Jina AI

Agent readability score

Strengths

• Most tool names clearly indicate their purpose (e.g., 'search_web', 'read_url').
• Descriptions often explain use cases (e.g., 'use before answering time-dependent queries' for 'primer').

Weaknesses

• Some tool names are overly verbose (e.g., 'guess_datetime_url') or ambiguous (e.g., 'primer').
• Parameter details (required/optional, types) are not explicitly documented in descriptions.
• Lack of error handling or constraint documentation in tool descriptions.

• primer — Name is ambiguous; description clarifies purpose but name lacks intent.
• search_web_deep — Overlaps with 'search_web' but lacks clear differentiation in use cases.
• expand_query — No mention of parameter constraints or expected input formats.

Verdict

Jina AI tools score 78/100 due to clear intent in most names and useful descriptions, but weaknesses in parameter clarity, overlap between tools, and missing error handling reduce readability.

9/11/2026, 4:00:07 AM

Event narrative

Server transitioned from 'auth-gated' to 'legacy' era with full compliance achieved.

Risk: medium

• 2026-09-10T21:16:35.016Z — era changed from null to 'auth-gated' · indicates initial compliance check phase
• 2026-09-11T03:50:39.090Z — era changed from 'auth-gated' to 'legacy', complianceScore rose from null to 100 · confirms successful transition to stable legacy configuration

Advice

Monitor complianceScore for any drops below 100. Verify smokeOk status remains true during legacy era operations. Document the transition timestamp for audit purposes.