GitHub
architecture-evolution
Manage architecture changes with impact analysis, ADR generation, and migration planning. Use when relevant to the task.
☆ 79View skill
jmagly AI Skills
GitHub ↗Browse published AI skills maintained by jmagly. Compare skill descriptions and follow each source repository for setup instructions.
Author statistics
Indexed skills
72Repository stars across indexed skills
5,722Repository forks
654Average repository stars per indexed skill
79Repository stars may repeat across skills from the same repository.
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Browse skills
GitHub
performance-digest
Generate executive-ready performance summaries with insights and recommendations. Use when relevant to the task.
☆ 79View skill
GitHub
generate-factory
Auto-generate test data factories from schemas, types, or models. Use when creating test data infrastructure, setting up fixtures, or reducing test setup boilerplate.
☆ 79View skill
GitHub
mutation-test
Run mutation testing to validate test quality beyond code coverage. Use when assessing test effectiveness, finding weak tests, or validating test suite quality.
☆ 79View skill
GitHub
pytest-runner
Execute Python tests with pytest, supporting fixtures, markers, coverage, and parallel execution. Use for Python test automation.
☆ 79View skill
GitHub
workspace-health-check-skill
Assesses workspace alignment and suggests cleanup or realignment actions at key transition points. Use when relevant to the task.
☆ 79View skill
GitHub
voice-blend
Combine multiple voice profiles with weighted mixing to create hybrid voices. Use when relevant to the task.
☆ 79View skill
GitHub
repo-analyzer
Analyze GitHub repositories for structure, documentation, dependencies, and contribution patterns. Use for codebase understanding and health assessment.
☆ 79View skill
GitHub
incident-triage
Rapid incident classification, severity assessment, and response coordination. Use when relevant to the task.
☆ 79View skill
GitHub
competitive-intel
Gather and analyze competitive intelligence from multiple sources. Use when relevant to the task.
☆ 79View skill
GitHub
source-unifier
Merge multiple documentation sources (docs, GitHub, PDF) with conflict detection. Use when combining docs + code for complete skill coverage.
☆ 79View skill
GitHub
ralph-loop
Detect requests for iterative AI task loops and invoke the Ralph command
☆ 79View skill
GitHub
traceability-check
Verify bidirectional traceability from requirements to code to tests. Use when relevant to the task.
☆ 79View skill
GitHub
ai-pattern-detection
Detects AI-generated writing patterns and suggests authentic alternatives. Auto-applies when reviewing content, editing documents, generating text, or when user mentions writing quality, AI detection, authentic...
☆ 79View skill
GitHub
test-sync
Detect orphaned tests, obsolete assertions, and test-code misalignment. Use for test suite maintenance, cleanup, and traceability validation.
☆ 79View skill
GitHub
skill-packager
Package skills into uploadable ZIP files for Claude. Use after skill-builder/skill-enhancer to create final upload package. Use when relevant to the task.
☆ 79View skill
GitHub
config-validator
Validate AIWG configuration files and project setup for correctness and completeness. Use when relevant to the task.
☆ 79View skill
GitHub
qa-protocol
Multi-stage quality assurance protocol for marketing assets with channel-specific validation. Use when relevant to the task.
☆ 79View skill
GitHub
tdd-enforce
Configure TDD enforcement via pre-commit hooks and CI coverage gates. Use when setting up test-first development workflow, adding coverage gates, or enforcing TDD practices.
☆ 79View skill
GitHub
test-coverage
Analyze test coverage, identify gaps, and recommend test improvements. Use when relevant to the task.
☆ 79View skill
GitHub
nl-router
Route natural language requests to appropriate skills and workflows. Use when relevant to the task.
☆ 79View skill
GitHub
generate-factory
Auto-generate test data factories from schemas, types, or models. Use when creating test data infrastructure, setting up fixtures, or reducing test setup boilerplate.
☆ 79View skill
GitHub
doc-splitter
Split large documentation (10K+ pages) into focused sub-skills with intelligent routing. Use for massive doc sites like Godot, AWS, or MSDN.
☆ 79View skill
GitHub
test-sync
Detect orphaned tests, obsolete assertions, and test-code misalignment. Use for test suite maintenance, cleanup, and traceability validation. Use when relevant to the task.
☆ 79View 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.