessive defensive checks/try-catch blocks
     • Replace any casts with proper types where possible
     • Align style with the rest of the file

4. Report summary

   • Provide a 1-3 sentence summary of what was changed
   • List files that were modified

Slop Patterns (Quick Reference)

• Unnecessary comments: Comments describing obvious code or over-documenting
• Defensive overkill: Try-catch/null checks where not needed
• Type workarounds: any casts, @ts-ignore without justification
• Style inconsistencies: Different patterns than the rest of the file
• Over-engineering: Unnecessary abstractions for simple operations

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