polyrhythmic-reasoning SKILL.md skillA
polyrhythmic-reasoning from jmagly/aiwg is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jmagly/aiwg/polyrhythmic-reasoning@git:20260822.39c876aPins git:20260822.39c876a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jmagly/aiwg
- Path
agentic/code/addons/composition-engine/skills/polyrhythmic-reasoning/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260822.39c876a, committed Aug 22, 2026
- Size
- 1,607 bytes
- Repository stars
- 229
- License
- MIT
Build a safe strict-LCM or adaptive polyrhythmic FlowGraph for explicit multi-track reasoning.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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. …
Read the whole file at its exact version.
How to install
mdr add jmagly/aiwg/polyrhythmic-reasoning@sha256:f73934200e833bc7The line at the top of this page pins the label git:20260822.39c876a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_u6bzdzd2irxmrkft)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 22, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1607 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
jmagly/aiwg · 229 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_u6bzdzd2irxmrkft GET https://markdownregistry.com/api/v1/resolve?ref=jmagly/aiwg/polyrhythmic-reasoning GET https://markdownregistry.com/api/v1/blob/f73934200e833bc7ec712366247181752837d287a6275118f5898cc674feec7e
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.