Amazon RDS for SQL Server
aws/agent-toolkit-for-aws3.3K installsSource at 74e317a (opens GitHub)
23% lighter
Results: 14 of 15 checks passed, original 15 of 15
58,879 tokens, was 76,880 across 1 task, 3 runs each
SKILL.md unchanged, word for word
What AIR found
VerifiedNo high-risk findings
AIR's security review found nothing that needs a closer look. Reviewed Oct 1, 2026.
What changed
Original on GitHub| File | Original | Lighter version | Change |
|---|---|---|---|
| SKILL.mdNot in the original · Not in the lighter version | Not present | Not present | Unchanged |
| hooks/gate.mjsNot in the original · 82 lines | Not present | 82 lines | Added |
| .claude/settings.jsonNot in the original · 1 entry | Not present | 1 entry | Modified |
The rules hooks/gate.mjs holds
It runs before every Bash command and refuses the ones the skill's own rules forbid, quoting the rule back to the agent. Reads always pass.
Blocks
any file-changing commandSKILL.md line 11
Task by task
Lambda pymssql rds handler23% lighter
Original76,880 tokensLighter version58,879 tokens