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Creating a Service with Effect v4
Development
Learn to create services using Context.Service, IdentityComposer keys, and Layer composition in Effect v4.
Telegram Channel Access Management
Security
Manage Telegram channel access: approve pairings, edit allowlists, set DM/group policy.
PR Diff and Local Changes
Development
Shows the diff of a pull request and local changes using a Git script.
Async SQLAlchemy Patterns for FastAPI
Development
Implement async SQLAlchemy 2.0+ database patterns for FastAPI: session management, Alembic migrations, query optimization, and connection pooling.
Trigger pipelines for Copilot PR
DevOps
Trigger ADO pipelines for a Copilot-created PR by posting /azp run comments to the PR in the microsoft/FluidFramework repository.
Write Agent Skills
Development
Structured guide to creating agent skills with SKILL.md, including structure, templates, and best practices.
Prepare and Publish a Release
DevOps
Manage the release process: update changelog, determine version bump, run pre-commit checks, bump version, and align GitHub release notes.
PostgreSQL Queries
Data & AI
Execute SQL queries against a local PostgreSQL database. Accepts raw SQL or natural language queries automatically converted to SQL.
Atlan SQL Connector Patterns
Data & AI
Select and apply the correct SQL connector implementation pattern (SDK-default minimal or source-specific custom) for building or extending SQL metadata/query extraction connectors. Helps developers choose between minimal and custom paths based on a decision tree, ensuring consistent implementation of authentication, preflight, workflow map, and transformation behavior.
Push Archive Skills to Global Profile
Productivity
Push a skill bundle from the archive to the global user profile (~/.claude/skills/) to make it available in all projects.
Approve a proposed janitor fix
Development
Approve a proposed janitor fix by running the command. Opens a support ticket and promotes the proposal from proposal to planned.
Wasserstein Order Consistency Audit
Development
Scans manuscripts and code for W₁ vs W₂ inconsistencies. Produces a structured reconciliation report.