Automation
Task automation and scripting
codebase-orientation
by proflead
Guide quick orientation of an unfamiliar codebase with module mapping, entry points, and local run steps. Use when a junior developer needs to get situated fast.
queue-processing-patterns
by proflead
Design safe queue consumers and retries. Use when a mid-level developer needs reliable background processing.
debugging-checklist
by proflead
Provide a systematic debugging checklist. Use when a junior developer is stuck and needs a structured approach.
team-onboarding-guide
by proflead
Create an onboarding guide for new engineers. Use when a senior developer needs structured onboarding materials.
tech-debt-portfolio
by proflead
Assess and prioritize tech debt items. Use when a senior developer needs an investment plan for debt reduction.
org-standardization
by proflead
Define engineering standards across teams. Use when a senior developer needs to align practices.
small-script-generator
by proflead
Generate a small helper script for repetitive tasks. Use when a junior developer needs a quick automation snippet.
self-contained-python-script
by davidgasquez
Write self-installing autocontained Python scripts using uv and PEP 723
quest
by sailscastshq
Background job scheduling with sails-hook-quest for Sails.js applications. Use this skill when creating, scheduling, or managing background jobs, cron tasks, recurring scripts, or any deferred/periodic work in a Sails.js application.
Oracle ADK Expert
by frankxai
Build production agentic applications on OCI using Oracle Agent Development Kit with multi-agent orchestration, function tools, and enterprise patterns
swarm-expert
by desplega-ai
Multi-agent coordination expert for agent-swarm MCP. Use when the user asks about swarm coordination, delegating tasks to agents, checking swarm status, agent messaging, or managing multi-agent workflows.
scientific-validation
by akaszubski
"Scientific method for validating claims with pre-registration, power analysis, statistical rigor, and Bayesian methods. Use when testing hypotheses, running experiments, or validating claims from papers. TRIGGER when: validate, hypothesis, experiment, backtest, evidence, statistical test. DO NOT TRIGGER when: routine coding, config changes, documentation, non-experimental tasks."
bash-script-generator
by akin-ozer
Comprehensive toolkit for generating best practice bash scripts following current standards and conventions. Use this skill when creating new bash scripts, implementing shell automation, text processing workflows, or building production-ready command-line tools.
azure-pipelines-generator
by akin-ozer
Comprehensive toolkit for generating best practice Azure DevOps Pipelines following current standards and conventions. Use this skill when creating new Azure Pipelines, implementing CI/CD workflows, or building deployment pipelines.
tool-discovery
by 0xDarkMatter
"Recommend the right agents and skills for any task. Covers both heavyweight agents (Task tool) and lightweight skills (Skill tool). Triggers on: which agent, which skill, what tool should I use, help me choose, recommend agent, find the right tool."
python-async-patterns
by 0xDarkMatter
"Python asyncio patterns for concurrent programming. Triggers on: asyncio, async, await, coroutine, gather, semaphore, TaskGroup, event loop, aiohttp, concurrent."
async-python-patterns
by jh941213
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.
protein-design-workflow
by adaptyvbio
End-to-end guidance for protein design pipelines. Use this skill when: (1) Starting a new protein design project, (2) Need step-by-step workflow guidance, (3) Understanding the full design pipeline, (4) Planning compute resources and timelines, (5) Integrating multiple design tools. For tool selection, use binder-design. For QC thresholds, use protein-qc.
deft
by visionik
Apply deft framework standards for AI-assisted development. Use when starting projects, writing code, running tests, making commits, or when the user references deft, project standards, or coding guidelines.
NeuroSkill™ CLI — Complete Reference
by NeuroSkill-com
viewing last connection metadata (time, IP, geo fields when available).
document-writer
by vaayne
A technical writer who crafts clear, comprehensive documentation. Specializes in README files, API docs, architecture docs, and user guides.
python-script
by vaayne
Create robust Python automation with full logging and safety checks. Use when tasks need complex data processing, authenticated API work, conditional file operations, or error handling beyond simple shell commands.
specs-dev
by vaayne
Plan-first development workflow with review gates. Use when implementing features, refactoring, or any task requiring structured planning, iterative implementation with reviews, and clean commits. Triggers on requests like "implement feature X", "plan and build", "spec-driven development", or when user wants disciplined, reviewed code changes.
background-jobs
by cosmix
Background job processing patterns including job queues, scheduled jobs, worker pools, and retry strategies. Use when implementing async processing, job queues, workers, task queues, async tasks, delayed jobs, recurring jobs, scheduled tasks, ETL pipelines, data processing, ML training jobs, Celery, Bull, Sidekiq, Resque, cron jobs, retry logic, dead letter queues, DLQ, at-least-once delivery, exactly-once delivery, job monitoring, or worker management.