memory_recall

shallow

io.github.AzielEliab/aziel-runtime · Verify this server

Ranked adaptive recall after ChainLock verify (AKM-TRIAD-1.0). Belief list — not raw grounded stamps, not a public corpus cite, not one-id explain. Use this when you want a ranked belief list after verify, not raw grounded stamps. Do not use it for grounded ChainLock recall, library search, or explaining one memory_id; use chainlock_recall, library_lookup, or memory_get instead. Does not authorize action (authorizes_action=false). Do not treat posterior rank as fact (belief_is_not_truth). Failed ChainLock verify refuses CHAIN_VERIFY_FAIL and does not invent cards. Empty grounded recall bubbles refuse=no-stamp. Ranking is capped at 16 cards. Omit depth to rank at 5 (full budget), unlike chainlock_recall which defaults to 1. q/query is lexical rank text, not a SQL filter. Empty q still verify-then-ranks stored cards. use_case weights triad_fit; it is not a permission. Optional limit clips the already-capped list. Returns ranked cards after verify (count, facts, belief_is_not_truth, authorizes_action=false).

100.0/100

1 trials · measured 1 day ago

memory_recall scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.AzielEliab/aziel-runtime, measured 6 Oct 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
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

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: memory_recall
[![Vouch score](https://vouch.tools/api/tools/a75b96e5-7244-4563-911b-0be869f258cf/badge.svg)](https://vouch.tools/tools/a75b96e5-7244-4563-911b-0be869f258cf)
memory_recall — Vouch