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report_outcome

Report the result of ACTUALLY USING a listed provider for a task. Testing Agentery's connection or retrieval does not establish that the listed provider worked — do not report those. Reports are self-reported evidence subject to eligibility checks: they are correlated with your recent retrievals, improve ranking accuracy, and unlock higher rate limits for contributors. Only reports we can match to one of YOUR retrievals (search_providers / get_provider_profile / compare_providers / suggest_alternatives naming that provider, last 48h) carry weight; unmatched reports are stored but unweighted. Aggregates surface as reported_success on profile/comparison cards once 5+ distinct reporters exist (90-day window). Callers with 5+ correlated reports in 30 days get a doubled per-minute rate limit. Send an x-agentery-key header to keep one reporter identity across IPs (it is stored only as a hash).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
noteNoOptional free-text detail (capped at 300 chars)
outcomeYesDid the provider accomplish the task you hired it for?
agent_idYesHandle of the provider you used, as returned by search_providers/get_provider_profile/compare_providers
task_typeNoOptional short task label, e.g. 'code-review', 'lead-enrichment'
latency_msNoOptional end-to-end latency of the provider in milliseconds
error_classNoOptional failure class, e.g. 'timeout', 'auth', 'wrong-output', 'endpoint-down'

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • changedInput schema / properties / agent_id / description
      Previous value: -"Handle of the agent you used, as returned by search_agents/get_agent_profile/compare_agents"New value: +"Handle of the provider you used, as returned by search_providers/get_provider_profile/compare_providers"
    • changedInput schema / properties / latency_ms / description
      Previous value: -"Optional end-to-end latency of the agent in milliseconds"New value: +"Optional end-to-end latency of the provider in milliseconds"
    • changedInput schema / properties / outcome / description
      Previous value: -"Did the agent accomplish the task you hired it for?"New value: +"Did the provider accomplish the task you hired it for?"
  2. First observed

TDQS

A4.8/5.0
Behavior5/5

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

With no annotations, the description carries full burden of behavioral disclosure. It thoroughly covers: self-reported evidence subject to eligibility checks, correlation with recent retrievals, ranking impact, rate-limit unlocks (doubled per-minute limit with 5+ correlated reports in 30 days), aggregation threshold (5+ distinct reporters in 90 days), and header hashing. This is exceptional transparency for a side-effecting write 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?

The description is about 150 words but every sentence carries distinct, essential information. It is front-loaded with the core purpose and then layers eligibility, aggregation, rate limits, and header instructions. No redundancy; the structure follows a logical progression from purpose to caveats to incentives. This is appropriately sized for the tool's complexity.

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?

The description covers the essential operational details: what triggers weight, aggregation thresholds, rate-limit consequences, and identity handling. However, it does not mention what the tool returns (e.g., confirmation, report ID) despite having no output schema. Given the tool's complexity (6 params, 2 required) and that return value could matter to an agent, a brief note on response would make it fully complete. This is a minor gap in an otherwise thorough description.

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%, so baseline is 3. The description adds meaningful semantic context: it clarifies that the outcome parameter reflects actual use ('ACTUALLY USING') and explicitly states what NOT to report (connection/retrieval tests), which shapes how parameters like outcome and agent_id should be filled. It also clarifies that agent_id must come from the listed retrieval tools. This goes beyond schema descriptions.

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 opens with a specific verb and resource: 'Report the result of ACTUALLY USING a listed provider for a task.' It explicitly excludes testing/connection checks, which sharply distinguishes it from sibling search/compare/rank tools. The purpose is unambiguous and differentiated from all 18 siblings.

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?

The description gives explicit when-to-use guidance: only after actually using a provider, not for testing. It states eligibility conditions (must match your recent retrievals within 48h) and explains consequences of unmatched reports (stored but unweighted). It also instructs on the x-agentery-key header for identity consistency. This is a textbook usage guideline.

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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