GitHub
debugging-checklist
Provide a systematic debugging checklist. Use when a junior developer is stuck and needs a structured approach.
☆ 27View skill
Testing & security AI Skills
Discover Testing & security skills, compare source repositories and read the instructions for each workflow.
Categories: Testing & security
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GitHub
feature-flag-playbook
Plan feature flag rollout and cleanup. Use when a mid-level developer needs controlled release guidance.
☆ 27View skill
GitHub
dependency-upgrade-plan
Plan safe dependency upgrades with risk notes. Use when a mid-level developer is tasked with upgrading libraries.
☆ 27View skill
GitHub
unit-test-starter
Generate starter unit tests for a small function or module. Use when a junior developer needs test scaffolding and edge cases.
☆ 27View skill
GitHub
cross-service-debugger
Coordinate debugging across multiple services. Use when a senior developer needs to trace a distributed issue.
☆ 27View skill
GitHub
multi-region-strategy
Design a multi-region architecture strategy. Use when a senior developer needs geo-redundant planning.
☆ 27View skill
GitHub
ticket-breakdown
Break a task or ticket into small steps. Use when a junior developer needs guidance on how to start.
☆ 27View skill
GitHub
config-file-explainer
Explain a configuration file and its key options. Use when a junior developer is confused by a config file.
☆ 27View skill
GitHub
iac-reviewer
Review infrastructure-as-code changes for safety and correctness. Use when a mid-level developer needs a second look on IaC.
☆ 27View skill
GitHub
cost-optimization-review
Review system costs and propose reductions. Use when a senior developer needs cost-saving recommendations.
☆ 27View skill
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
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.