map-understand
FeaturedInteractive deep-understanding and quiz mode for MAP sessions. Use when the user wants to understand code, a diff, workflow result, debugging cause, or architecture and be checked with restatements or quizzes.
Install
Quality Score: 87/100
Skill Content
Details
- Author
- azalio
- Repository
- azalio/map-framework
- Created
- 11 months ago
- Last Updated
- today
- Language
- Python
- License
- MIT
Bundled in these plugins
Similar Skills
Semantically similar based on skill content — not just same category
map-explain
Deep walkthrough of code, a diff, or the whole project — problem, entities, flow, load-bearing-line rationale, side effects, assumptions, breakage. Use when learning unfamiliar code or auditing a diff.
map-debug
Structured MAP debugging via task-decomposer, actor, and monitor agents. Use when reproducing a bug, isolating a regression, or diagnosing an error with specialized agents — including failing or flaky tests (pytest AssertionError), crashes and segmentation faults, memory-corruption or memory errors in native/C extensions, intermittent or load-dependent failures (e.g. 500s under load), data-corruption bugs that only appear in production, scripts or hooks that silently exit or produce no output, and any "find the root cause" / "walk me through diagnosing" / "help me investigate" request. Trigger on phrasing like "failing test", "mysterious error", "segfault", "memory error", "intermittently fails", "root cause", "isolate the cause", "debug why", "diagnose", or "investigate the error". Prefer this over generic investigation when the user wants a systematic decompose-reproduce-fix-verify workflow. Do NOT use for greenfield features; use map-plan or map-efficient.
map-state
Branch-scoped MAP planning in `.map/`. Use when the user needs a persistent task plan, progress tracking, or resume support across sessions. Keeps focus synced before edits. Do NOT use for tiny one-shot tasks.