Prove code works by running it, not just checking it exists. Verification through execution rather than inspection. Use after writing or modifying code to ensure it actually functions correctly.

Game audio principles. Sound design, music integration, adaptive audio systems.

Game art principles. Visual style selection, asset pipeline, animation workflow.

Manage and compress conversation context in long sessions. Detect when context is growing large, summarize completed work phases, archive old findings while preserving key decisions. Prevents context degradation.

API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

Deploy Bindu agents to various environments with safety checks and verification

Google Meet operations through gog.

Google Forms operations through gog.

Google Classroom operations through gog.

Apps Script operations through gog.

Reference: DEPRECATED — use `/client-letter` for routine correspondence or `/status client` for substantive updates. Split into two more focused skills during the v2 rebuild. Kept as a redirect for migration.

Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing train-inference alignment, or requiring speculative RL for maximum throughput.

Decide whether the diagnosed behaviour is actually a bug or whether the code is doing what it was designed to do. Gate the fix stage.

分镜拆解专业规范

AI Berkshire skill: 投资论文漂移检测：分清事实变化与措辞变化. Source: skills/thesis-drift.md.

AI Berkshire skill: 投资研究：巴菲特-芒格-段永平-李录 四大师综合分析框架. Source: skills/investment-research.md.

AI Berkshire skill: 巴菲特价值投资买入前 Checklist. Source: skills/investment-checklist.md.

AI Berkshire skill: 供应链瓶颈猎手：AI驱动的全球产业链瓶颈套利. Source: skills/bottleneck-hunter.md.

The analyst's built-in capabilities: data-inspection tools and the always-available actions (visualize, ask_user, delegate).

Review Slate v2 architecture/API plans against React 19.2 runtime performance, Slate-close unopinionated DX, legacy-regression proof, research evidence, and shadcn-style composability; write a scored plan and keep completion pending until every required pass and closure gate is complete.