awareness_recall
shallowmarket.awareness/awareness · Verify this server
Search your persistent memory — pass ONE query string, server picks the rest. Call this BEFORE starting work to avoid re-solving solved problems. PRIMARY USAGE (single-parameter, F-053): awareness_recall(query="why did we pick pgvector over Pinecone?") The server auto-routes across raw memories + knowledge cards + workspace graph and picks the right detail level based on token budget. You do NOT need to choose scope, recall_mode, detail, or the vector/bm25 weight manually. LEGACY (still works, logs deprecation): awareness_recall(semantic_query="...", keyword_query="...", detail="summary") awareness_recall(detail="full", ids=["id1", "id2"]) Args: query: Natural-language query (single-parameter API — preferred). limit: Max results (1-30, default 6). hyde_hint: F-060 optional HyDE boost. A short (100-200 char) hypothetical answer to the query. When provided and >= 20 chars, the server embeds it instead of the raw query to bridge the query-vs-document gap. Client-generated (no LLM call in the backend); empty/absent disables. [DEPRECATED] legacy args (accepted for backwards compat): semantic_query / keyword_query: Use `query` instead. scope / recall_mode / detail / ids / multi_level / cluster_expand / include_installed / source_exclude / token_budget: Server now picks these.
1 trials · measured today
awareness_recall scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against market.awareness/awareness, measured 20 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 |
|---|---|---|---|
| 2026-10-20 | 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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