simhacker/moollm/mooco-mirror

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