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MCode Engineering Notes and their runnable companions

MCode Engineering Notes is a column by the MiniMax Code team about the engineering behind a coding agent. Each article explains one idea; this repository holds something you can install and run for it.

# Article Companion skills
01 More subagents isn't better: manage context first, then parallelize independent-review, subagent-split-check, harness-experiment
02 Too many tools will eat your context: from tool search to PTC tool-budget-audit
03 Keeping long sessions sharp: compaction vs. memory long-session-check, handoff-doc
04 How long should one bash command wait: from foreground blocking to background tasks long-command-check
05 How does the agent know the current time? context-tax-audit

All companion skills live in stacks/ronny/skills/.