GitHub
error-message-explainer
Explain compiler/runtime errors in plain language. Use when a junior developer needs help understanding an error message.
☆ 27View skill
proflead AI Skills
GitHub ↗Browse published AI skills maintained by proflead. Compare skill descriptions and follow each source repository for setup instructions.
Author statistics
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
db-migration-reviewer
Review database migrations for safety and rollback. Use when a mid-level developer needs validation of schema changes.
☆ 27View skill
GitHub
writing-assistant
Edits, rewrites, or improves text for clarity, tone, grammar, or style.
☆ 27View skill
GitHub
roadmap-prioritization
Prioritize roadmap initiatives with tradeoffs. Use when a senior developer needs help ranking projects.
☆ 27View skill
GitHub
api-request-builder
Build a basic HTTP request (curl or fetch) for an API. Use when a junior developer needs a quick request example.
☆ 27View skill
GitHub
system-design-draft
Draft a practical system design for a feature. Use when a mid-level developer needs a starting architecture.
☆ 27View skill
GitHub
codebase-orientation
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.
☆ 27View skill
GitHub
git-basic-helper
Provide safe git commands for common tasks. Use when a junior developer needs help with branching, commits, or resolving simple conflicts.
☆ 27View skill
GitHub
cli-ux-improver
Improve CLI help, errors, and output. Use when a mid-level developer needs to make a CLI friendlier.
☆ 27View skill
GitHub
small-script-generator
Generate a small helper script for repetitive tasks. Use when a junior developer needs a quick automation snippet.
☆ 27View skill
GitHub
security-quick-scan
Scan code or configuration for common security issues. Use when a mid-level developer needs a quick security pass.
☆ 27View skill
GitHub
release-notes-drafter
Draft release notes from changes and PRs. Use when a mid-level developer needs a structured changelog.
☆ 27View skill
GitHub
graphql-query-optimizer
Optimize GraphQL queries and resolvers for performance. Use when a mid-level developer needs to reduce N+1 or payload size.
☆ 27View skill
GitHub
refactor-roadmap
Create a staged refactor plan for a module. Use when a mid-level developer needs a safe refactor path.
☆ 27View skill
GitHub
ci-failure-triage
Diagnose CI failures and stabilize pipelines. Use when a mid-level developer needs to resolve flaky or failing builds.
☆ 27View skill
GitHub
caching-strategy-helper
Recommend caching strategies and invalidation patterns. Use when a mid-level developer needs performance guidance.
☆ 27View skill
GitHub
incident-postmortem
Draft an incident postmortem with timeline, RCA, and action items. Use when a senior developer needs a structured post-incident report.
☆ 27View skill
GitHub
threat-modeling
Perform threat modeling for a system or feature. Use when a senior developer needs security risk assessment.
☆ 27View skill
GitHub
reliability-slo-sla
Define or review SLOs and SLAs for a service. Use when a senior developer needs reliability targets.
☆ 27View skill
GitHub
performance-budgeting
Define performance budgets and guardrails. Use when a senior developer needs performance targets and enforcement.
☆ 27View skill
GitHub
team-onboarding-guide
Create an onboarding guide for new engineers. Use when a senior developer needs structured onboarding materials.
☆ 27View skill
GitHub
prompt-optimization
Improve and rewrite user prompts to reduce ambiguity and improve LLM output quality. Use when a user asks to optimize, refine, clarify, or rewrite a prompt for better results, or when the request is about promp...
☆ 27View skill
GitHub
domain-modeling
Model domains and bounded contexts for complex systems. Use when a senior developer needs domain-driven design guidance.
☆ 27View skill
GitHub
compliance-readiness
Assess readiness for compliance audits. Use when a senior developer needs a gap analysis for standards.
☆ 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.