Determinism And Replay — Development skill for Claude Code
Architecture-level determinism and replay for systems whose past behaviour must be recoverable as a fact - RL substrates, multi-agent simulations, lockstep engines, replay-debuggable services.
How to install Determinism And Replay
Installs to ~/.claude/commands/tachyon-beep-skillpacks-determinism-and-replay.md
mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/tachyon-beep/skillpacks/HEAD/.claude/commands/determinism-and-replay.md -o ~/.claude/commands/tachyon-beep-skillpacks-determinism-and-replay.md Restart Claude Code, or start a new session, for it to be picked up.
What Determinism And Replay does
description: Architecture-level determinism and replay for systems whose past behaviour must be recoverable as a fact - RL substrates, multi-agent simulations, lockstep engines, replay-debuggable services
Determinism and Replay Routing
**Architecture-level pack: how to design a deterministic system. For verifying an existing simulation against known patterns, use `/simulation-foundations` instead.**
Use the `using-determinism-and-replay` skill from the `axiom-determinism-and-replay`
Alternatives in Development
- Opik Openclaw — 🦞 Official plugin for OpenClaw that exports agent traces to Opik 725 ★
- Claude Code Skill — Persistent multi-engine coding session manager 326 ★
- Pfs — Load Plugin Freedom System architecture context for meta-level analysis 209 ★
Full documentation available on GitHub
View Source RepositoryRelated Skills
Debate Replay
Deterministically replay a past debate from a session snapshot — regression tests the deliberation engine
Skills Replay
Re-run the auto-skills reviewer over a past session transcript.
Context Bootstrapper
Interviews the user about their business and generates the 8 context files needed by Systems 1-4 (site-config,
Thinking Critically
Senior staff-level architectural thinking framework. Use when planning systems, evaluating changes, or analyzi
External Memory
External Memory Architecture für Agentic Systems
Context Layer
Build and update Context Layers - hierarchical AGENTS.md files documenting systems architecture, ownership, an
Related Agents
Pclsync C Expert
Consultant for the pclsync C library (GNU C99). Expert in cloud sync engines, FUSE virtual filesystems, client
Node Systems Engineer
Use this agent for expertise in visual programming systems, node graph architecture, and dataflow programming.
Realtime Collaboration Engineer
Expert realtime systems engineer for WebSocket/SSE infrastructure, presence, CRDT and OT-based collaborative e