70High
The skill misrepresents its capabilities, claiming to
Behavior Analysis
Mismatch detected — The stated purpose implies the skill actively performs data analysis, visualization, querying databases, and generating reports. However, the skill's actual behavior is limited to providing conceptual guidance and frameworks for these tasks, without directly executing any analytical operations, accessing data, or interacting with external systems.
Claims to do
When to Use: Use this skill when the user needs to analyze, explain, or visualize data from SQL, spreadsheets, notebooks, dashboards, exports, or ad hoc tables.
Actually does
This skill functions as a comprehensive guide and framework for data analysis. It does not execute commands, access user data, or make external network requests. Instead, it provides methodologies, checklists, and principles for users to apply when performing data analysis with their own tools.
Skill Info
Nameivangdavila/data-analysis
Registryclawhub
Version1.0.2
PURLpkg:clawhub/ivangdavila/data-analysis@1.0.2
Stars87
Downloads25,836
Installs319
Source
SHA-2563f1e1a7093c7...
SHA-118e911aa16fe...
MD5216613adc77e...
TLSHe0f1e85ee948...
ssdeep192:5rx+yPai...
Size7,910 bytes
Install
This skill has been flagged as potentially malicious. Review the findings below before installing.
ClawHubDocs
openclaw skills install ivangdavila/data-analysisAssessments (1)
AI Agent Traps ↗Description Mismatchhighdescription mismatch
The stated purpose implies the skill actively performs data analysis, visualization, querying databases, and generating reports. However, the skill's actual behavior is limited to providing conceptual guidance and frameworks for these tasks, without directly executing any analytical operations, accessing data, or interacting with external systems.
85% confidenceline 6
Stated purpose: 'Data analysis and visualization. Query databases, generate reports, automate spreadsheets...' Actual behavior: 'This skill does not require local folders... Data that leaves your machine: Nothing by default. Data that stays local: Nothing by default. This skill makes no external network requests.'
Badge
Markdown
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