memory_recall
shallowio.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).
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
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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