api-quality-checkCheck coding-model API quality, capability fit, and drift with LT-lite and B3IT-lite. Use when Codex needs to verify whether an OpenAI/OpenAI-compatible/Anth...
Install via ClawdBot CLI:
clawdbot install chekhovin/api-quality-checkGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://ark.cn-beijing.volces.com/api/coding/v3Uses known external API (expected, informational)
api.anthropic.comAudited Apr 18, 2026 · audit v1.0
Generated May 23, 2026
Evaluate LLM endpoints for first-token latency, logprob tracking, and drift detection. Use batch smoke tests to quickly filter out unreliable providers before deep integration.
Integrate smoke and baseline checks into CI/CD pipelines to ensure coding CLIs and terminal agents maintain expected API quality after provider updates.
Run daily drift detection on deployed models to ensure response consistency and logprob availability, required for auditing AI decisions in finance.
Employ script-first quality checks to validate endpoint compatibility in headless environments, supporting automated multi-agent orchestration without GUI dependencies.
Offer automated API quality checks as a subscription service for companies relying on third-party LLM endpoints, ensuring uptime and performance SLAs.
Package quality checks as GitHub Actions, GitLab CI, or Jenkins plugins, monetized per build minute or via tiered licensing.
Provide a dashboard aggregating drift reports and logs for regulated industries, with consulting for remediation.
💬 Integration Tip
Set CODEX_HOME and alias the scripts for quick access. Start with smoke tests before committing to deeper LT or B3IT baselines.
Scored May 23, 2026
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