--- schema: "interfacedelta-service-md/1" target_key: "sha256:bbe7b94be2170c67805db1c267b33cbd7818a2ef9c1e2fbbfad7f0da7feb453b" origin: "https://goldseam.ksaworks.com" protocols: ["mcp"] observed_at: "2026-11-12T20:05:03.531Z" generated_at: "2026-11-13T01:55:59.587Z" record_url: "https://interfacedelta.com/atlas/sha256:bbe7b94be2170c67805db1c267b33cbd7818a2ef9c1e2fbbfad7f0da7feb453b" record_api: "https://interfacedelta.com/api/v1/record/services/sha256:bbe7b94be2170c67805db1c267b33cbd7818a2ef9c1e2fbbfad7f0da7feb453b" source: "InterfaceDelta atlas" license_note: "Use of this record is governed by https://interfacedelta.com/terms." --- # Service record: https://goldseam.ksaworks.com ## Identity - Origin: https://goldseam.ksaworks.com - Endpoints: https://goldseam.ksaworks.com/mcp - Protocols: mcp - Registry names: com.ksaworks/goldseam - First retained observation: 2026-11-12T20:05:03.531Z - Latest observation: 2026-11-12T20:05:03.531Z ## Tools - Tool 1: add\_to\_my\_selfie (mcp); inputs: descriptions, interests, package, position, proposed\_statements, skip\_topics; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 2: assemble\_my\_formal\_education (mcp); inputs: files, package; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 3: assemble\_my\_work\_and\_credentials (mcp); inputs: files, linkedin\_url, package; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 4: assert\_my\_life\_experiences (mcp); inputs: entries, package; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 5: certifications\_for\_occupation (mcp); inputs: limit, offset, soc; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 6: certifications\_for\_program (mcp); inputs: cip, limit, offset; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 7: checklist\_map (mcp); inputs: audience, carried, checklist, checklist\_id, courseatlas\_depth, depth, held, held\_offset; inputs omitted: 4; annotations: {"readOnlyHint":true} - Tool 8: checklists\_requiring\_learning\_unit (mcp); inputs: learning\_unit\_id, limit, offset; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 9: coach\_board (mcp); inputs: caption, coach\_id, image\_url, show, text, title; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"openWorldHint":true} - Tool 10: coach\_listen (mcp); inputs: coach\_id, seat, session\_ends\_at, wait\_seconds; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"openWorldHint":true} - Tool 11: coach\_say (mcp); inputs: coach\_id, cues, reply\_to, speaker, text, view; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"openWorldHint":true} - Tool 12: comparability\_for\_courses (mcp); inputs: audience, items, kind, limit, sources, target\_unitid; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 13: comparability\_for\_learning\_unit (mcp); inputs: audience, code, continuation\_context, direction, kind, learning\_unit\_id, limit, offset; inputs omitted: 6; annotations: {"readOnlyHint":true} - Tool 14: comparable\_map (mcp); inputs: audience, courseatlas\_depth, depth, item, kind, sources, target\_unitid; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 15: compare\_destinations (mcp); inputs: from\_soc, to\_socs; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 16: compare\_my\_major (mcp); inputs: level, majors, state; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 17: compare\_my\_school (mcp); inputs: held, level, major, package, unitids; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 18: compare\_program\_checklists (mcp); inputs: detail, institution\_offset, program, unitids; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 19: crosswalk\_code (mcp); inputs: code, limit, offset; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 20: draft\_my\_claims (mcp); inputs: aspiration, language, package, school; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 21: email\_me (mcp); inputs: kind, payload, to; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"openWorldHint":true} - Tool 22: expand\_term (mcp); inputs: term; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 23: explore\_from\_my\_selfie (mcp); inputs: channel, from\_descriptions, interest\_words, learning\_areas, limit, offset, package, prompted\_by; inputs omitted: 4; annotations: {"readOnlyHint":true} - Tool 24: find\_agreements (mcp); inputs: limit, offset, query, unitid; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 25: find\_catalogs (mcp); inputs: limit, offset, unitid; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 26: find\_checklists (mcp); inputs: detail, limit, offset, program\_id, query, unitid; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 27: find\_comparability (mcp); inputs: agreement\_id, bundle\_type, exam\_code, exam\_program, kind, learning\_unit\_id, limit, offset; inputs omitted: 5; annotations: {"readOnlyHint":true} - Tool 28: find\_institution (mcp); inputs: city, domain, exam\_credit, limit, locale, offset, on\_campus\_housing, online\_only; inputs omitted: 11; annotations: {"readOnlyHint":true} - Tool 29: find\_my\_best\_pathway (mcp); inputs: goal, held, level, limit, package, state; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 30: find\_my\_major (mcp); inputs: level, limit, offset, soc, state, words; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 31: find\_my\_school (mcp); inputs: also\_offers, award, city, cost\_max, delivery, exclude\_untestable, level, limit; inputs omitted: 7; annotations: {"readOnlyHint":true} - Tool 32: find\_pathways (mcp); inputs: agreement\_id, checklist\_id, limit, offset, query; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 33: find\_policies (mcp); inputs: limit, offset, query, unitid; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 34: find\_programs (mcp); inputs: city, limit, offset, query, state, unitid; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 35: find\_transfer\_frameworks (mcp); inputs: limit, offset, query; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 36: find\_transitions (mcp); inputs: class, from, from\_soc, limit, offset, prefer, state; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 37: get\_agreement (mcp); inputs: agreement\_id; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 38: get\_catalog (mcp); inputs: catalog\_id; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 39: get\_certification (mcp); inputs: id; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 40: get\_checklist (mcp); inputs: checklist\_id, item\_limit, item\_offset; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 41: get\_comparability (mcp); inputs: comparability\_id; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 42: get\_courseshelf\_performance (mcp); inputs: from, limit, min\_ms, outcome, storage\_details, to, tool; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 43: get\_courseshelf\_summary (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 44: get\_dictionary\_summary (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 45: get\_institution (mcp); inputs: organization\_id, unitid; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 46: get\_learning\_unit (mcp); inputs: learning\_unit\_id; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 47: get\_pathway (mcp); inputs: pathway\_id; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 48: get\_persona\_transcript (mcp); inputs: persona\_id, transcript\_type, vendor\_delay\_ms; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 49: get\_policy (mcp); inputs: policy\_id; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 50: get\_program (mcp); inputs: program\_id; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 51: get\_transfer\_framework (mcp); inputs: code, framework\_id, limit, offset, unitid; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 52: learning\_units (mcp); inputs: archived, code, courseatlas\_id, limit, offset, query, subject, unit\_type; inputs omitted: 1; annotations: {"readOnlyHint":true} - Tool 53: list\_issuers (mcp); inputs: limit, offset, query; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 54: list\_persona\_transcripts (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 55: look\_up\_word (mcp); inputs: word; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 56: mail\_my\_bio (mcp); inputs: email, kind, package, person\_consent, sections, selfie\_coding, title; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"openWorldHint":true} - Tool 57: make\_my\_selfie (mcp); inputs: package; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 58: my\_selfie\_checkpoint (mcp); inputs: continue\_with, note, package; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 59: my\_selfie\_ksa\_view (mcp); inputs: aspiration, language, package; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 60: occupations\_for\_certification (mcp); inputs: id, limit, offset; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 61: open\_coach (mcp); inputs: actor, coach, context, display\_mode, role, session\_minutes, size\_preset; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"openWorldHint":true} - Tool 62: open\_my\_coach (mcp); inputs: avatar\_conversation, avatar\_page, avatar\_replaced, avatar\_seat, avatar\_status, display\_mode, package, role; inputs omitted: 1; annotations: {"readOnlyHint":true} - Tool 63: playlist\_compare (mcp); inputs: against\_playlist\_id, checklist\_id, playlist\_id; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 64: playlist\_find\_pages (mcp); inputs: query, unitid; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 65: playlist\_open (mcp); inputs: checklist\_id; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 66: playlist\_policy\_diagnose (mcp); inputs: unitid; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 67: playlist\_policy\_infer (mcp); inputs: unitid; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false} - Tool 68: playlist\_policy\_open (mcp); inputs: checklist\_id, rebuild, unitid; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 69: playlist\_policy\_save (mcp); inputs: built\_by, policy, unitid; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false} - Tool 70: playlist\_policy\_standing (mcp); inputs: unitid; inputs omitted: 0; annotations: {"readOnlyHint":true} - Tool 71: playlist\_policy\_surf (mcp); inputs: ask, unitid; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false} - Tool 72: playlist\_policy\_survey (mcp); inputs: name, policy, unitid; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false} Tools omitted: 19. ## Effect readings (AI) - Tool 5 (certifications\_for\_occupation): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 5 purpose: ◇ AI reading; Lists professional certifications linked to an occupation identified by its SOC code, with optional paging.; lens: tool-purpose-v1; model: not recorded. - Tool 6 (certifications\_for\_program): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 6 purpose: ◇ AI reading; Lists certifications associated with an academic program code (CIP), with paging, as a broad, lower-precision match.; lens: tool-purpose-v1; model: not recorded. - Tool 7 (checklist\_map): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5. - Tool 8 (checklists\_requiring\_learning\_unit): ◇ AI reading; state: counted; reads (confidence 0.92); lens: side-effects@1; model: claude-haiku-5.5. - Tool 8 purpose: ◇ AI reading; Lists the checklists that require a given learning unit, with each matching requirement's award, group heading and source.; lens: tool-purpose-v1; model: not recorded. - Tool 10 purpose: ◇ AI reading; Returns whatever the user says next in a coach session, or a status like silent, quiet or session\_over.; lens: tool-purpose-v1; model: not recorded. - Tool 12 (comparability\_for\_courses): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 13 (comparability\_for\_learning\_unit): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5. - Tool 14 (comparable\_map): ◇ AI reading; state: counted; reads (confidence 0.8); lens: side-effects@1; model: claude-haiku-5.5. - Tool 15 (compare\_destinations): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5. - Tool 16 (compare\_my\_major): ◇ AI reading; state: counted; reads (confidence 0.88); lens: side-effects@1; model: claude-haiku-5.5. - Tool 18 (compare\_program\_checklists): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 18 purpose: ◇ AI reading; Shows each listed institution's published checklist and tuition and fee policy for a program, side by side, for comparison.; lens: tool-purpose-v1; model: not recorded. - Tool 19 (crosswalk\_code): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5. - Tool 21 (email\_me): ◇ AI reading; state: counted; sends_messages (confidence 0.88); lens: side-effects@1; model: claude-haiku-5.5. - Tool 22 (expand\_term): ◇ AI reading; state: counted; reads (confidence 0.84); lens: side-effects@1; model: claude-haiku-5.5. - Tool 24 (find\_agreements): ◇ AI reading; state: counted; reads (confidence 0.88); lens: side-effects@1; model: claude-haiku-5.5. - Tool 25 (find\_catalogs): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5. - Tool 25 purpose: ◇ AI reading; Lists published catalog editions held for an institution, noting each one's year, format and originating source.; lens: tool-purpose-v1; model: not recorded. - Tool 26 (find\_checklists): ◇ AI reading; state: counted; reads (confidence 0.91); lens: side-effects@1; model: claude-haiku-5.5. - Tool 26 purpose: ◇ AI reading; Lists the requirement checklists a school publishes for its awards, optionally filtered by keywords or program ID.; lens: tool-purpose-v1; model: not recorded. - Tool 27 (find\_comparability): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 28 (find\_institution): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 30 (find\_my\_major): ◇ AI reading; state: counted; reads (confidence 0.88); lens: side-effects@1; model: claude-haiku-5.5. - Tool 30 purpose: ◇ AI reading; Returns college majors for a person's interests or job code, with definitions, award levels, school counts and related jobs.; lens: tool-purpose-v1; model: not recorded. - Tool 31 (find\_my\_school): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 31 purpose: ◇ AI reading; Lists schools offering a chosen major and degree level, ordered by the count of the user's criteria each satisfies.; lens: tool-purpose-v1; model: not recorded. - Tool 32 (find\_pathways): ◇ AI reading; state: counted; reads (confidence 0.93); lens: side-effects@1; model: claude-haiku-5.5. - Tool 33 (find\_policies): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5. - Tool 34 (find\_programs): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 34 purpose: ◇ AI reading; Lists academic programs matching given words across institutions, optionally filtered by school, state or city.; lens: tool-purpose-v1; model: not recorded. - Tool 35 (find\_transfer\_frameworks): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 35 purpose: ◇ AI reading; Lists statewide or compact transfer frameworks, filtered by optional name or jurisdiction words, with version details when present.; lens: tool-purpose-v1; model: not recorded. - Tool 36 (find\_transitions): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5. - Tool 37 (get\_agreement): ◇ AI reading; state: counted; reads (confidence 0.92); lens: side-effects@1; model: claude-haiku-5.5. - Tool 37 purpose: ◇ AI reading; Returns one agreement by ID with its parties and the pathways, bundles and checklists citing it; signatories are excluded.; lens: tool-purpose-v1; model: not recorded. - Tool 38 (get\_catalog): ◇ AI reading; state: counted; reads (confidence 0.89); lens: side-effects@1; model: claude-haiku-5.5. - Tool 39 (get\_certification): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 40 (get\_checklist): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 41 (get\_comparability): ◇ AI reading; state: counted; reads (confidence 0.902); lens: side-effects@1; model: claude-haiku-5.5. - Tool 42 (get\_courseshelf\_performance): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5. - Tool 42 purpose: ◇ AI reading; Summarizes call log and outcome counts for the CourseShelf box, plus effective settings and database storage figures.; lens: tool-purpose-v1; model: not recorded. - Tool 43 (get\_courseshelf\_summary): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 43 purpose: ◇ AI reading; Summarizes CourseShelf's published build records: counts per catalog area, table row counts, sector and census verdicts.; lens: tool-purpose-v1; model: not recorded. - Tool 44 (get\_dictionary\_summary): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 45 (get\_institution): ◇ AI reading; state: counted; reads (confidence 0.88); lens: side-effects@1; model: claude-haiku-5.5. - Tool 45 purpose: ◇ AI reading; Returns one institution's identity, addresses, accreditations, costs and program counts, omitting contact people.; lens: tool-purpose-v1; model: not recorded. - Tool 46 (get\_learning\_unit): ◇ AI reading; state: counted; reads (confidence 0.92); lens: side-effects@1; model: claude-haiku-5.5. - Tool 47 (get\_pathway): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 48 purpose: ◇ AI reading; Returns a parsed example persona transcript, marked official or unofficial, with its processing steps and timings.; lens: tool-purpose-v1; model: not recorded. - Tool 49 (get\_policy): ◇ AI reading; state: counted; reads (confidence 0.92); lens: side-effects@1; model: claude-haiku-5.5. - Tool 50 (get\_program): ◇ AI reading; state: counted; reads (confidence 0.901); lens: side-effects@1; model: claude-haiku-5.5. - Tool 51 (get\_transfer\_framework): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 52 (learning\_units): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 53 (list\_issuers): ◇ AI reading; state: counted; reads (confidence 0.882); lens: side-effects@1; model: claude-haiku-5.5. - Tool 54 (list\_persona\_transcripts): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 55 (look\_up\_word): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 55 purpose: ◇ AI reading; Returns a word card with its meanings, related forms, matching occupation and skill codes, and a report of the lookup steps.; lens: tool-purpose-v1; model: not recorded. - Tool 56 (mail\_my\_bio): ◇ AI reading; state: counted; sends_messages (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 59 purpose: ◇ AI reading; Returns the evidence package with a skills Selfie built from the learner's own documents, for them to confirm or reject.; lens: tool-purpose-v1; model: not recorded. - Tool 60 (occupations\_for\_certification): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 63 (playlist\_compare): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 63 purpose: ◇ AI reading; Checks a candidate playlist against a confirmed golden reference line by line, or against another saved playlist; read-only.; lens: tool-purpose-v1; model: not recorded. - Tool 64 (playlist\_find\_pages): ◇ AI reading; state: counted; reads (confidence 0.93); lens: side-effects@1; model: claude-haiku-5.5. - Tool 65 purpose: ◇ AI reading; Checks whether a checklist has a stored requirements playlist for the school's policy and returns its trust status.; lens: tool-purpose-v1; model: not recorded. - Tool 66 (playlist\_policy\_diagnose): ◇ AI reading; state: counted; reads (confidence 0.9); lens: side-effects@1; model: claude-haiku-5.5. - Tool 67 (playlist\_policy\_infer): ◇ AI reading; state: counted; creates (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5. - Tool 68 purpose: ◇ AI reading; Starts or reuses a school's institution-wide policy, returning the stored rules or a manifest of pages to read before saving a new one.; lens: tool-purpose-v1; model: not recorded. - Tool 69 purpose: ◇ AI reading; Adds a school's course-designation and award policy, checked against captured sources; invalid policies are stored as rejected.; lens: tool-purpose-v1; model: not recorded. - Tool 70 (playlist\_policy\_standing): ◇ AI reading; state: counted; reads (confidence 0.86); lens: side-effects@1; model: claude-haiku-5.5. ## Change history No changes recorded in the retained history. ## Payment rails - Protocols observed: none. - HTTP 402 seen in retained observations: false. ## Not covered - We don't call tools. - We don't rate or certify. - We don't publish prices. - We cover only what was observed. ## Evidence - Identity: observed / declared; observation time: 2026-11-12T20:05:03.531Z. - Tools: declared; observation time: 2026-11-12T20:05:03.531Z. - Effect readings (AI): AI reading; observation time: 2026-11-12T20:05:03.531Z. - Change history: observed; observation time: 2026-11-12T20:05:03.531Z; change observation times: none. - Payment rails: observed; observation time: 2026-11-12T20:05:03.531Z. ```json { "schema": "interfacedelta-service-md/1", "target_key": "sha256:bbe7b94be2170c67805db1c267b33cbd7818a2ef9c1e2fbbfad7f0da7feb453b", "origin": "https://goldseam.ksaworks.com", "protocols": [ "mcp" ], "observed_at": "2026-11-12T20:05:03.531Z", "generated_at": "2026-11-13T01:55:59.587Z", "record_url": "https://interfacedelta.com/atlas/sha256:bbe7b94be2170c67805db1c267b33cbd7818a2ef9c1e2fbbfad7f0da7feb453b", "record_api": "https://interfacedelta.com/api/v1/record/services/sha256:bbe7b94be2170c67805db1c267b33cbd7818a2ef9c1e2fbbfad7f0da7feb453b", "source": "InterfaceDelta atlas", "license_note": "Use of this record is governed by https://interfacedelta.com/terms.", "identity": { "origin": "https://goldseam.ksaworks.com", "endpoints": [ "https://goldseam.ksaworks.com/mcp" ], "protocols": [ "mcp" ], "registry_names": [ "com.ksaworks/goldseam" ], "first_retained_observation": "2026-11-12T20:05:03.531Z", "latest_observation": "2026-11-12T20:05:03.531Z" }, "tools": [ { "name": "add_to_my_selfie", "protocol": "mcp", "inputs": [ "descriptions", "interests", "package", "position", "proposed_statements", "skip_topics" ], "inputs_omitted": 0, "annotations": { "readOnlyHint": true }, "effects": null }, { "name": "assemble_my_formal_education", "protocol": "mcp", "inputs": [ "files", "package" ], "inputs_omitted": 0, "annotations": { "readOnlyHint": true }, "effects": null }, { "name": "assemble_my_work_and_credentials", "protocol": "mcp", "inputs": [ "files", "linkedin_url", "package" ], "inputs_omitted": 0, "annotations": { "readOnlyHint": true }, "effects": null }, { "name": "assert_my_life_experiences", "protocol": "mcp", "inputs": [ "entries", "package" ], "inputs_omitted": 0, "annotations": { "readOnlyHint": true }, "effects": null }, { "name": "certifications_for_occupation", "protocol": "mcp", "inputs": [ "limit", "offset", "soc" ], "inputs_omitted": 0, "annotations": { "readOnlyHint": true }, "effects": { "marker": "◇ AI reading", "state": "counted", "classes": [ { "class": "reads", "confidence": 0.9 } ], "lens": "side-effects@1", "model": "claude-haiku-5.5" }, "purpose": { "marker": "◇ AI reading", "text": "Lists professional certifications linked to an occupation identified by its SOC code, with optional paging.", "lens": "tool-purpose-v1", "model": null } }, { "name": "certifications_for_program", "protocol": "mcp", "inputs": [ "cip", "limit", "offset" ], 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"unitid" ], "inputs_omitted": 0, "annotations": { "readOnlyHint": true }, "effects": { "marker": "◇ AI reading", "state": "counted", "classes": [ { "class": "reads", "confidence": 0.9 } ], "lens": "side-effects@1", "model": "claude-haiku-5.5" } }, { "name": "playlist_policy_infer", "protocol": "mcp", "inputs": [ "unitid" ], "inputs_omitted": 0, "annotations": { "readOnlyHint": false, "destructiveHint": false, "idempotentHint": false, "openWorldHint": false }, "effects": { "marker": "◇ AI reading", "state": "counted", "classes": [ { "class": "creates", "confidence": 0.85 } ], "lens": "side-effects@1", "model": "claude-haiku-5.5" } }, { "name": "playlist_policy_open", "protocol": "mcp", "inputs": [ "checklist_id", "rebuild", "unitid" ], "inputs_omitted": 0, "annotations": { "readOnlyHint": true }, "effects": null, "purpose": { "marker": "◇ AI reading", "text": "Starts or reuses a school's institution-wide policy, returning the stored rules or a manifest of pages to read before saving a new one.", "lens": "tool-purpose-v1", "model": null } }, { "name": "playlist_policy_save", "protocol": "mcp", "inputs": [ "built_by", "policy", "unitid" ], "inputs_omitted": 0, "annotations": { "readOnlyHint": false, "destructiveHint": false, "idempotentHint": false, "openWorldHint": false }, "effects": null, "purpose": { "marker": "◇ AI reading", "text": "Adds a school's course-designation and award policy, checked against captured sources; invalid policies are stored as rejected.", "lens": "tool-purpose-v1", "model": null } }, { "name": "playlist_policy_standing", "protocol": "mcp", "inputs": [ "unitid" ], "inputs_omitted": 0, "annotations": { "readOnlyHint": true }, "effects": { "marker": "◇ AI reading", "state": "counted", "classes": [ { "class": "reads", "confidence": 0.86 } ], "lens": "side-effects@1", "model": "claude-haiku-5.5" } }, { "name": "playlist_policy_surf", "protocol": "mcp", "inputs": [ "ask", "unitid" ], "inputs_omitted": 0, "annotations": { "readOnlyHint": false, "destructiveHint": false, "idempotentHint": false, "openWorldHint": false }, "effects": null }, { "name": "playlist_policy_survey", "protocol": "mcp", "inputs": [ "name", "policy", "unitid" ], "inputs_omitted": 0, "annotations": { "readOnlyHint": false, "destructiveHint": false, "idempotentHint": false, "openWorldHint": false }, "effects": null } ], "tools_omitted": 19, "tools_state": "recorded", "changes": [], "payment_rails": { "protocols": [], "http_402_seen": false }, "not_covered": [ "We don't call tools.", "We don't rate or certify.", "We don't publish prices.", "We cover only what was observed." ], "evidence": [ { "section": "Identity", "classes": [ "observed", "declared" ], "observed_at": "2026-11-12T20:05:03.531Z" }, { "section": "Tools", "classes": [ "declared" ], "observed_at": "2026-11-12T20:05:03.531Z" }, { "section": "Effect readings (AI)", "classes": [ "AI reading" ], "observed_at": "2026-11-12T20:05:03.531Z" }, { "section": "Change history", "classes": [ "observed" ], "observed_at": "2026-11-12T20:05:03.531Z", "observation_times": [] }, { "section": "Payment rails", "classes": [ "observed" ], "observed_at": "2026-11-12T20:05:03.531Z" } ] } ```