# Mooco Mirror

> Parallel introspection for MOOCO sessions and cross-orchestrator comparison

- Skill: `majiayu000/mooco-mirror` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds add majiayu000/mooco-mirror`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/mooco-mirror/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- License: MIT
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/mooco-mirror

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# MOOCO Mirror

> *"Watch two orchestration realities at once."*

MOOCO‑mirror is a reflection skill for MOOCO sessions. It is built to compare orchestration decisions, context assembly, and tool execution between MOOCO and Cursor environments. It also runs in production without a Cursor sidecar.

## Core Capabilities

- **Session introspection**: read MOOCO event logs and context bundles
- **Cross‑mirror**: line up a MOOCO run with a Cursor run
- **Divergence analysis**: highlight where context, tools, or outputs differ
- **Trace provenance**: show which steps are deterministic vs LLM‑driven
- **Optimization**: find bottlenecks and reduce orchestration friction
- **Debugging**: isolate drift, regressions, and tool misuse
- **Exploration**: probe alternative orchestration strategies safely
- **Play‑Learn‑Lift**: capture learnings and uplift them into skills
- **Context analysis**: inspect what was loaded and why
- **Reverse engineering**: infer Cursor and MOOCO orchestration patterns

## Cross‑Mirror Pattern

1. Capture a MOOCO session event stream.
2. Capture the parallel Cursor session via cursor‑mirror.
3. Align by task goal or timestamp.
4. Compare context, tools, and emitted events.

## Use Cases

- Validate MOOCO orchestration choices
- Debug unexpected tool selection
- Diagnose context drift across orchestrators
- Improve skill portability by exposing hidden assumptions
- Support thoughtful-commitment by exporting prompts, thoughts, context assembly, and cause/effect into commit and PR messages
- Run skill-snitch style scans to detect suspicious patterns in mirrored traces