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Skill scan report

goodreads

View on GitHub
39 Medium Automated analysis flagged 3 potential risk patterns.

What this skill does

The skill is a CLI and MCP (Media Control Protocol) tool for interacting with Goodreads, allowing users to rate books, write reviews, manage shelves, and perform other actions on the Goodreads platfor

github/mvanhorn - Reverse-Engineered API Usage - 1.9k stars

ThreatsReverse-Engineered API Usage Lack of Authentication/Authorization No Public API Support

Threat analysis

Reverse-Engineered API Usage1 finding
Lack of Authentication/Authorization1 finding
No Public API Support1 finding

Skill info

Namemvanhorn/goodreads
Registrygithub
Version5a78746
PURLpkg:github/mvanhorn/printing-press-library@5a78746?skill=goodreads
Stars1.9k

Assessments (3)

Reverse-Engineered API Usage1 finding HIGH
HIGH

Reverse-Engineered API Usage via local-llm-review

README.md

The skill uses reverse-engineered API routes from the logged-in web app, which may be unstable, insecure, or violate Goodreads' terms of service. This could lead to unexpected behavior, account suspen
Lack of Authentication/Authorization1 finding MEDIUM
MEDIUM

Lack of Authentication/Authorization via local-llm-review

README.md

The skill does not explicitly mention how it handles authentication or authorization with Goodreads. This could be a risk if the tool is used without proper safeguards, potentially exposing user crede
No Public API Support1 finding LOW
LOW

No Public API Support via local-llm-review

README.md

The skill relies on reverse-engineered endpoints rather than a public API. This could lead to compatibility issues or breakage if Goodreads changes its internal API structure.

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How Anomity governs this at runtime

Scan-time vetting tells you what a skill says it will do. Anomity's Endpoint Sensor sees what agents actually do: it discovers skills alongside every other AI artifact on the endpoint, and runtime governance can allow, deny, or log the tool calls a skill triggers. Policy violations route to your SIEM, Slack, email, or Jira, backed by a queryable 90-day audit trail.

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Methodology and disputes

Every skill is assessed by the Anomity Skill Intelligence engine against its public source; findings indicate risk patterns, not confirmed exploitation. Maintainer of goodreads? Report an issue or request a rescan.

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