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plur_recall

Read-onlyIdempotent

Search AI agent memory using BM25 keyword matching. Filter results by scope or domain to retrieve relevant engrams.

Instructions

Query engrams by BM25 keyword matching — use plur_recall_hybrid for semantic similarity. Note: a project-scope filter also returns personal-family engrams (local, global, user:, agent:); an explicit scope=global recall returns ALL personal-family engrams — wider than scope=global INJECT, which is targeted to the global namespace only.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax results to return (default 20)
queryYesSearch query to find relevant engrams
scopeNoFilter by scope (also includes global)
budgetNoBudget constraints for sub-agents
domainNoFilter by domain prefix
caller_session_idNoCaller session ID for budget enforcement
Behavior5/5

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

Discloses important behavioral details beyond annotations, such as scope filtering returning personal-family engrams and the difference between recall and inject behavior. No contradictions with annotations (readOnly, idempotent).

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. First sentence front-loads purpose, second provides critical caveats. Efficient and well-structured.

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 complexity (6 params, nested objects, no output schema), the description covers key behavioral nuances and usage context. Slightly incomplete regarding return format or pagination, but sufficient for tool selection and invocation.

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?

Schema coverage is 100% (baseline 3). The description adds significant context for the 'scope' parameter, clarifying its behavior, which goes beyond the schema description. Other parameters not elaborated, but still above 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 clearly states 'Query engrams by BM25 keyword matching', specifying the verb, resource, and method. It also distinguishes from the sibling tool plur_recall_hybrid, enhancing clarity.

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

Usage Guidelines5/5

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

Provides explicit guidance: 'use plur_recall_hybrid for semantic similarity', and details scope behavior nuances, helping the agent decide when to use this tool.

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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