GitHub
platform-migration-plan
Create a plan to migrate platforms or runtimes. Use when a senior developer needs a phased migration approach.
☆ 27View skill
proflead AI Skills
GitHub ↗Browse published AI skills maintained by proflead. Compare skill descriptions and follow each source repository for setup instructions.
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Indexed skills
62Repository stars across indexed skills
1,674Repository forks
310Average repository stars per indexed skill
27Repository stars may repeat across skills from the same repository.
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GitHub
data-governance-check
Review data handling for privacy and retention. Use when a senior developer needs governance validation.
☆ 27View skill
GitHub
integration-test-planner
Plan integration tests across modules or services. Use when a mid-level developer needs to verify system interactions.
☆ 27View skill
GitHub
scalability-assessment
Assess a system for growth bottlenecks. Use when a senior developer needs to evaluate scaling limits.
☆ 27View skill
GitHub
observability-setup
Set up metrics, logs, and traces for a service. Use when a mid-level developer needs basic observability coverage.
☆ 27View skill
GitHub
debugging-checklist
Provide a systematic debugging checklist. Use when a junior developer is stuck and needs a structured approach.
☆ 27View skill
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
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.