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aggregate_reflexions_tool

Aggregate recent reflexion log entries to identify top recurring themes of 'could improve', 'missing context', and 'tool wishes', ordered by busiest agent. Filter by agent slug or time period.

Instructions

Theme recent reflexions per agent (Phase 9b).

Reads ``reflexion_log`` entries from the last ``days`` days (default 14)
and returns the top recurring 'could improve', 'missing context', and
'tool wishes' themes, ordered by busiest agent.

Pass ``agent_slug`` to limit the scope; leave blank for all agents.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
agent_slugNo
daysNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

With no annotations, description carries full burden. It states it reads reflexion_log entries, aggregates themes, and returns ordering by busiest agent. It does not disclose modification status (implied read-only), performance implications, or error handling. Sufficient for overview but lacks depth.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences with a code block for the parameter list. Purpose is front-loaded. Minimal waste, though '(Phase 9b)' may be noise. Overall concise and well-structured.

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?

Given simple parameters and existence of output schema, description is fairly complete. It explains what is returned (themes, ordering). Lacks detail on what 'top recurring' means or number of themes. Adequate for a focused tool.

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 has 0% description coverage, so description must add value. It explains agent_slug limits scope (leave blank for all agents) and days defaults to 14. This adds meaning beyond schema defaults, but does not specify format or constraints on agent_slug. Adequate for two simple parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states the tool themes recent reflexions per agent, reading from reflexion_log and returning specific themes. It is specific about verb (theme), resource (reflexions), and scope (per agent). However, it does not explicitly distinguish from sibling 'consolidate_reflexions_tool', so not a 5.

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

Usage Guidelines3/5

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

Description explains when to pass agent_slug to limit scope (leave blank for all agents), which implies usage context. However, it does not provide explicit when-not-to-use or compare with alternatives like consolidate_reflexions_tool. Guidance is implied but incomplete.

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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