Database
Database management and queries
gam-researcher-agent
by starwreckntx
Automated context retrieval from Transmission Packet archive using iterative research loop. Implements GAM "Read Path" to complement manual "Write Path" (Memorizer).
multi-cloud-architecture
by Krosebrook
Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from multiple providers.
backend-architect
by dmonteroh
"Guides backend architecture for operable services and APIs, covering boundaries, contracts, reliability, integration patterns, and rollout safety. Use when designing or changing backend services/APIs and their operability plans."
mermaid-diagrams
by cachemoney
Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams (application flows, API interactions, code execution), flowcharts (processes, algorithms, user journeys), entity relationship diagrams (database schemas), C4 architecture diagrams (system context, containers, components), state diagrams, git graphs, pie charts, gantt charts, or any other diagram type. Triggers include requests to "diagram", "visualize", "model", "map out", "show the flow", or when explaining system architecture, database design, code structure, or user/application flows.
zodipus-troubleshooting
by bratsos
Debug and fix Zodipus errors. Use when validation fails, generation errors occur, types don't match, Query Engine behaves unexpectedly, or user encounters any zodipus-related error.
rollbar
by robzolkos
Query Rollbar error tracking to investigate errors, list recent issues, resolve items, and get context for bug fixes. Use when the user asks about production errors, wants to investigate an error, asks "what errors happened overnight", wants to mark issues as resolved, or needs context to fix a bug from Rollbar.
MVP Builder Skill (For Dev Agent)
by mmcmedia
Validated with McKinzie's feedback: speed over perfection, launch fast, iterate
update-docs
by r-sri-ram
Update existing project documentation with new features, changes, or refinements. Use when user says "add feature", "update docs", "change requirement", or describes modifications to existing project.
convex-pro-max
by Imfa-Solutions
Complete Convex development mastery — functions (queries, mutations, actions, HTTP actions), schema design, index optimization, argument/return validation, authentication, security patterns, error handling, file storage, scheduling, crons, aggregates, OCC handling, denormalization, TypeScript best practices, and production-ready code organization. The definitive Convex skill. Use when building any Convex backend: writing functions, designing schemas, optimizing queries, handling auth, adding real-time features, setting up webhooks, scheduling jobs, managing file uploads, or reviewing/fixing Convex code. Triggers on: convex, query, mutation, action, ctx.db, defineSchema, defineTable, v.id, v.string, v.object, withIndex, ConvexError, internalMutation, httpAction, ctx.scheduler, ctx.storage, OCC, convex best practices, convex functions, convex schema, convex performance, "how do I do X in Convex".
conversation-history-setup
by dhughes
Guide users through initial setup of conversation history indexing. Use when user asks about setting up conversation history, indexing past conversations, or when search returns no results and the database may be empty.
workflows
by tracemem
Complete workflow patterns for common TraceMem operations.
convex-migrations
by Imfa-Solutions
Convex Migrations component (@convex-dev/migrations) — online, batched data migrations for Convex databases. Define migrations that transform documents in-place, run them asynchronously in configurable batches without downtime, track progress, resume from failures, and manage schema evolution safely. Covers installation, setup (convex.config.ts, Migrations client), defining migrations (migrateOne, shorthand patch syntax, customRange with indexes, multi-table), running migrations (single, serial, generic runner, programmatic), advanced config (batch size, parallelize, custom internalMutation, dry run, runToCompletion for tests), schema evolution strategy, common patterns (add required field, rename field, convert types, denormalization), testing with convex-test, and troubleshooting (OCC conflicts, status tracking, cancellation). Use when migrating data in Convex, changing schema shape, backfilling fields, renaming columns, converting field types, running batch data transforms, or managing database schema evolution. Triggers on: @convex-dev/migrations, migrations.define, migrations.runner, migrateOne, customRange, runToCompletion, runSerially, migrations.cancel, migrations.getStatus, "migrate data", "backfill field", "rename field migration", "schema migration", "add required field", "convert field type", "batch update documents", "how do I migrate data in Convex", "change schema safely", "online migration".
algorithm-migration-with-rollback
by shimo4228
"Use when replacing a core algorithm (encryption, hashing, ML model) that affects persisted user data and needs rollback safety."
supabase-mcp-setup
by WebSmartTeam
Configure Supabase MCP server for a specific project using local .mcp.json (NOT global). Each project needs its own config to prevent wrong-database queries. Triggers: setup supabase mcp, install supabase mcp, configure supabase mcp, connect supabase, supabase database access, mcp not loading supabase.
synchronizing-data
by Git-Fg
"Implements offline-first synchronization with encrypted local storage and intelligent conflict resolution for mobile AI applications. Use when building offline-capable mobile apps, implementing sync with privacy requirements, or managing encrypted local data persistence. Do not use for cloud databases, real-time websocket sync, or server-side data management."
django
by BankkRoll
"Scraped from https://docs.djangoproject.com/en/5.0/ Source: https://docs.djangoproject.com/en/5.0/. Use when questions involve: auth, class based views, contrib, contributing, db, deployment."
graphql-schema-design
by pluginagentmarketplace
Design production-grade GraphQL schemas with best practices and patterns
datadog-observability
by ethanrcohen
Search, aggregate, and analyze Datadog logs, metrics, and APM data using pup (Datadog's official CLI). Use when debugging production issues, investigating errors, triaging incidents, checking service health, querying metrics, or when the user mentions Datadog, logs, metrics, APM, or error investigation. Triggers on requests involving log analysis, metric queries, service debugging, error counts, or production monitoring.
odoo-17.0
by AlessandroRLM
Odoo 17.0 full-stack development skill for AI agents. Covers backend module architecture, ORM models and fields, API decorators, recordset operations, actions, performance patterns, testing, and built-in mixins. Use when building, extending, or debugging Odoo 17.0 custom modules. Triggers on tasks involving manifest.py, models.Model, @api decorators, XML views, ir.actions, ir.cron, mail.thread, or any Odoo 17.0 framework pattern.
electric
by olegakbarov
Build local-first apps with ElectricSQL (HTTP Postgres sync) and TanStack DB. Use when wiring Electric shapes and proxy routes, configuring electricCollectionOptions, implementing optimistic mutations with txid handshake, or troubleshooting live queries, security, and deployment.
zodipus
by bratsos
Prisma-to-Zod schema generator with composable Query Engine. Use when user mentions zodipus, prisma zod schemas, prisma validation, zod from prisma, query builders with zod, runtime database validation, or type-safe prisma queries.
zeabur-template
by ridemountainpig
Expert guidance for creating, configuring, and optimizing Zeabur service templates. Use this skill when the user asks about Zeabur template creation, environment variables, or configuration.
drizzle-orm
by BankkRoll
"Scraped from https://orm.drizzle.team/docs/overview/ Source: https://orm.drizzle.team/docs/overview."
coolify-compose
by cachemoney
Convert Docker Compose files to Coolify templates. Use when creating Coolify services, converting docker-compose.yml for Coolify deployment, working with SERVICE_URL/SERVICE_PASSWORD magic variables, or troubleshooting Coolify compose errors.