Databases

Execute workflow agents iteratively for refinement and progressive improvement. Use when tasks require repetitive refinement, multi-iteration improvements, progressive optimization, or feedback loops until quality criteria are met.

Retrieve universal coding patterns from vector database. Use when starting complex tasks, encountering unfamiliar problems, or user says "--coder-recall" or "--recall" (you decide which scope, may use both). Skip for routine tasks or project-specific questions (use project-memory-recall). This Skill auto-invokes based on task context.

MUST use this skill when user asks to check/review PR comments, address reviewer feedback, fix review issues, or respond to code review. Fetches unresolved review comments from GitHub PR for the current branch.

GitHub repository skill for permaweb/aos-sqlite

OWASP Top 10-based security review and vulnerability detection. Triggers: セキュリティ, 脆弱性, XSS, SQL injection, SQLインジェクション, CSRF, 認証, 認可, 暗号化, OWASP, SSRF, パスワード, セッション, rate limiting, brute force, command injection, security misconfiguration.

Developer environment setup guides for Windows, macOS, Linux, and WSL. Use when setting up development machines, installing tools, configuring environments, or following platform-specific setup guides. Covers package management, shell/terminal, code editors, AI tooling, containerization, databases, and more.

Central authority for Gemini CLI sandboxing and isolation. Covers Docker, Podman, macOS Seatbelt profiles, and security boundaries. Use when enabling sandboxing, choosing sandbox methods, configuring Seatbelt profiles, or troubleshooting sandbox issues. Delegates 100% to gemini-cli-docs for official documentation.

Central authority for Claude Code sandboxing and isolation. Covers sandboxed bash tool, /sandbox command, filesystem isolation (blocked access, custom paths), network isolation (domain restrictions, proxy support), OS-level enforcement (bubblewrap on Linux, Seatbelt on macOS), sandbox configuration options, escape hatches (dangerouslyDisableSandbox, allowUnsandboxedCommands), and sandbox security limitations. Assists with configuring sandbox settings, understanding isolation mechanisms, and troubleshooting sandbox issues. Delegates 100% to docs-management skill for official documentation.

Integration skill for Lovable.dev projects. Activates when working with:- Lovable.dev projects with GitHub sync- Supabase Edge Functions that need deployment- Database migrations for Lovable Cloud- Projects with supabase/ directory structure- Any mention of "Lovable", "deploy edge function", "apply migration"Provides exact Lovable prompts for backend operations that can't be done via GitHub alone.

Query local Astro Mac app database for ASO insights. Use when the user asks about keyword rankings, historical ranking data, trend analysis, competitor keywords, app ratings, keyword opportunities, or ASO health metrics.

Guidance for accessible user notifications and feedback. AUTO-TRIGGER when implementing: toasts, snackbars, notifications, alerts, flash messages, status messages, success/error feedback, or any transient UI messages. Triggers include: "toast", "snackbar", "notification", "flash message", "notify user", "show success", "show error", "feedback message", "status update", "auto-dismiss", "popup message". Use this skill BEFORE implementing any toast-like patterns to ensure accessibility compliance.

This skill should be used when writing official conference-style reviews for research papers as if from a top-tier systems conference reviewer. Use when the author wants a realistic, formal peer review with scores, strengths, weaknesses, and detailed feedback following standard conference review formats.

Run the usage query script to retrieve account usage information for GLM Coding Plan. Only use when invoked by usage-query-agent.

Vector database selection, embedding storage, approximate nearest neighbor (ANN) algorithms, and vector search optimization. Use when choosing vector stores, designing semantic search, or optimizing similarity search performance.

Query activation logs to check for errors and view volume

Comprehensive Bitcoin mining knowledge from industry reports covering 2024 market overview, mining economics, operational handbook, and heat reuse strategies. Use when planning mining operations, analyzing profitability, optimizing energy efficiency, or exploring sustainable mining practices.

Create Prisma schema models with relations and indexes. Use when designing database schemas, adding models, or defining entity relationships.

Use when designing content delivery networks, caching strategies, or global content distribution. Covers CDN architecture, cache hierarchies, origin shielding, cache invalidation, and edge optimization.

PROACTIVELY query Forgetful MCP (mcp__forgetful__* tools) when starting work on any project, when user references past decisions or patterns, when implementing features that may have been solved before, or when needing context about preferences. Save important decisions, patterns, and architectural insights to memory.

Expert guidance for pycalphad - computational thermodynamics library implementing the CALPHAD method for calculating phase diagrams, phase equilibria, and thermodynamic properties of multicomponent materials systems using thermodynamic databases (TDB files)