os-tack/ostk-recall

tools

• attention_attend

  { scope?, context } — ingest context into the scope's attention vector

• attention_decay

  { handle, factor } — multiplicative fade on the floor

• attention_familiarize

  { scope?, handle } — increment the familiarity counter

• attention_focus

  { scope?, query, surface_limit?: 0..100 } — pin a focus query

• attention_fold

  { scope?, handle, depth: folded\

• attention_refocus

  { scope?, query, surface_limit? } — rotate to a query already in focus history

• attention_status

  { scope?, surface_limit? } — read-only snapshot of pin / history / transient

• attention_surface

  { scope?, limit?: 1..200 } — pages above the archive threshold

• attention_unfocus

  { scope?, surface_limit? } — clear the pin

• memory_concept

  { action: show\

• memory_connect

  { from, relation, to, project?, evidence? } — author a concept edge

• memory_focus

  { target, project? } — pin a focus that biases recall

• memory_recall

  { query, project?, limit?, source?, learn? } — recall, optionally learning concept candidates

• memory_reflect

  {} — consolidation pass: promote corroborated candidates, re-resolve evidence, and promote off-diagonal latent bridges into weak promoted edges

• memory_remember

  { kind: concept_seed\

• memory_surface

  { view?: now\

• recall

  { query, project?, source?, since?, limit?: 1..100 }

• recall_audit

  { sql } — single read-only SELECT over the audit_events table

• recall_fault

  { query, intent?: symbol\

• recall_link

  { chunk_id } — the chunk plus its parent chain

• recall_stats

  {} — total count, breakdown by source, model info, last scan

• thread_attention

  { since_hours?, limit?, samples_per_burst?, decay_hours? } — activity-burst surface

• thread_create

  { scope?, handle, body?, tension?: active\

• thread_emergent

  { since_hours?, limit?, min_cluster_size?, cohesion_threshold?, ... } — embedding-density clusters

• thread_evidence

  { action: add\

• thread_link

  { scope?, handle, target_path, category }

• thread_list

  { scope?, tension? }

• thread_novelty

  { since_hours?, baseline_days?, limit?, min_mean_novelty?, ... } — divergence-from-baseline clusters

• thread_promote

  { handle_from_proposed, target_tier: active\

• thread_query

  { signals?: [density\

• thread_unlink

  { evidence_id }

• tool

  input (one-line)