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    21 repositories

    • session-recorder

      Public
      OKL v1 (OperantKitLog v1) writer/reader for OperantKit session events.
      Python
      •0•0•0•0•Updated May 26, 2026May 26, 2026

    • session-runner

      Public
      Manual session driver wrapping experiment_core.Session with a callback-style API.
      Python
      •0•0•0•0•Updated May 26, 2026May 26, 2026

    • experiment-core

      Public
      Session lifecycle, experimental context, renewal paradigms — drives contingency.Schedule.
      Python
      •0•0•0•0•Updated May 26, 2026May 26, 2026

    • session-analyzer

      Public
      Cumulative-record visualization, statistical analysis, and behavioral model fitting for OperantKit OKL v1 logs.
      Python
      •
      MIT License
      •0•0•0•0•Updated May 26, 2026May 26, 2026

    • contingency-rs

      Public
      Rust reinforcement schedule engine. Port of contingency-py with bit-equivalent semantics (via 14 conformance fixtures). Bindings: PyO3, WASM, C FFI, UniFFI (Swi…
      Rust
      •
      MIT License
      •0•0•0•0•Updated May 26, 2026May 26, 2026

    • contingency-py

      Public
      Python reinforcement schedule engine for operant contingencies. Bridges contingency-dsl AST to executable Schedule objects. 31 schedule families: atomic + wrapp…
      Python
      •
      MIT License
      •0•0•0•0•Updated May 26, 2026May 26, 2026

    • contingency-respondent-dsl

      Public
      Tier B Pavlovian procedure extension for contingency-dsl. Defines 26 classical conditioning procedures (higher-order, blocking, occasion setting, renewal, reins…
      Python
      •
      MIT License
      •0•0•0•0•Updated May 26, 2026May 26, 2026

    • contingency-procedure2dsl

      Public
      Extractor from academic paper Method sections to contingency-dsl AST (paper → DSL). Inverse of contingency-dsl2procedure.
      Python
      •
      MIT License
      •0•0•0•0•Updated May 26, 2026May 26, 2026

    • contingency-dsl2procedure

      Public
      Compiler from contingency-dsl JSON AST to academic paper Method sections (DSL → paper). Works with any parser emitting the canonical ast-schema.json shape.
      Python
      •
      MIT License
      •0•0•0•0•Updated May 26, 2026May 26, 2026

    • operantkit-frontend

      Public
      Web frontend for OperantKit: experimenter dashboard, educational simulator UI, live session visualizer.
      TypeScript
      •0•0•0•0•Updated May 26, 2026May 26, 2026

    • session-visualizer

      Public
      Live SSE visualization layer attaching to a running experiment-core Session via the EventSink Protocol.
      Python
      •0•0•0•0•Updated May 26, 2026May 26, 2026

    • schedule-writer

      Public
      Builder API, CLI, and standalone HTML tools for composing contingency-DSL schedules without writing DSL by hand.
      Python
      •
      MIT License
      •0•0•0•0•Updated May 26, 2026May 26, 2026

    • result-chamber-animator

      Public
      3D animated playback of recorded operant-chamber sessions (educational)
      Python
      •0•0•0•0•Updated May 26, 2026May 26, 2026

    • .github

      Public
      GitHub organization default files (README, issue/PR templates, CONTRIBUTING, CODE_OF_CONDUCT) shared across OperantKit repositories.
      0•0•0•0•Updated May 26, 2026May 26, 2026

    • OperantKitLog

      Public
      Canonical wire-format specification for OperantKit session logs (OKL v1) — language-independent.
      0•0•0•0•Updated Apr 30, 2026Apr 30, 2026

    • schedule-visualizer

      Public
      Dry-run timeline visualizer for reinforcement-schedule DSL programs.
      Python
      •0•0•0•0•Updated Apr 30, 2026Apr 30, 2026

    • experiment-io

      Public
      Hardware abstraction layer (HAL) for the OperantKit experiment runtime.
      Python
      •0•0•0•0•Updated Apr 30, 2026Apr 30, 2026

    • contingency-bench

      Public
      Benchmark runner for OperantKit: timing precision, LLM-as-subject performance, matching-law parameter recovery.
      Python
      •0•0•0•0•Updated Apr 30, 2026Apr 30, 2026

    • contingency-dsl-py

      Public
      Python reference parser for contingency-dsl. Zero runtime dependencies; implements the full EBNF grammar and produces an AST that validates against contingency-…
      Python
      •
      MIT License
      •0•0•0•0•Updated Apr 30, 2026Apr 30, 2026

    • contingency-dsl

      Public
      Language-independent DSL specification for declaring reinforcement contingencies and Pavlovian pairings. Six-layer architecture (Foundations / Operant / Respond…
      Python
      •
      MIT License
      •0•0•0•0•Updated Apr 30, 2026Apr 30, 2026

    • contingency-dsl-rs

      Public
      Rust reference parser for contingency-dsl. Zero runtime dependencies; mirrors the Python reference parser (contingency-dsl-py) — both track the same conformance…
      Rust
      •
      MIT License
      •0•0•0•0•Updated Apr 20, 2026Apr 20, 2026
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