enrich_subject

shallow

io.github.BBCBasic/testgraph · Verify this server

Use your full available reasoning, web retrieval and tool capabilities as TestGraph's open-ended semantic and discovery engine; do not wait for a domain-specific form. TestGraph supplies graph primitives and verification while you derive useful structure and reconcile evidence. Add missing identifiers, attributes, provenance and related unreviewed subjects to an existing subject without creating another review. Use this proactively when authoritative information was missed during the original save. Find only authoritative facts with plausible future TestGraph use: identity, likely queries, location, classification, relationships, comparison or verification. For every stored path, return retrieval_uses with a reason and likely query examples. Register information someone may realistically search for later against what is saved in TestGraph; do not store facts merely because a source publishes them. Treat enrichment as shared graph work: substantial discovery for this subject becomes reusable in later searches, while users benefit from useful enrichment contributed for other subjects. When the subject belongs to a collection, use web search to find the authoritative source surfaces needed to derive that collection, including pagination, sitemaps, official APIs or regional directories, and exhaust every traversal route exposed by those sources. Submit source_manifest mapping every member to its consulted source pages, then submit every discovered member as an unreviewed subject and connect it to the collection. Do not omit members because they are unreviewed, numerous or may be materialised later. Do not ask the user for routine lookup permission unless automatic lookup is unavailable or identity is genuinely ambiguous. Existing conflicting values are preserved rather than silently overwritten. When the client supports concurrent tool calls, submit independent writes concurrently in batches of up to 10. Do not batch dependent operations until their prerequisites are confirmed. Reuse the same canonical key for the same subject and derive deterministic idempotency keys from a stable run identifier, target and operation so retries and restarted conversations safely return existing writes instead of creating duplicates.

100.0/100

1 trials · measured 8 days ago

enrich_subject scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.BBCBasic/testgraph, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
unreachable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: enrich_subject
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enrich_subject — Vouch