com.ksaworks/goldseam
com.ksaworks/goldseamThe U.S. Marketplace of Learning2Earning Opportunity | Sourced checklists, progress, prior learning
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Tools · 91
Which certification is this prose name? Start here for any plain question — a trade, field, job, skill, or company in everyday words. Returns candidates with ids, issuers, and source basis — candidate…
Everything held about one certification: issuer and issuer domain, occupations served, exam and renewal requirements, education-or-experience routes, Credential Engine registry identity where held, an…
What certifications serve this occupation? SOC-keyed lookup (dashed SOC accepted with or without the O*NET .00 suffix).
What occupations does this certification serve?
What else serves the same occupation? Traverses on SOC only — a certification sharing solely an instructional program (CIP) is not related (contract § 4).
Broad academic cross-reference by instructional program (CIP). A deliberately broader, lower-precision question than an occupation lookup — never its peer (contract § 4).
The issuing organizations, optionally filtered by a name query.
Where does a word place in the KSA model? The KSA Dictionary is the shared vocabulary that defines the terms a learner uses to assert what they know, do, and are — and the terms a learning offering us…
What is this word, upward? Walks the WordNet is-a (hypernym) chain meaning to parent meaning, from the word's KSA-mapped sense toward its broader categories, so every step stays in the sense it starte…
What does the KSA Dictionary hold? The words and meanings it places, the governed terms, the O*NET content-model elements, the link words and the CIP-SOC crosswalk, each with its own version and build…
What does this one word reach? Answers the word as a card: its meanings (each with its definition and part of speech), its family of attested forms and the catalog's own use of it, its KSA placement o…
Which words reach this code? Given an O*NET element id (2.B.1.d), an O*NET-SOC or SOC code (13-1131.00, 13-1131), a CIP code (52.0201), an O*NET Technology Skills (Software Skills) category, a Tools U…
What does this code cross to? Auto-detects the family — dotted CIP (52.0201) or dashed SOC (11-1021, O*NET .00 suffix accepted) — and answers the other family's codes and titles from the federal CIP-S…
Open a visible coach (coach, advisor, counselor, teacher, mentor or another role) in this chat as an MCP App view, for any GoldSeam service. Give the role and your service's own context in any shape; …
Send the open coach the words you are saying, so its picture's mouth moves and it blinks with them. In the internal voice (the coach's voice unless the person chose one of GoldAvatar's on the view) th…
Listen for the person's next spoken reply to the open coach: only when the person has turned Talk on at the coach view. The coach opens with Talk muted; the person then talks to you through this chat …
Show the whiteboard beside the open coach, or close it (show false). It shows a title, an answer's text and a picture: image_url is an https picture on the web, which GoldSeam fetches for the view (th…
How often have playlists been explored? Counts from the GoldSeam Playlist store: policies and playlists by status, explorations with hits and first runs, the most-explored playlists, one playlist's li…
Start or reuse one school's policy: its institution-wide rules, worked out once and used by every playlist at that school. Finds the school's captured pages that carry institution-wide rules, then ans…
Read one section named in a manifest, in full: give unitid for a section of a school's policy (from playlist_policy_open), or checklist_id for a section of a checklist's playlist (from playlist_open).…
Search every capture held for one school, across all of its catalog folders, not only the pages playlist_policy_open selected. Use it when a designation, award rule or note is not in the manifest's se…
Diagnose one school's policy: what stands between the school and a policy, read and nothing else. No model is called, nothing is saved and nothing in the store is changed. Give unitid. The answer give…
One school's policy as the Playlist Builds list shows it, read and nothing else. No model is called and nothing is saved. Give unitid. The answer gives policy_in_use, the policy an open or a run would…
Surf: ask Gather for a walk of one school's catalog pages, or read where that walk stands. Give unitid; give ask true to record the ask, and leave it out to only read. This tool starts no walk and no …
Save a basic policy for one school from the server's own inference, with no AI. Give unitid. It saves one award rule for each award title the server can infer a minimum for (from the school's programs…
Save a policy for one school from a person's answers. Give unitid, name (the person who answered) and policy: award_rules, each an award_title with its min_credits and other conditions; designations, …
Save one school's policy after the server checks it. Every source is a capture_file held for the school, one playlist_policy_open named or one playlist_find_pages found (the cabinet path, without the …
Start or reuse one checklist's playlist: its requirements, with its school's policy, set out as an ordered sequence of lines. It needs a saved school policy and names playlist_policy_open as the next …
Save one checklist's playlist after the server checks it. lines is the ordered list of the playlist's lines. The server checks that line_ids are unique and order runs 1, 2, 3 without gaps; that the cr…
Play a person's held courses through a checklist's stored playlist and get their progress line by line. Give checklist_id and held, the whole list each time. Five held courses are landed per call: a c…
Share one run. Call this only when the person asks to share. Give the run_token of the run, the snapshot the person chose to share, includes_grades as true or false, and expires_at, which is required …
Revoke a share of a run and confirm it. Give the share_id playlist_share returned. The share's link no longer opens.
Record a review of one saved playlist or one saved school policy. Give playlist_id or policy_id, one and not both, with reviewer (a name), reviewer_type (human, school or ai_verifier) and decision (co…
Compare a candidate playlist with a golden checklist's golden playlist, line by line. The golden set is a small list of checklists. A checklist in it gets its golden playlist, its reference, only when…
What waits for human review. Each week 10 ai_verified playlists are picked at random, with every golden-set checklist that holds a reference playlist; a playlist the independent verifier's rebuilds le…
Compare what a program takes at several institutions: for each IPEDS UNITID, that institution's published checklist for the program (requirement groups, items, published credit strings — the work effo…
Which institution is this? A name or an IPEDS UNITID answers with the institution's identity, sector, identifiers with their sources, how many programs, checklists, and learning units its published ca…
What programs does this institution publish? Award, credential class, CIP, the published credit figure verbatim, catalog edition, the captured page each came from, and the checklist ids to pass to get…
What does this award require? One checklist: its requirement groups (every header and full item count), each group's items with published credit strings, alternatives, and — where an item resolved to …
What courses does this institution publish? Filter by subject abbreviation, course code (spaces and case ignored; any number the course prints), or title words; each course carries its published credi…
Everything held about one institution: its identity row, identifiers, addresses, websites, accreditations, relationships, identity history, published costs and calendar dates, each table under its own…
Which published catalog editions are held for this institution? Each catalog's edition year, format and source. Answers none held when the build holds none. Each row names its current FORM's wording s…
One catalog edition: its row, the institutions that use it (and whom it is shared from), and how many programs it holds. Each row names its current FORM's wording source: source_url, capture_file, cat…
Which programs match these words, across institutions? The words are read in each program's name and award title, its description, and its CIP's title and definition, and the programs come back in tha…
One program whole: its row, identifiers, offerings (campus resolved), its own footnotes (program_note) where held, its institution, and the checklists that lead to its award — pass one to get_checklis…
One course whole: its row, prerequisites and corequisites, aliases, terms offered, articulation statements and comparable members — each linked course resolved or stated unresolved, never guessed — pl…
Which academic policies does this institution publish (transfer credit, prior learning, tuition and fees …)? Optional words narrow them. Answers none held when the build holds none. Each row names its…
One published academic policy: its section, verbatim text, page, edition and source. Each row names its current FORM's wording source: source_url, capture_file, catalog_year and source_catalog_name ar…
Which checklists — the generic itinerary of requirements for an award — does this institution publish? Optional words (Computer Science, welding, computer) narrow them: they are read in the award titl…
Which articulation or transfer agreements are held? Optional title words, or an institution's UNITID as a party. Answers none held when the build holds none. Each row names its current FORM's wording …
One agreement: its row, its parties (organizations resolved), and the pathways, comparability bundles and checklists that cite it. Signatories name people and are not served. Each row names its curren…
Which pathways are held? Optional title words, an agreement id, or a checklist id. Answers none held when the build holds none. Each row names its current FORM's wording source: source_url, capture_fi…
One pathway: its row and the checklist and agreement it links. Contacts name people and are not served. Each row names its current FORM's wording source: source_url, capture_file, catalog_year and sou…
Count and list stored comparability bundles by type, sending institution, receiving institution, source authority and known/inferred kind, with agreement, learning-unit and exam filters. Filters combi…
One comparability bundle: its row (credits awarded published beside any parse), the receiving institution, and its source and substitute courses, each resolved or stated unresolved. Each row names its…
Which statewide or compact transfer frameworks are held? Optional name or jurisdiction words. Answers none held when the build holds none. Each row names its current FORM's wording source: source_url,…
One transfer framework: its row, authority, codes with their meanings, and the courses mapped to it (resolved), a page at a time. Narrow the courses to one school (unitid) or one framework code (code)…
Which checklists require this course? Each requirement item that resolved to it, with its checklist id, award and group heading. Items that did not resolve to a course are never guessed into this list…
Which programs or courses match, and where? Words, a subject (CIP family, or unknown), a course subject prefix, a credential class, an award as published, and a school's state, city, type or UNITID an…
What does CourseShelf hold? From the records published with the build, read as published and never computed: per catalog area, how many institutions have loaded content and how many records were loade…
Where does a course land, and what lands on it? Reuses GoldCheck's combined parent for published CourseShelf comparables, school-published CourseAtlas equivalencies, and each source's separate inferre…
Where does each course or exam land at one receiving school? Each typed item uses GoldCheck's shared combined parent, retaining its full evidence and separate known/inferred results. Sources 1-4 selec…
How did calls to the CourseShelf box perform? From the box's call log: each call that reached the box, newest first, with its time (at), tool, outcome (answered; stopped by a budget; busy, queue full …
Where can this occupation lead? For a SOC code: destination occupations, each with its typed roads (published by O*NET or by a credential serving both; mapped through the CIP-SOC crosswalk), each road…
Line up 2 to 6 destination occupations side by side from one occupation: the bridge size (credential only, or the program bridges' awards as published), O*NET demand (median wage, outlook, bright outl…
Will my prior credits apply as credit at my target school? For each thing a person holds (an exam and its score, in any exam programme this build holds, or a course taken at a school) the combined che…
What is one thing I hold comparable to at a school I am considering? One learning unit of any kind - a course at the school it was taken at, an exam at a score, a learning unit by id, or a certificati…
How far along am I in a program at a school I am considering? One checklist at any target school, chosen by its name or title (or its checklist_id), line by line against what a person holds. Each held…
Read a person's transcripts into their evidence package: each file's text and status, its courses and exams as rows, and the items will_my_credits_transfer takes (courses as { unitid or school, code }…
Read a person's resume, LinkedIn export, certificates, military records and apprenticeship records into their evidence package: each file's text and status, and the credential signals the certificate,…
Record what a person says they have done outside school and work (family, clubs, sports, faith, travel, self-taught projects, challenges) in their evidence package, each placed in a Selfie dimension b…
The person's Selfie from their evidence package, read from their own words through the KSA Dictionary by pattern matching, with no AI: the same package gives the same Selfie. The seven dimensions (ski…
Make the credit claims a person's learning supports, from their package. The answer names its path in `path`. The GoldSeam path (`goldseam`): when the package holds a GoldSeam Selfie (make_my_selfie, …
Where is a person in the program they are aiming for, and what may their learning meet? Name the program with `checklist_id` (find it with find_programs at that school) and the answer is that program'…
The example personas whose transcripts can be used in a demonstration: each persona_id, display name and description, the schools its transcript comes from, and the transcript types it offers (officia…
One example persona's transcript, parsed now by assemble_my_formal_education: `held` (the course list will_my_credits_transfer, checklist_map and comparable_map take, unchanged), `courses` (each cours…
What should I study? For a person's own words — an interest, a subject or a job — or a job code (SOC), the majors that answer. Each major carries its plain definition (NCES verbatim), the award levels…
How do these majors differ? Two to five majors at one level, side by side: definition, the schools offering it, the jobs and their outlook from O*NET, and earnings at 1 and 5 years with debt — given a…
Where can I study this? A match-up, not a dump: for a major and a level, the schools that award it, ranked by how many of the person's own criteria each one meets, with met, not met and not testable k…
Which of these schools is better for me? Two to five schools, one major and a level, side by side: program and award, credits required verbatim, requirements compared line by line, and — when the pers…
What's my best way there? For a goal — a major or a job — and what the person brings (courses, exams, their Competency Selfie, work and life experience), the paths to it, each saying WHY it ranks wher…
Start or continue a person's conversational Selfie interview. Returns the question groupings (Performer's original questions: formal learning, work, life history and the reflective topics), their purp…
Record what the person said, in their own words, and the statements you propose from it. Each description names the topics it touched (question keys or grouping ids from make_my_selfie) and, for a lif…
Record the person's own answer to proposed statements: affirm, correct (corrected_text), expand (addition), reject, remove, place (grouping, the person's own choice), or attach_evidence (a document pa…
The person's Selfie itemized within the seven KSA groupings: each statement in plain words, what it came from (their words, a life event, a document passage), its KSA Dictionary connection, their affi…
Summarize the interview so far: statements by grouping and affirmation, the person's interests and the possibilities explored (each with its source, what prompted it, the statements supporting it with…
Optional evidence: read a document the person chooses to share and return its text and origin, so you can propose statements from its passages for the person to affirm. Reads PDF, Word (.docx) and pla…
Explore careers and further learning in either direction. From the person's learning: the occupations and program areas their statements (proposed ones too, with their affirmation shown), the phrases …
When the person says "Open my coach" (or advisor, counselor, teacher, mentor): returns the call to GoldSeam's open_coach that opens the coach (GoldCoach, a view in this chat) for this same interview, …
The bio builder: mail the person, as a Word (.docx) document that Word, Google Docs and Pages open, the resume, CV, profile or portfolio written from their Selfie. resume: one or two pages for an appl…
Email the person something they asked for, through GoldSeam's one mail service, sent from Guided by AcademyOne for KSAWorks. Call it only on the person's own request, to the address they typed in this…
Resources · 6
What GoldSeam is, the areas that serve, how to read an answer, what it will not do, and the questions to start with.
goldseam://start
What this collection is — the source table's own scope statement, verbatim.
goldseam://industry_certifications/scope
The confidence ladder with its written definitions, verbatim. c describes source, not grade.
goldseam://industry_certifications/confidence
The source table's definitions block, verbatim.
goldseam://industry_certifications/definitions
The source table's CTDL block, verbatim.
goldseam://industry_certifications/ctdl
The coach: a visible coach in the chat (Claude's own picture, moving with Claude's words in the internal voice), its captions, the person's Talk control, and what the host supports
ui://goldseam/goldcoach-1260.html
Prompts · 8
A school's programs, and what one of them requires, from the school's own published catalog.
A course already taken, and what the receiving schools' own published rules say it lands as.
A score in any exam programme this build holds, read against a named school's own published rules, and the programs the credit would serve.
The certifications that serve an occupation, what each requires, and the organizations that issue them.
The destinations reachable from an occupation, the roads that join them, and what it would take to get there.
Where a word places in the KSA model, across the governed lexicon, the O*NET content model and a WordNet-derived index.
A conversation about what you have learned and done — at school, at work and in life — that builds your Competency Selfie from your own words. No document is needed to begin.
Gather your transcripts, work, credentials and life experiences, see your Selfie, and find what may count for credit at a school you choose.
How to use
Claude Desktop or claude.ai: add a custom connector (Customize → Connectors; on Team and Enterprise plans an owner adds it under Organization settings → Connectors) with this server URL: https://goldseam.ksaworks.com/mcp
Cursor or Cline: add to your MCP config:
{
"mcpServers": {
"com.ksaworks/goldseam": {
"url": "https://goldseam.ksaworks.com/mcp",
"transport": "streamable-http"
}
}
}