Browse published AI skills maintained by seanchatmangpt. Compare skill descriptions and follow each source repository for setup instructions.
Indexed skills
15Repository stars across indexed skills
36Repository forks
9Average repository stars per indexed skill
2Repository stars may repeat across skills from the same repository.
Implements Adversarial Agile Processes (AAP) for document and code review. Challenges assumptions, questions decisions, and suggests improvements. Use when reviewing PRs, documentation, or architectural decisio...
Generates and maintains codebase context documentation (.context.md files). Implements the Codebase Context Specification for AI-friendly project documentation. Activates when documenting architecture or onboar...
Enterprise architecture patterns following TOGAF ADM methodology. Implements capability-driven design, federated architecture, and technology-agnostic specifications. Activates for enterprise-scale architecture...
Comprehensive skill for working with Agile Protocol Specification documentation. Automatically activates when creating, editing, or reviewing APS content. Provides templates, naming conventions, and document li...
Three-phase task execution framework with refinement strategies and role-specific prompting. Automatically activates when designing prompts, optimizing task flows, or implementing iterative improvement patterns...
Backend-for-Frontend architecture patterns for API aggregation, data transformation, and client-specific optimization. Activates when designing API layers between backends and frontends or implementing data tra...
Master RDF ontologies and Turtle (TTL) syntax for feature specifications, domain models, and architecture plans.
Extract invariants from specification, encode in types/structure, enable single-pass construction.
Master Poka-Yoke error-proofing from Toyota Production System. Design systems that prevent mistakes through structure, not vigilance.
Master Chicago TDD (state-based testing). Verify observable behavior with real collaborators using AAA pattern.
Master Cargo Make build orchestration. Poka-yoke error-proofing, SLO enforcement (check
Verify 100% specification closure before Big Bang 80/20 single-pass construction.
Model Context Protocol integration for external tools (GitHub, filesystem, SPARQL).
Replace human review with reproducible evidence. Always provide deterministic receipts, never narratives.
10-agent parallel orchestration for EPIC 9 atomic cycle (fan-out → construction → collision → convergence).
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.