“Backend development”

Implement and refactor Go where package design, abstractions, ownership, errors, concurrency, or Go-specific test seams require manual judgment.

Use when executing implementation plans with independent tasks in the current session

Linux development environment - compilers, build tools, IDEs

Implement Monica Blazor and MudBlazor v9 components, pages, themes, CSS isolation, local assets, browser storage, and async component lifecycle.

This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based…

Develops and reviews PyLabRobot lab-automation resources, liquid-handling plans, offline simulations, and supported-device integrations.

This skill should be used when the user asks to "analyze a Dockerfile", "optimize Docker layers", "validate docker-compose", "check container best practices"…

Create, edit, or tune a Pi skill (a SKILL.md directory).

Prepare nf-core samplesheets, cluster nextflow.config, and write launch artifacts.

Use this skill for the legacy `.claude/commands/` file-based slash command format specifically — when the user asks to "create a slash command", "add a…

Build, bootstrap, upgrade, test, debug or review applications that consume NewHeap Platform packages.

Use when the user requests delegated implementation or multiple substantial tasks are genuinely independent without shared state.

Databricks development guidance including Python SDK, Databricks Connect, CLI, and REST API.

Bootstrap, inspect, repair or upgrade a repository that consumes NewHeap Platform packages.

This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based…

Use for end-to-end software execution in an unfamiliar or complex repo: orienting the codebase, choosing an execution model, planning and verifying changes…

Use when executing implementation plans with independent tasks by delegating each task to a fresh herdr sibling pane

Develop, validate, and tune hand-written AMD gfx950 assembly kernels, with rocprof profiling.

This skill should be used when the user asks to "optimize Snowflake queries", "analyze Snowflake SQL performance", "size Snowflake warehouses", "review…

This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent…

Use when adding, debugging, or hardening Cloudflare D1 usage in a Workers app.

Use when executing a written implementation plan (TSP) whose tasks are independent, in the current session.

Use when designing, reviewing, adding, enabling, disabling, installing, configuring, or debugging a plugin, bundle, feature, page, panel, tool, or MCP…

Use when the user wants to design Codex agent equivalents (specialized workers/profiles/prompt files), define triggering conditions, or build reusable agent…