10 SKILL.md Templates You Can Adapt and Use Today

The fastest way to build useful skills is to start from production-tested templates. These 10 templates cover the most common patterns — modify the specifics for your context and you have working skills in minutes.

One of the most useful resources for new skill builders is a library of templates that have been refined through actual use. These ten cover patterns that almost every developer needs at some point — and they encode the description-writing and structural patterns that make skills trigger reliably.

The Productivity Skills

code-review-specialist performs thorough code reviews focusing on bugs, security, performance and maintainability. The description triggers on "review", "feedback", "improve code quality" and related phrasings. The instructions structure reviews around three priority levels with examples.

meeting-notes-formatter converts raw transcripts or notes into structured summaries with decisions, action items (with owners and deadlines), and open questions. Triggers on transcript provision, meeting context, "organise these notes" and related patterns.

customer-email-responder drafts professional, empathetic customer service email responses. Triggers when the user needs to reply to a customer email, handle a complaint, or write any customer-facing communication.

The Development Workflow Skills

bug-report-formatter transforms incomplete bug descriptions into properly structured reports with reproduction steps, expected vs actual behaviour and environment details. Triggers on any mention of bugs, issues, errors or unexpected behaviour.

sql-query-optimiser analyses SQL queries for performance issues and suggests optimisations including index recommendations, query rewrites and execution plan improvements. Triggers on SQL, database performance, query optimisation contexts.

pr-description-writer writes clear pull request descriptions explaining what changed, why it changed, how to test, and any risks. Triggers whenever the user is preparing a pull request or wants to document code changes for review.

stand-up-update-writer composes concise daily stand-up updates covering yesterday work, today plan, and blockers. Triggers on stand-up, daily update, status report, async check-in contexts.

The Documentation and Analysis Skills

tech-docs-writer writes clear technical documentation including installation guides, API references and tutorials following industry-standard patterns. Triggers on documentation, README, installation guide, API docs requests.

data-analysis-summariser produces structured analysis summaries from raw data, including key findings, anomalies, trends and recommended actions. Triggers on data analysis, statistical summary, findings report requests.

onboarding-checklist-generator generates personalised onboarding checklists for new team members based on their role, with tasks organised by week one, week two and month one. Triggers on onboarding, new hire setup, first-week planning contexts.

How to Use the Templates

Each template is a complete working SKILL.md you can install immediately. The recommended pattern: pick the template closest to your need, install it, use it for a few days to understand how it triggers and what it produces, then customise the instructions and examples for your specific context. The description-writing patterns are the most valuable part — they generalise to almost every skill you will build afterwards.