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Trust Report

spark-engineer

Use when building Apache Spark applications, distributed data processing pipelines, or optimizing big data workloads. Invoke for DataFrame API, Spark SQL, RDD operations, performance tuning, streaming analytics.

92
SUSPICIOUS
Format: openclawScanner: v0.7.1Duration: 23msScanned: 7d ago · Apr 1, 11:06 PMSource →
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AgentVerus SUSPICIOUS 92AgentVerus SUSPICIOUS 92AgentVerus SUSPICIOUS 92
[![AgentVerus](https://agentverus.ai/api/v1/skill/4ae3d6a8-f44d-404c-84c3-14cbd1613f2e/badge)](https://agentverus.ai/skill/4ae3d6a8-f44d-404c-84c3-14cbd1613f2e)
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Continue the workflow

Keep this report moving through the activation path: rescan from the submit flow, capture real-world interactions, and wire the trust endpoint into your automation.

https://agentverus.ai/api/v1/skill/4ae3d6a8-f44d-404c-84c3-14cbd1613f2e/trust
Personalized next commands

Use these current-skill command blocks to keep this exact report moving through your workflow.

Record an interaction
curl -X POST https://agentverus.ai/api/v1/interactions \
  -H "Authorization: Bearer at_your_api_key" \
  -H "Content-Type: application/json" \
  -d '{"agentPlatform":"openclaw","skillId":"4ae3d6a8-f44d-404c-84c3-14cbd1613f2e","interactedAt":"2026-03-15T12:00:00Z","outcome":"success"}'
Fetch trust JSON
curl https://agentverus.ai/api/v1/skill/4ae3d6a8-f44d-404c-84c3-14cbd1613f2e/trust

Category Scores

72
Permissions
100
Injection
100
Dependencies
85
Behavioral
95
Content
100
Code Safety

Findings (6)

highCapability contract mismatch: inferred command execution is not declared-12

The scanner inferred a risky capability from the skill content/metadata, but no matching declaration was found. Add a declaration with a clear justification, or remove the behavior.

Content pattern: exec

Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.

permissionsASST-03
highCapability contract mismatch: inferred file read is not declared-6

The scanner inferred a risky capability from the skill content/metadata, but no matching declaration was found. Add a declaration with a clear justification, or remove the behavior.

Content pattern: references/

Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.

permissionsASST-03
highCapability contract mismatch: inferred documentation ingestion is not declared-10

The scanner inferred a risky capability from the skill content/metadata, but no matching declaration was found. Add a declaration with a clear justification, or remove the behavior.

Content pattern: references/

Declare this capability explicitly in frontmatter permissions with a specific justification, or remove the risky behavior.

permissionsASST-03
highLocal file access detected (inside code block)-15

Found local file access pattern: "references/"

| Spark SQL & DataFrames | `references/spark-sql-dataframes.md` | DataFrame API, Spark SQL, schemas, joins, aggregations |

Treat local file browsing as privileged access. Restrict it to explicit user-approved paths and avoid combining it with unrestricted browser/session reuse.

behavioralASST-03
infoSafety boundaries defined

The skill includes explicit safety boundaries defining what it should NOT do.

Safety boundary patterns detected in content

Keep these safety boundaries. They improve trust.

contentASST-09
infoError handling instructions present

The skill includes error handling instructions for graceful failure.

Error handling patterns detected

Keep these error handling instructions.

contentASST-09