Searches the SkillsMP registry, installs skills locally or globally, creates custom skills with SKILL.md frontmatter, and manages the skill lifecycle.
SkillScore100Maintained
Automatic
◆AI Engineer pack
Last verified 8/10/2026
What it changes
Passed 22 of 22 test cases with the skill, and 11 of 22 without it.
Without skill50%
With skill100%
Checks it passed that the model alone missed
Uses opengap validate with -d ./my-bot
Uses opengap validate with -d ./dev-agent
Uses opengap skills list with --local flag
and 12 more in the full report
11 fixed11 passed either way0 still failing0 broke
Pass-rate lift
+50 pp
Tokens
-29%
Agent turns
0%
Response time
-70%
Model gemini-3.6-flashMeasured 8/10/2026v122 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 11
Prompt
When searching for network debugging skills on the default SkillsMP registry, I want to retrieve only the single most relevant hit to keep output concise. What command flag limits search result count?
What was checked, without and with the skill
Checked
Without skill
With skill
Uses --limit 1 flag with opengap skills search
Missed
Passed
case-19 · gemini-3.6-flash · 8/10/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md109 linessingle file
Manage Skills
When to Use
When a user wants to find skills, install them, create new ones, or understand the skills system.
Verify Installation
After installing a skill, confirm it's available:
opengap skills list -d ./my-agent | grep "code-review"
Researches a topic by breaking it into subtopics, gathering factual information with reasoning, and producing a structured summary with key findings and open questions. Use when the user asks to research, investigate, look up, summarize a topic, or says 'what is known about...' or 'learn about...'