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danielsimonjr

Enhanced Knowledge Graph Memory Server

distill_failure

Trace causal chains in failed sessions to extract actionable lessons and improve future outcomes.

Instructions

Distill lessons from a failed session by tracing the causal chain and extracting actionable insights

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sessionIdYesID of the failed session to analyze
maxCauseChainLengthNoMaximum depth to follow causal chains (default: 5)
minLessonConfidenceNoMinimum confidence required for a lesson to be persisted (default: 0.6)
Behavior2/5

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

No annotations provided, and the description only states the high-level purpose. It does not disclose side effects (e.g., mutating state, persisting data), required permissions, or rate limits.

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 concise sentence front-loads the key action and purpose, with no unnecessary words.

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

Completeness3/5

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

Adequately covers purpose and parameters via schema, but lacks details on return format or output structure given no output schema. Could mention related tools or output expectations for completeness.

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 covers 100% of parameters with clear descriptions. The tool description adds no extra meaning beyond what the schema already provides, achieving baseline.

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 uses a specific verb ('distill') and resource ('lessons from a failed session'), and distinguishes from siblings like 'find_causes' by focusing on actionable insights after failure.

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 vs alternatives like 'find_causes' or 'counterfactual_query'. No exclusions or prerequisites mentioned.

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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