majiayu000 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
- Capture a MOOCO session event stream.
- Capture the parallel Cursor session via cursor‑mirror.
- Align by task goal or timestamp.
- 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