GitHub
context-engineering
Active context curation to fight context rot. Curates what goes into limited context window from constantly evolving information universe. 39% improvement, 84% token reduction.
☆ 156View skill
VAMFI AI Skills
GitHub ↗Browse published AI skills maintained by VAMFI. Compare skill descriptions and follow each source repository for setup instructions.
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Indexed skills
5Repository stars across indexed skills
780Repository forks
105Average repository stars per indexed skill
156Repository stars may repeat across skills from the same repository.
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GitHub
research-methodology
Systematic approach for gathering authoritative, version-accurate documentation. Claude invokes this skill when research is needed before implementation. Ensures truth over speed while achieving both.
☆ 156View skill
GitHub
planning-methodology
Systematic approach for creating minimal-change, reversible implementation plans. Claude invokes this skill when transforming requirements/research into executable blueprints. Emphasizes simplicity, safety, and...
☆ 156View skill
GitHub
quality-validation
Systematic validation methodology for ResearchPacks and Implementation Plans. Provides scoring rubrics and quality gates to ensure outputs meet standards before proceeding to next phase. Prevents garbage-in-gar...
☆ 156View skill
GitHub
pattern-recognition
Systematic methodology for identifying, capturing, and documenting reusable patterns from implementations. Enables automatic learning and knowledge-core.md updates. Claude invokes this after successful implemen...
☆ 156View 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.