adapter-auditUse this skill to audit CLI adapter projects (like opencli) for missing output fields, then batch-generate fixes and submit PRs. Turns AI agents into adapter...
Install via ClawdBot CLI:
clawdbot install allens0104/adapter-auditGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 12, 2026
An AI agent systematically scans all adapters in a CLI project like opencli for missing standard output fields (e.g., url, title, author). It classifies each missing field by fix type, applies minimal changes, and submits a single PR with before/after coverage metrics.
A development team uses the skill to ensure consistent output schemas across a large adapter registry. The agent scans YAML and TS adapters, adds missing fields via columns-only or map-passthrough fixes, and verifies via existing tests before creating a PR.
An AI agent acts as a quality reviewer for adapter libraries, identifying all adapters lacking required fields, generating fix strategies (construct-from-data, etc.), and preparing a well-documented pull request with risk assessment and change logs.
Integrate into CI pipeline to run adapter-audit on every release candidate. The agent scans all adapters, checks field coverage against a schema, and either fails the build or auto-generates fixes with a PR for missing fields.
When migrating from old adapter formats to new standard schemas, the skill audits existing adapters for missing or deprecated fields, applies additive fixes to match the new schema, and generates a migration PR.
Provide a SaaS agent that audits open-source adapter projects for schema compliance, auto-generates fixes, and submits PRs. Charge per PR merged or per project audited monthly.
Offer a plugin for CI platforms (GitHub Actions, GitLab CI) that performs adapter schema audits and optionally auto-fixes. Provide a free tier for small projects and premium tiers for extensive audits and custom rule sets.
Leverage the skill to provide expert consulting to companies maintaining large CLI adapter registries. Offer one-time audits, remediation scripts, and training for internal teams to maintain output consistency.
💬 Integration Tip
Integrate into CI/CD pipeline as a GitHub Action that triggers on PRs to adapter directories; ensure the agent has repo write token for PR creation.
Scored May 12, 2026
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