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mnemos_reflect

Run a consolidation pass to merge duplicate memories, decay stale ones, and archive forgotten items, keeping agent memory tidy between turns.

Instructions

Run a consolidation pass: merge near-duplicate memories, decay stale ones, archive anything that decays past the forget threshold. Requires a real LLM provider configured (ANTHROPIC_API_KEY or GROQ_API_KEY) for the merge step. Call this occasionally to keep memory tidy, not on every turn.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

With no annotations provided, the description carries the full burden, and it does well by disclosing side effects (merging, decaying, archiving), the API key requirement, and the intended cadence. It could be more explicit about whether archived memories are still retrievable or if the pass is irreversible, but this is above baseline for an unannotated tool.

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?

Three sentences, each earning its place: the action, the prerequisite, and the usage frequency. No redundancy or filler, and key information is front-loaded.

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 zero-parameter maintenance tool with an output schema available, the description covers behavior, prerequisites, and invocation frequency. It lacks a brief note on reversibility or what happens to archived memories, but that is not blocking given the simplicity of the tool.

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?

The tool has zero parameters and the schema coverage is 100%, so the baseline is 4. The description adds relevant context about external dependencies (ANTHROPIC_API_KEY or GROQ_API_KEY) even though no parameters need documenting.

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 states a specific operation: 'Run a consolidation pass' with concrete sub-actions (merge near-duplicates, decay stale ones, archive past threshold). This clearly distinguishes it from the sibling tools, which handle individual memory operations like remember, recall, list, and forget.

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 gives explicit usage guidance: call it 'occasionally to keep memory tidy' and 'not on every turn.' It also flags a key prerequisite (LLM provider API key). It does not explicitly name alternatives or contrast them, but the guidance is clear enough for an agent to decide when to invoke 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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