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session_report

Read-only

Combine feedback stats, gate stats, and provenance events into one report over any time window, eliminating separate dashboard calls.

Instructions

Unified observability rollup. Aggregates feedback stats, gate stats, and recent context/provenance events over a time window in one call. Replaces separate dashboard/gate_stats/feedback_stats calls with a single LangSmith-style report.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
windowHoursNoLookback window in hours (default 24, max 720)
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true. The description adds that it aggregates over a time window, which is behavioral context beyond what annotations provide. No contradictions.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences with no wasted words. Every sentence adds value: defines purpose and differentiates from alternatives.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool is a rollup with only one parameter and annotations for read-only, the description covers the essential behavior. However, it lacks details on the output format or structure of the report, though no output schema exists.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema has 100% coverage for the single parameter windowHours, describing its default and max. The description only mentions 'over a time window' which adds minimal additional meaning beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it is a unified observability rollup that aggregates multiple stats (feedback, gate, context/provenance) into one call. It explicitly distinguishes from sibling tools like dashboard, gate_stats, feedback_stats by saying it replaces separate calls.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description indicates when to use this tool: instead of making separate dashboard/gate_stats/feedback_stats calls. It provides a clear context but does not include explicit when-not-to-use or alternative scenarios beyond the mentioned siblings.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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