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Sense & Observe

arif_sense_observe
Read-onlyIdempotent

Search the web, ingest URLs, check system vitals, or map a repository to gather real-world data and ground queries in reality.

Instructions

Search the web, ingest URLs, check system vitals, or map a repository. Use for gathering real-world data and grounding queries in reality. Modes: search | ingest | compass | atlas | entropy_dS | vitals | repo_map.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modeNosearch
queryNo
session_idNo
actor_idNo
urlNo
layersNo
result_limitNo
_envelopeNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
statusYesExecution status: OK, ERROR, TIMEOUT, DRY_RUN
toolYesCanonical tool name that produced this response
verdictYesConstitutional verdict: SEAL, HOLD, VOID, SABAR, PROVISIONAL, PARTIAL
resultYesTool-specific payload
metaNoMetadata including actor_id, mode, circuit
delta_SNoThermodynamic entropy change
timestampNoISO-8601 timestamp
session_idNoActive session identifier
actor_idNoSovereign or agent actor ID
output_policyNoPolicy constraints: DOMAIN_SEAL, DOMAIN_HOLD, DOMAIN_VOID, SIMULATION_ONLY
nine_signalYesF2 addendum nine-signal block
reasonsYesHuman-readable justification list
_nine_signal_compliantNoInternal compliance flag
_violationsNoNon-compliance audit trail
stage_progressionNoNext stage auto-chain hint
Behavior3/5

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

Annotations already indicate readOnly, idempotent, openWorld, so the description adds limited behavioral detail. It confirms the tool is for observation but does not clarify behavior per mode or the discrepancy between listed and enum modes.

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

Conciseness3/5

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

Relatively concise with two sentences and a mode list, but the first sentence is ambiguous about the mapping between actions and modes. The structure is adequate but could be more organized.

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

Completeness2/5

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

Deficient given 8 parameters and diverse modes; no parameter explanations, no return value details despite output schema existing. The description does not fully equip an agent to use the tool correctly across all modes.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description should compensate but only lists modes with minor inconsistency. It does not explain the query, url, layers, or other parameters, leaving the agent with only schema names.

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?

The description clearly states it is for gathering real-world data by searching, ingesting URLs, checking vitals, or mapping repositories. It lists modes, but there is a mismatch between described 'repo_map' and schema's 'hybrid_discovery', which slightly reduces clarity. No explicit differentiation from sibling tools.

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?

Provides a general usage context ('gathering real-world data, grounding queries in reality') but no explicit when-to-use or when-not-to-use compared to alternatives. The sibling list has many tools, yet no guidance on selecting this one.

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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