Activation Decision The classifier outcome that decides whether Loop should stay simple or invoke multi-step recursive orchestration.
Behavior (Topos) A semantic contract describing an operation, including preconditions, postconditions, and error cases.
Beads (bd)
The issue tracking system used by this repository for planning, status, and closure.
Completeness Mode Spec-agent generation policy:
Baseline: placeholder-free stubsPlaceholder: explicitdraft:annotations with executable stubs (noTODO/sorrytokens)
Context Externalization The process of transforming context into structured variables used by runtime orchestration and prompts.
Dual-Track Sync The synchronization layer between Topos semantic specs and Lean formal artifacts.
Epistemic Verification Claim-level confidence and consistency checks to reduce hallucination risk.
Formalization Level Depth of generated formal artifacts:
- Types
- Invariants
- Contracts
- FullProofs
Governance Gates (dp)
Repository policy checks (review, verify, enforce pre-commit, enforce pre-push) executed via ./scripts/dp.
Lean REPL Interactive Lean execution surface used for checking generated or authored proof artifacts.
Loop Mode Execution path where recursive orchestration is activated for complex tasks.
Memory Store SQLite-backed hypergraph used for fact, experience, and reasoning trace persistence.
OODA Observe/Orient/Decide/Act loop used to reason about runtime behavior and validation flows.
Pattern Classifier The complexity detector used to determine whether orchestration should activate.
RLM (Recursive Language Model) The orchestration approach that decomposes large tasks into tractable sub-queries with shared context and synthesis.
Reasoning Trace Decision graph capturing options, chosen paths, actions, and outcomes.
Spec Agent Workflow engine that transforms natural language requirements into Topos + Lean artifacts.
SUBMIT Typed-signature output completion mechanism used to finalize structured module outputs.
Topos
Human-readable semantic specification format (.tps) used for concepts, behaviors, and requirements.
Trajectory Events Structured event stream describing runtime execution progress and decisions.