GitHub
cost-optimization-review
Review system costs and propose reductions. Use when a senior developer needs cost-saving recommendations.
☆ 27View skill
Content & media AI Skills
Discover Content & media skills, compare source repositories and read the instructions for each workflow.
Categories: Content & media
Content & media Clear filters
Browse skills
GitHub
data-structure-chooser
Recommend basic data structures for a task. Use when a junior developer needs help choosing lists, maps, or sets.
☆ 27View skill
GitHub
queue-processing-patterns
Design safe queue consumers and retries. Use when a mid-level developer needs reliable background processing.
☆ 27View skill
GitHub
vendor-evaluation
Evaluate third-party vendors for engineering fit. Use when a senior developer needs a structured vendor assessment.
☆ 27View skill
GitHub
readme-polish
Improve a README for clarity and completeness. Use when a junior developer needs guidance on documenting setup and usage.
☆ 27View skill
GitHub
architecture-review
Review a system architecture for scalability, reliability, and maintainability. Use when a senior developer needs to critique a design.
☆ 27View skill
GitHub
css-layout-helper
Explain CSS layout issues and propose fixes. Use when a junior developer is struggling with alignment or spacing.
☆ 27View skill
GitHub
accessibility-basic-check
Run a basic accessibility checklist for UI changes. Use when a junior developer needs quick a11y guidance.
☆ 27View skill
GitHub
api-contract-checker
Validate API changes against an expected contract. Use when a mid-level developer needs to detect breaking changes.
☆ 27View skill
GitHub
log-summarizer
Summarize noisy logs into likely causes and next steps. Use when a junior developer needs help interpreting logs.
☆ 27View skill
GitHub
tech-debt-portfolio
Assess and prioritize tech debt items. Use when a senior developer needs an investment plan for debt reduction.
☆ 27View skill
GitHub
sql-query-starter
Draft a basic SQL query from a simple requirement. Use when a junior developer needs help forming SELECT queries.
☆ 27View skill
GitHub
pr-reviewer
Review a pull request for correctness, regressions, and missing tests. Use when a mid-level developer needs structured review guidance.
☆ 27View skill
GitHub
api-error-taxonomy
Define consistent API error codes and responses. Use when a mid-level developer needs error standardization.
☆ 27View skill
GitHub
function-docstrings
Write concise docstrings for functions. Use when a junior developer needs help describing inputs, outputs, and errors.
☆ 27View skill
GitHub
linter-fix-guide
Explain lint errors and propose fixes. Use when a junior developer needs help resolving common lint or format warnings.
☆ 27View skill
GitHub
bug-repro-plan
Create a minimal, repeatable reproduction plan for a bug. Use when a junior developer needs clear steps to reproduce and capture evidence.
☆ 27View skill
GitHub
simple-refactor
Suggest small refactors that improve readability without changing behavior. Use when a junior developer asks to clean up code.
☆ 27View skill
GitHub
org-standardization
Define engineering standards across teams. Use when a senior developer needs to align practices.
☆ 27View skill
GitHub
performance-trace-guide
Guide collection and analysis of performance traces. Use when a mid-level developer needs to diagnose slowness.
☆ 27View skill
GitHub
config-hardening
Harden configuration and defaults for safer deployment. Use when a mid-level developer needs to reduce misconfig risks.
☆ 27View skill
GitHub
dependency-risk-audit
Audit dependencies for licensing, security, and maintenance risk. Use when a senior developer needs risk assessment.
☆ 27View skill
GitHub
zero-downtime-migration
Plan a zero-downtime migration for data or infrastructure. Use when a senior developer needs a safe migration strategy.
☆ 27View skill
GitHub
dependency-install-helper
Guide installation of project dependencies and toolchains. Use when a junior developer is stuck setting up the environment.
☆ 27View skill
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.