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Skill

/polyrhythmic-reasoning

Build a safe strict-LCM or adaptive polyrhythmic FlowGraph for explicit multi-track reasoning.

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aiwg
211200 skills199 agents26 commands
Install
$ npx -y skills add jmagly/aiwg --skill polyrhythmic-reasoning --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/polyrhythmic-reasoning

Context preview

The summary Claude sees to decide when to auto-load this skill.

Build a safe strict-LCM or adaptive polyrhythmic FlowGraph for explicit multi-track reasoning.

SKILL.md

polyrhythmic-reasoning.SKILL.md
namespace: aiwg
name: polyrhythmic-reasoning
platforms: [all]
description: Build a safe strict-LCM or adaptive polyrhythmic FlowGraph for explicit multi-track reasoning.
triggers:
  - use polyrhythmic reasoning
  - build a 4 5 reasoning graph
  - compare strict lcm and adaptive reasoning
  - compose problem mode and user mode tracks

Build a polyrhythmic reasoning graph

Use this skill for a non-high-risk task that benefits from explicit problem-mode and user-mode tracks.

Process

1. Choose **strict-lcm** only when exact 4/5 alignment at activation 20 is the intended behavior. Choose **adaptive** when evidence-backed early convergence is allowed under the hard ceiling. 2. Use one of the approved domains: technical troubleshooting, conceptual explanation, practical planning, or theoretical comparison. 3. Keep user state **unknown** unless a user-stated evidence item supports a declared non-sensitive state. 4. Choose agent-only or agent-plus-read-only-tool. Never widen the latter past **filesystem:read** and **sideEffectMode: none**. 5. Build through **lib/polyrhythmic-reasoning.mjs**, validate the returned FlowGraph, and execute through the normal composition adapter. 6. Preserve conflicts and failed/skipped beats in typed state and events. Publish only the final synthesis.

Do not use the generic pattern for healthcare, financial advice, or another high-risk domain. Do not claim that the topology improves quality or efficiency without reproducible benchmark evidence.

See **docs/polyrhythmic-reasoning.md** and the four files under **examples/**.

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