subagent-task-execution
Use when executing tasks from a task breakdown document in the current session.
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Updated 11-16 00:04
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Use when executing tasks from a task breakdown document in the current session.
Master prompt for analyzing and generating the AGENTS.md governance system. Analyze the current project to immediately generate the root AGENTS.md and sub-AGENTS.md, and place team-specific knowledge found in the code (asymmetry, test boundaries, hard constraints, dual defense, security boundaries) into Golden Rules with supporting evidence…
Generate professional presentations with AI-generated images. Use when asked to create a deck, presentation, pitch deck, or slides. Supports style presets…
Use when triaging Dependabot/Snyk security alerts by severity and exploitability before running security-runner.
Audit and redesign AI-generated feedback for pedagogical quality, timing, and learning impact. Use when building or reviewing automated feedback in digital…
Create an interactive digital worked example sequence with fading for online or blended delivery. Use when building e-learning modules, LMS content, or…
Keep gbrain current. When a `gbrain` invocation prints an `UPGRADE_AVAILABLE <old> <new>` marker (or `gbrain self-upgrade --check-only` reports an update),…
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or…
Use when user asks to "read paper", "analyze paper", "summarize paper", "读论文", "分析文献", "帮我看一下这篇paper", "论文笔记", or provides a PDF file that appears to be an…
Build Gradio web UIs and demos in Python. Use when creating or editing Gradio apps, components, event listeners, layouts, or chatbots.
Run an in-place editorial de-slopping and structural Answer-Engine (GEO / LLM citation) HTML pass across MDX blog posts, landing pages, and documentation. Use…
Explain how CE.SDK Web features work — concepts, architecture, and workflows. Covers React, Vue.js, Svelte, Angular, Electron, Vanilla JavaScript, Node.js,…
Inspect and operate Inngest Cloud through its OAuth MCP connection. Use for deployed apps and functions, failed or slow runs, traces, events, environments,…
Watch — the agent's own cycle in an aligned repo on a live channel. Triggers: "watch", "go on watch", "work on your own", on duty, stand watch, autonomous…
Use when Java implementation work should be guided by Test-Driven Development, including maintaining a test list, choosing the next behavior, writing a failing…
Creates detailed lesson plans for teaching sessions including timing, talking points, and exercises. Use when preparing for live coding sessions or workshops…
Enforce Pythonic standards using Black, Isort, and Flake8. Use to ensure consistency across large Python codebases and team environments.
Design comprehensive Python test suites including unit, integration, and E2E tests. Use when establishing testing patterns for new or existing Python…
This skill should be used when the user asks to design, review, add, drop, consolidate, or tune SQL Server indexes. PROACTIVELY activate for clustered vs…
When the user wants to optimize procurement decisions, allocate orders across suppliers, or determine optimal order quantities. Also use when the user mentions…
Apply the education-first mindset — make everything you build teachable, create nano-project explanations, write for beginners. Use this skill when the user…
Apply rigorous supply chain security hygiene to software projects — audit dependencies, detect risks, minimize attack surface. Use this skill when the user…
Scaffold and fully configure a new Agentic Coding Starter Kit project — a Next.js 16 + TypeScript + Better Auth + Drizzle + PostgreSQL + AI SDK boilerplate.…
Analyzes current or recent session for errors, inefficiencies, and improvement opportunities across skills, tools, hooks, and communication. Use after…