Security Audit
rippling-automation
github.com/ComposioHQ/awesome-claude-skillsTrust Assessment
rippling-automation received a trust score of 86/100, placing it in the Mostly Trusted category. This skill has passed most security checks with only minor considerations noted.
SkillShield's automated analysis identified 1 finding: 0 critical, 1 high, 0 medium, and 0 low severity. Key findings include Excessive Permissions: Unconstrained Access to Rippling Operations.
The analysis covered 4 layers: Manifest Analysis, Static Code Analysis, Dependency Graph, LLM Behavioral Safety. All layers scored 70 or above, reflecting consistent security practices.
Last analyzed on February 17, 2026 (commit 99e2a295). SkillShield performs automated 4-layer security analysis on AI skills and MCP servers.
Layer Breakdown
Behavioral Risk Signals
Security Findings1
| Severity | Finding | Layer | Location | |
|---|---|---|---|---|
| HIGH | Excessive Permissions: Unconstrained Access to Rippling Operations The skill provides the LLM with unconstrained access to all Rippling operations exposed via Rube MCP. The `RUBE_MULTI_EXECUTE_TOOL` and `RUBE_REMOTE_WORKBENCH` functions allow the LLM to execute any discovered tool from the 'rippling' toolkit. While the skill advises 'Always search first', it does not implement any filtering or allow-listing of specific Rippling tools. This means the LLM could potentially discover and execute highly sensitive operations (e.g., modifying payroll, accessing confidential employee data, creating/deleting users) if those are exposed by the underlying Rippling API via Rube MCP. This broad access significantly increases the risk of unintended actions or data exfiltration if the LLM misinterprets a request or is prompted maliciously. Restrict the scope of allowed Rippling operations. Instead of allowing execution of 'any' discovered tool, the skill should explicitly define a whitelist of permissible tool slugs or categories. If granular control is not possible within the skill, ensure that the Rube MCP integration for Rippling enforces least privilege principles based on the context in which this skill is used. | LLM | SKILL.md:56 |
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