timescaleSkillpostgres
timescale/pg-aiguide/skills/postgres/SKILL.md
Use this skill for any PostgreSQL database work — table design, indexing, data types, constraints, extensions (pgvector, PostGIS, TimescaleDB), search, and migrations.
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timescaleSkill
MicrosoftSkillazure-postgres-ts
microsoft/skills/.github/plugins/azure-sdk-typescript/skills/azure-postgres-ts/SKILL.md
Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, connection pooling, transactions, and Microsoft Entra ID (passwordless) authentication. Triggers: "PostgreSQL", "postgres", "pg client", "node-postgres", "Azure PostgreSQL connection", "PostgreSQL TypeScript", "pg Pool", "passwordless postgres".
AWSSkilldistributed postgres
awslabs/mcp/src/aurora-dsql-mcp-server/skills/distributed-postgres-skill/SKILL.md
Deprecated compatibility redirect for Aurora DSQL guidance. Use when a request concerns DSQL, Aurora DSQL, distributed SQL, DSQL schemas, migrations, queries, authentication, performance, or application development.
PostHogSkillquerying-local-postgres
PostHog/posthog/.agents/skills/querying-local-postgres/SKILL.md
Run read-only SQL against the local Postgres app database (SELECT, EXPLAIN, EXPLAIN ANALYZE on SELECT). Default local URL postgres://posthog:posthog@localhost:5432/posthog; else DATABASE_URL. Use when querying the local DB, inspecting tables, debugging data, or analyzing query plans. Mutations are strictly forbidden.
timescaleSkilldesign-postgres-tables
timescale/pg-aiguide/skills/design-postgres-tables/SKILL.md
Use this skill for general PostgreSQL table design.
OpenAISkillsupabase-postgres-best-practices
openai/plugins/plugins/build-web-apps/skills/supabase-best-practices/SKILL.md
Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.
OpenAISkillsupabase-postgres-best-practices
openai/plugins/plugins/supabase/skills/supabase-postgres-best-practices/SKILL.md
Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.
GitHubSkillpostgresql-code-review
github/awesome-copilot/skills/postgresql-code-review/SKILL.md
PostgreSQL-specific code review assistant focusing on PostgreSQL best practices, anti-patterns, and unique quality standards. Covers JSONB operations, array usage, custom types, schema design, function optimization, and PostgreSQL-exclusive security features like Row Level Security (RLS).
GitHubSkillpostgresql-optimization
github/awesome-copilot/skills/postgresql-optimization/SKILL.md
PostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQL-exclusive capabilities. Covers JSONB operations, array types, custom types, range/geometric types, full-text search, window functions, and PostgreSQL extensions ecosystem.
skyllwtSkillposter
skyllwt/AutoSci/.claude/skills/poster/SKILL.md
Generate an academic poster from a drafted paper — distill sections into a single-page HTML poster with figures and inter-section transitions
SupabaseSkillsupabase-postgres-best-practices
supabase/agent-skills/skills/supabase-postgres-best-practices/SKILL.md
Postgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE writing or changing anything that lives in a Postgres database: creating or altering tables and columns (including choosing column types), schema design, migrations and declarative schema files, RLS policies and the tests that verify them, indexes, triggers, database functions, queues and scheduled jobs (pg_cron, pgmq), vector/semantic search (pgvector), and restoring dumps (pg_restore) or importing data. Also load it when diagnosing slow queries, high CPU, timeouts, EXPLAIN plans, connection exhaustion, locking, bloat, or rows visible to the wrong user or tenant. This is not just a performance guide — schema, migration, security, and SQL authoring tasks need these rules too, even for a one-column change or a single query.
AWSSkillamazon-aurora-postgresql
aws/agent-toolkit-for-aws/skills/specialized-skills/database-skills/amazon-aurora-postgresql/SKILL.md
Amazon Aurora PostgreSQL — creates, modifies, and advises on Aurora PostgreSQL clusters specifically (PostgreSQL-compatible engine, Aurora serverless, express configuration, pgvector, Babelfish). Trigger for Aurora PostgreSQL cluster operations, express-configuration quick-start, ACU sizing, I/O-Optimized storage, commitment pricing, or PostgreSQL upgrade planning. For Aurora MySQL, use amazon-aurora-mysql instead. Contains safety guardrails, express-first routing, and response templates that override defaults.
OpenAISkillposthog
openai/plugins/plugins/posthog/skills/posthog/SKILL.md
Analyze product data and manage product tooling in PostHog. Use when the user wants product analytics or insights, HogQL/SQL queries, feature flags, experiments and A/B tests, error tracking, session replay, surveys, LLM analytics, dashboards, data warehouse, or PostHog documentation.
timescaleSkillpostgres-database-migration
timescale/pg-aiguide/skills/postgres-database-migration/SKILL.md
Use this skill for planning, testing, and safely executing PostgreSQL schema migrations — especially when working with production data or shared databases.
timescaleSkillpostgres-hybrid-text-search
timescale/pg-aiguide/skills/postgres-hybrid-text-search/SKILL.md
Use this skill to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF).
timescaleSkillmigrate-postgres-tables-to-hypertables
timescale/pg-aiguide/skills/migrate-postgres-tables-to-hypertables/SKILL.md
Use this skill to migrate identified PostgreSQL tables to Timescale/TimescaleDB hypertables with optimal configuration and validation.
GitHubSkillcreating-oracle-to-postgres-migration-bug-report
github/awesome-copilot/skills/creating-oracle-to-postgres-migration-bug-report/SKILL.md
Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration. Use when documenting behavioral differences between Oracle and PostgreSQL as actionable bug reports with severity, root cause, and remediation steps.
GitHubSkillcreating-oracle-to-postgres-master-migration-plan
github/awesome-copilot/skills/creating-oracle-to-postgres-master-migration-plan/SKILL.md
Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master migration plan. Use when starting a multi-project Oracle-to-PostgreSQL migration, creating a migration inventory, or assessing which .NET projects contain Oracle dependencies.
GitHubSkillcreating-oracle-to-postgres-migration-integration-tests
github/awesome-copilot/skills/creating-oracle-to-postgres-migration-integration-tests/SKILL.md
Creates integration test cases targeting Oracle for .NET data access artifacts. Tests capture Oracle expected behavior as the authoritative baseline; they are written once and later ported to PostgreSQL by migrating the test project in Phase 6. Use only during Phase 3, before any PostgreSQL migration work has begun. Do not invoke during Phase 6 or against a project that has already been migrated.
GitHubSkillmigrating-oracle-to-postgres-data-access-code
github/awesome-copilot/skills/migrating-oracle-to-postgres-data-access-code/SKILL.md
Migrates .NET/C# data access code from Oracle to PostgreSQL (Npgsql). Replaces Oracle NuGet packages, rewrites OracleConnection/OracleCommand/OracleDataReader usage, fixes DbType mappings, updates stored procedure invocation patterns, and adapts connection string configuration. Use when migrating the application code layer of a .NET project during an Oracle-to-PostgreSQL database migration.
Agent instruction files
What are agent instruction files?
Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md or AGENTS.md?
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
What is a skill?
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Can I search my own team's files too?
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.