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ensemble_log

Read a session's change log, oldest first, to discover what has happened so far. Joining agents use this log to catch up on prior changes.

Instructions

Read the session's change log, oldest first. This is how a joining agent finds out what has already happened.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoLast N entries.
sessionYesSession name.
Behavior3/5

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

Without annotations, the description carries the full burden. It states the tool reads the log and orders entries oldest first, but does not disclose potential side effects, return format, or error behavior. For a simple read operation, this is adequate but not rich in behavioral detail.

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?

The description is two sentences, front-loaded with the core action and ordering, and the second sentence adds valuable context without redundancy.

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?

For a simple two-parameter tool without output schema, the description clearly explains what it does and why it exists. It could mention what the log entries contain or what happens with an empty log, but overall it is sufficiently complete for an agent to use it correctly.

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 coverage is 100%: both 'session' and 'limit' have descriptions. The tool description does not add parameter-specific meaning beyond the schema, so the baseline score of 3 applies.

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 the tool reads the session's change log with a specific ordering ('oldest first') and explicitly identifies the use case for a joining agent. This distinguishes it from sibling tools like ensemble_read or ensemble_report.

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 provides clear context: it is intended for a joining agent to learn what has happened. While it doesn't explicitly mention alternatives, the purpose is unambiguous and the context implies when to use it.

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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