AuroraPixel

9 mods across 1 repository, 11 stars between them.

AuroraPixel/ai-native-harness-skill

Plugin Claude Code

Two Claude Code engineering skills bundled as one plugin: review-loop (cross-LLM iterative code review with Codex or Gemini as peer) and harness (cybernetics-based Planner→Generator→Evaluator→Retro orchestration for complex tasks).

11 2mo ago A tokens not measured original Apache-2.0

harness-evaluator

04

AuroraPixel/ai-native-harness-skill

Agent

Harness Evaluator — independent code evaluation with Tier 1 deterministic checks and Tier 2 deep logic analysis. Use when harness orchestrator needs checkpoint evaluation.

11 2mo ago A 35 tokens copy · 100% Apache-2.0

harness-generator

05

AuroraPixel/ai-native-harness-skill

Agent

Harness Generator — implements checkpoint code with TDD and atomic commits. Use when harness orchestrator needs code generation for a checkpoint.

11 2mo ago A 29 tokens copy · 100% Apache-2.0

harness-retro

06

AuroraPixel/ai-native-harness-skill

Agent

Harness Retro — post-task retrospective analysis, error pattern detection, and CLAUDE.md rule proposals. Use when harness orchestrator needs task retrospective.

11 2mo ago A 34 tokens copy · 100% Apache-2.0

AuroraPixel/ai-native-harness-skill

Agent

Harness Spec Evaluator — reviews spec.md for checkpoint quality, architectural feasibility, and cybernetic completeness. Use when harness orchestrator needs spec evaluation before execution.

11 2mo ago A 37 tokens copy · 100% Apache-2.0

harness

08

AuroraPixel/ai-native-harness-skill

Skill Claude CodeCodex

Cybernetics-based multi-agent orchestration for complex tasks. Coordinates a Planner → Generator → Evaluator → Retro pipeline with clean-context sub-agents, per-checkpoint drift prevention, and persistent retro learning. Recommended workflow: Claude Code plans the spec (Session 1), Codex executes autonomously (Session…

11 2mo ago C 130 tokens copy · 89% Apache-2.0

review-loop

09

AuroraPixel/ai-native-harness-skill

Skill Claude CodeCodex

Cross-LLM iterative code review loop. Spawns a peer reviewer (Codex, Claude, or Gemini CLI) to review code changes, then iterates until both agents agree on the final code state. Code gets modified during the loop — the final output is improved code + consensus report. Use when: "review loop", "peer review", "cross…

11 2mo ago C 130 tokens copy · 100% Apache-2.0