菜单
Capture durable lessons and close out a finished or intentionally abandoned workstream. Use when review is complete and the session needs a canonical compounding report plus durable follow-up memory.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Use when starting work in an unfamiliar repository, resuming after context loss, needing to discover the real source of truth before editing code, or turning a rough onboarding prompt into an execution-ready repo-orientation prompt.
Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.
Use when a local change may hide broader architectural coupling, naming drift, or complexity growth and you need to evaluate it in system context before proceeding.
Ultra-compressed communication mode. Cuts token usage ~75% by dropping filler, articles, and pleasantries while keeping full technical accuracy. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes $caveman, /caveman.
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".
Write, review, and fix GNU Make and Kbuild Makefiles for C/C++ projects, Linux kernel modules, and recursive monorepo builds. Use when the user mentions Makefile, GNU Make, Kbuild, obj-m, KERNELRELEASE, CFLAGS, phony targets, install or clean rules, or wants to create or repair a C/C++ build.
| name | mnhat-compounding |
| description | Capture durable lessons and close out a finished or intentionally abandoned workstream. Use when review is complete and the session needs a canonical compounding report plus durable follow-up memory. |
.mnhat/ artifacts, bd, and recent changes..mnhat/<YYYY-MM-DD>-<feature-slug>/compounding/.bd remember.bd.bd remember.bd work..mnhat/<YYYY-MM-DD>-<feature-slug>/compounding/compounding-report.md.mnhat/<YYYY-MM-DD>-<feature-slug>/compounding/memory-candidates.md.mnhat/<YYYY-MM-DD>-<feature-slug>/compounding/follow-up-work.mdreferences/compounding-report-template.mdreferences/memory-candidates-template.mdreferences/follow-up-work-template.mdcompounding-report.md is the primary artifact when state.json.phase is compounding.mnhat-implementation-record when closeout locks a meaningful decision or abandonment path.references/compounding-reference.md - capture rules and bd remember protocolreferences/compounding-report-template.md - canonical compounding-report.md formreferences/memory-candidates-template.md - canonical memory-candidates.md formreferences/follow-up-work-template.md - canonical follow-up-work.md form