pr-shipPre-ship risk report for OpenClaw PRs. Dynamically explores the codebase to assess module risk, blast radius, and version-specific gotchas. Scores each findi...
Install via ClawdBot CLI:
clawdbot install Glucksberg/pr-shipGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
report → https://github.com/openclaw/openclawCalls external URL not in known-safe list
https://github.com/openclaw/openclawUses known external API (expected, informational)
api.github.comAI Analysis
The skill's external calls are to the official OpenClaw GitHub repository (github.com/openclaw/openclaw) and api.github.com, which are consistent with its stated purpose of analyzing PRs against that codebase. There is no evidence of credential harvesting, hidden instructions, or obfuscation. The 'UNKNOWN_DATA_SINK' signal is a false positive, as the skill is reading from, not exfiltrating to, that endpoint.
Generated Mar 1, 2026
Developers working on the OpenClaw open-source repository use this skill to automatically analyze their pull requests before merging. It dynamically assesses code changes against project standards, architecture, and version-specific risks, helping maintain code quality and prevent regressions in a collaborative environment.
Teams integrate this skill into their CI/CD pipelines to automatically generate risk reports for each pull request. It provides structured feedback on severity, blast radius, and compliance with coding principles, enabling faster and safer code reviews without manual gatekeeping.
When refactoring critical modules in OpenClaw, developers run this skill to evaluate the impact of changes across the codebase. It identifies coupling patterns, consumer counts, and potential gotchas, ensuring refactoring does not introduce unintended side effects or break existing functionality.
New contributors to OpenClaw use this skill to self-review their first pull requests. It educates them on project standards, architecture, and common pitfalls by providing evidence-backed findings, helping them align with the project's vision and reduce review cycles.
Before cutting a new release of OpenClaw, maintainers run this skill on the release branch to audit all changes since the last version. It highlights high-risk findings and version-specific issues, ensuring the release is stable and compliant with project policies.
Offer the skill as a free, open-source tool for the community, while providing paid consulting, customization, and support services for enterprises. Revenue comes from support contracts, training, and integration assistance for teams adopting the skill in their workflows.
Host the skill as a cloud-based service that integrates with GitHub, GitLab, or other version control systems. Charge subscription fees based on the number of repositories, users, or analysis runs, providing automated risk reports and dashboards for development teams.
Sell enterprise licenses to large organizations for internal deployment of the skill within their private codebases. Revenue is generated through one-time licensing fees or annual renewals, with added value from customization to match company-specific coding standards and architecture.
💬 Integration Tip
Integrate this skill into your CI/CD pipeline by running it as a pre-merge check; ensure you regularly update the skill with 'clawhub update pr-ship' to maintain version-specific context and accuracy.
Scored May 30, 2026
Audited Apr 16, 2026 · audit v1.0
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