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bcornish1797

MCP-Memory-LanceDB-Pro

by bcornish1797

self_improvement_review

Summarize governance backlog from .learnings/ files with counts of pending, high-priority, and promoted items.

Instructions

Summarize governance backlog from .learnings/ files — pending, high-priority, and promoted counts.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

With no annotations, the description carries full burden. It only states what the tool does (summarize) and its inputs (from .learnings/ files), but does not disclose side effects, read-only nature, performance characteristics, or whether it requires any prerequisites. 'Summarize' implies read-only but is not explicit.

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?

Single sentence that is concise and front-loaded with the core action and outputs. No redundant information.

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 no parameters, no output schema, and no annotations, the description adequately covers the tool's purpose and output. It is complete enough for a simple read-only summary tool, though it could mention whether results are live or cached.

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

Parameters4/5

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

No parameters exist, so schema coverage is 100%. The description adds no parameter information but none is needed. Baseline 4 applies as the description adds value by clarifying the tool's output without needing to explain parameters.

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 summarizes governance backlog from .learnings/ files, listing specific outputs (pending, high-priority, promoted counts). It uses a specific verb+resource and is distinct from sibling tools like memory operations and self_improvement log/extract.

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

Usage Guidelines2/5

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

No guidance on when to use this tool versus alternatives. It does not mention when not to use it or provide context for selection, leaving the agent without decision support.

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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