Agent skill

recursive-systems-architect

Designs self-referential and recursive systems that examine, modify, or generate themselves, including metacognitive architectures and strange loops.

majiayu000534★ · 1 repos on radarProfile →
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill recursive-systems-architect --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 12 KB
Bundled scripts: none
Path: skills/ai-ml/recursive-systems-architect/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Recursive Systems Architect This skill provides guidance for designing systems that operate on themselves—self-referential structures, metacognitive architectures, and recursive processes that create emergent properties through strange loops. ## Core Competencies - **Self-Reference**: Systems that examine or modify themselves - **Strange Loops**: Hierarchical tangles where levels fold back - **Metacognition**: Systems that reason about their own reasoning - **Fixed Points**: Stable states in recursive processes - **Emergence**: Properties arising from recursive interaction ## Foundations of Recursive Systems ### What Makes a System Recursive ``` Traditional System: Recursive System: Input → Process → Output Input → Process → Output ↑ │ └─────────┘ Process operates on itself or its outputs ``` ### Types of Self-Reference | Type | Description | Example | |------|-------------|---------| | Direct | System references itself explicitly | `function f() { return f; }` | | Indirect | System references itself via another | A references B, B references A | | Hierarchical | Higher level describes lower level | Metadata about data | | Strange Loop | Levels fold back unexpectedly | Gödel sent

What's inside
Steps it walks through
  1. Core Competencies
  2. Foundations of Recursive Systems
  3. What Makes a System Recursive
  4. Types of Self-Reference
  5. The Strange Loop Pattern
  6. Recursive Architecture Patterns
  7. Self-Modifying Code
  8. Metacognitive Loop
  9. Fixed Point Iteration
  10. Quine Pattern (Self-Reproduction)
  11. Recursive System Design Patterns
  12. Observer-Observed Duality
  13. Recursive Decomposition
  14. Self-Referential Data Structures
Ships with 1 file
  • metadata.json
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About this skill
What does the recursive-systems-architect skill do?

Designs self-referential and recursive systems that examine, modify, or generate themselves, including metacognitive architectures and strange loops.

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill recursive-systems-architect --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going