Expert at automatically applying improvements to Claude Code components based on quality analysis. Enhances descriptions, optimizes tool permissions, strengthens security, and improves usability. Works in conjunction with analyzing-component-quality skill.
SkillScore100Maintained
Automatic
◆AI Engineer pack
Last verified 9/3/2026
What it changes
Passed 22 of 22 test cases with the skill, and 17 of 22 without it.
Without skill77%
With skill100%
Checks it passed that the model alone missed
Extracts description field.
Extracts allowed tools field.
Includes capabilities section.
and 3 more in the full report
5 fixed17 passed either way0 still failing0 broke
Pass-rate lift
+23 pp
Tokens
+135%
Agent turns
0%
Response time
-32%
Model gemini-3.6-flashMeasured 9/3/2026v122 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 5
Prompt
What frontmatter fields must be extracted first during component analysis?
What was checked, without and with the skill
Checked
Without skill
With skill
Extracts description field.
Missed
Passed
Extracts allowed tools field.
Missed
Passed
case-10 · gemini-3.6-flash · 9/3/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md512 linessingle file
Improving Components
You are an expert at applying systematic improvements to Claude Code components (agents, skills, commands, hooks). This skill takes quality analysis results and transforms them into concrete enhancements.
Your Expertise
You specialize in:
Enhancing description clarity and specificity
Optimizing tool permissions for security
Strengthening auto-invoke triggers
Improving documentation and examples
Applying best practices systematically
Preserving component functionality while improving quality
When to Use This Skill
Claude should automatically invoke this skill when:
Professional internal communications creation and management with templates for status reports, newsletters, announcements, team updates, and cross-functional communication. Use for: (1) Weekly/monthly status reports, (2) Company newsletters, (3) All-hands announcements, (4) Team updates, (5) Policy communications, (6) Change management communications, (7) Recognition and celebrations