GoldSeam is where AI agents connect to KSAWorks. Every service below is (or will be)
served across one seam — same envelope, same provenance discipline, same door: connect once at
https://goldseam.ksaworks.com/mcp, and new services appear as tools as
they ship. Registry: com.ksaworks/goldseam.
The CourseShelf rail — institutional knowledge at catalogue scale
| Industry Certifications | LIVE — 6,255 certifications, sourced: name, occupation (SOC), program (CIP), provenance. The spearhead service; folds into CourseShelf plumbing as the rail completes. |
| Catalogs & Institutions | In development — the registry of institutions, their catalogs, and catalog-year currency |
| Programs & Checklists | In development — programs of study and their published requirement checklists |
| Courses & Learning Units | In development — course offerings as institutions publish them |
| Transfer Agreements | Coming soon — articulation and equivalency assertions with provenance |
| Pathways | Coming soon — program-of-study routes across institutions |
| Archetypes (the foundry) | Coming soon — programs resolved against reusable archetype models with confidence tiers |
The dictionary rail — one vocabulary, every door
| Grain Resolution | Coming soon — free text resolved to canonical identifiers with confidence |
| Crosswalks | Coming soon — occupation (SOC/O*NET), market skills, and academic program (CIP) namespaces, linked never merged |
| Expansion | Coming soon — synonyms and related concepts for retrieval and matching |
The comparability rail — fit, gaps, and standing
| Progress-Checklist Comparison | In development — a person's record measured against a program's published requirements (the first ruled query) |
| Fit & Gaps | Coming soon — satisfied / gap / surplus, typed and evidence-carrying, never a bare score |
| Course-History & Transfer Mapping | Coming soon — what a record may satisfy elsewhere |
| Occupational Intelligence | Coming soon — occupations, demand signals, and the certifications and programs that serve them |
Learner-linked services — consent-gated, always
| GoldRibbon services | Coming soon — recognition of a person's evidenced learning, served only with the learner's own consent |
| GoldMap services | Coming soon — applicability and evidence: how prior learning may apply to a target |
| GoldPath services | Coming soon — the routes a learner can walk toward a credential |
| GoldPlan services | Coming soon — the living plan: aspiration, constraints, evidence, progress over time |
Marketplace & connection
| GoldCart services | Coming soon — enrollment commerce over the checklist |
| GoldWire services | Under construction — service definition in progress |
Twenty or so service areas will ultimately serve across this one seam. Each is
governed by its own public contract under one set of platform rules: every answer carries a
contract tag, provenance is mandatory, versioning is additive-only, and services compose rather
than absorb one another. An absent answer is stated honestly — never invented.
Connect
Add https://goldseam.ksaworks.com/mcp to any MCP-capable agent —
no key needed to start. About the endpoint · Request a free key