SERVICES — LEARNING (TERMINAL)

inherits: hadleylab-canonic/DEXTER/SERVICES/CANON.md


Patterns

Date Signal Pattern Source
2026-02-14 Self-discovery only works when catalog state is derived from directories, not manual lists SERVICES/CANON.md  
2026-02-14 Root scopes without COVERAGE/LEARNING files create silent drift in meta-learning SERVICES scope audit  
2026-02-14 TALK ledgers show operational truth: exercised services accumulate learning, idle services remain sparse TALK/LEARNING.md + TALK/*/LEARNING.md  
2026-02-14 Generator and conversation services require a shared meta-gov loop: discover -> update -> learn GENERATOR/CANON.md + TALK/CANON.md  
2026-02-14 Runtime attestation closure works: two consecutive DISCOVER -> UPDATE runs produced identical manifest hashes ~/.canonic/SERVICES/SHOP/SERVICES/SERVICES-ATTESTATION.md  
2026-02-14 Playbook extraction must consume governed LEARNING with explicit scope filters to avoid precanonic contamination PLAYBOOKS/CANON.md  
2026-02-14 Realtime operation trust needs governed health metrics and incident ledgering HEALTH/CANON.md + HEALTH/LEARNING.md  
2026-02-14 Uniform service governance + frontend accessibility prevents orphan runtime features SERVICES/DESIGN.md  
2026-02-15 Provider infrastructure belongs in governed leaf scopes (MAGIC/RUNPOD, MAGIC/VASTAI) so runtime route changes inherit closure/backprop rules MAGIC provider scopes  
2026-02-15 NEW_TERM New concept: RUNPOD 392c751
2026-02-15 NEW_TERM New concept: COLD 392c751
2026-02-15 NEW_TERM New concept: COMPAT 392c751
2026-02-15 NEW_TERM New concept: SERVERLESS 392c751
2026-02-15 NEW_TERM New concept: ADAPTER 392c751
2026-02-15 NEW_SCOPE New governance domain: DEXTER 392c751
2026-02-15 NEW_SCOPE New governance domain: DEXTER/SERVICES/FOUNDATION 392c751
2026-02-15 NEW_SCOPE New governance domain: DEXTER/SERVICES/GENERATOR 392c751
2026-02-15 NEW_SCOPE New governance domain: DEXTER/SERVICES/GENERATOR/DEAL 392c751
2026-02-15 NEW_SCOPE New governance domain: DEXTER/SERVICES/MAGIC/RUNPOD 392c751
2026-02-15 NEW_SCOPE New governance domain: DEXTER/SERVICES/PLAYBOOKS 392c751
2026-02-15 NEW_SCOPE New governance domain: DEXTER/SERVICES/TALK 392c751
2026-02-15 NEW_SCOPE New governance domain: DEXTER/SERVICES/TALK/FINCHAT 392c751
2026-02-15 NEW_SCOPE New governance domain: DEXTER/SERVICES/TALK/LAWCHAT 392c751
2026-02-15 NEW_SCOPE New governance domain: DEXTER/SERVICES/TALK/MAMMOCHAT 392c751
2026-02-15 NEW_SCOPE New governance domain: DEXTER/SERVICES/TALK/MEDCHAT 392c751
2026-02-15 NEW_SCOPE New governance domain: DEXTER/SERVICES/TALK/ONCOCHAT 392c751
2026-02-15 NEW_COMPOSITION New composition: COVERAGE + ROADMAP 392c751
2026-02-15 NEW_COMPOSITION New composition: COMMUNITY + TRIAD 392c751
2026-02-15 NEW_COMPOSITION New composition: BUSINESS + COMMUNITY 392c751
2026-02-15 NEW_COMPOSITION New composition: ENTERPRISE + BUSINESS 392c751
2026-02-15 NEW_COMPOSITION New composition: AGENT + ENTERPRISE 392c751
2026-02-15 NEW_COMPOSITION New composition: MAGIC + FULL 392c751
2026-02-15 NEW_CONSTRAINT New constraint: 7. MUST treat canonic-canonic as the official business authority 392c751
2026-02-15 EXTINCTION Extinction: SPEC removed (18 occurrences) 392c751
2026-02-15 NEW_TERM New concept: APP_PATH eb50ce5
2026-02-15 NEW_CONSTRAINT New constraint: MUST: Every service scope carry tier-complete surfaces: CANON/README/{SCOPE}.md/VOCAB/ROADMAP/CO eb50ce5
2026-02-15 NEW_CONSTRAINT New constraint: MUST: Generated fleet mapping source SHALL be ~/.canonic/SERVICES/GENERATOR/services-manifest.js df86fcb
2026-02-15 NEW_SCOPE New governance domain: DEXTER/SERVICES/LEARNING 0bb37a6
2026-02-15 NEW_CONSTRAINT New constraint: MUST: Service update SHALL backpropagate to SERVICES/README.md, SERVICES/COVERAGE.md, SERVICES/S 0bb37a6
2026-02-15 NEW_COMPOSITION New composition: RUNPOD + VASTAI 6673dc4
2026-02-15 NEW_CONSTRAINT New constraint: MUST: Service update SHALL backpropagate to SERVICES/README.md, SERVICES/COVERAGE.md, SERVICES/L 6673dc4
2026-02-15 NEW_CONSTRAINT New constraint: 5. MUST record service events as a TIMELINE (LEDGER is for transactions). a452f03
2026-02-15 NEW_TERM New concept: DISCOVERING a260cf5
2026-02-15 NEW_TERM New concept: SCANNING a260cf5
2026-02-15 EVOLUTION Evolution: DISCOVER → LEARNING a260cf5
2026-02-15 EVOLUTION Evolution: DISCOVER → SCANNING a260cf5
2026-02-15 EVOLUTION Evolution: DISCOVER → DISCOVERING a260cf5
2026-02-15 EVOLUTION Evolution: LEARN → LEARNING a260cf5
2026-02-15 EVOLUTION Evolution: LEARN → SCANNING a260cf5
2026-02-15 EVOLUTION Evolution: LEARN → DISCOVERING a260cf5
2026-02-15 EVOLUTION Evolution: SCAN → LEARNING a260cf5
2026-02-15 EVOLUTION Evolution: SCAN → SCANNING a260cf5
2026-02-15 EVOLUTION Evolution: SCAN → DISCOVERING a260cf5
2026-02-15 NEW_TERM New concept: INVEST 1f9d5d4
2026-02-15 NEW_TERM New concept: SALE 1f9d5d4
2026-02-15 NEW_TERM New concept: DONATION 1f9d5d4
2026-02-15 NEW_TERM New concept: ROUTE 1f9d5d4
2026-02-15 NEW_TERM New concept: BILL 1f9d5d4
2026-02-15 NEW_SCOPE New governance domain: DEXTER/SERVICES/BOOK 1f9d5d4
2026-02-15 NEW_SCOPE New governance domain: DEXTER/SERVICES/SHOP 1f9d5d4
2026-02-23 EXTINCTION Extinction: VAULT child scopes struck (VAULT/DEALS, VAULT/FINANCIALS, VAULT/FORECASTS, VAULT/INTEL, VAULT/PATENTS, VAULT/RESERVES, VAULT/LEARNING). Promoted to flat SERVICES peers at Epoch 2. VAULT service contract stays — SHOP and VAULT are symmetric aggregator services. GOV contract at DEXTER/SERVICES/{SHOP,VAULT}/. Runtime instance projection at ~/.canonic/SERVICES/SHOP/ (inherits GOV SHOP). VAULT runtime at ~/.canonic/VAULT/ (top-level, pre-SERVICES). runtime cleanup
2026-02-15 NEW_COMPOSITION New composition: TRIAD + CANON 1f9d5d4
2026-02-15 NEW_COMPOSITION New composition: SPEC + TRIAD 1f9d5d4
2026-02-15 NEW_COMPOSITION New composition: COIN + WORK 1f9d5d4
2026-02-15 NEW_COMPOSITION New composition: BUSINESS + SPEC 1f9d5d4
2026-02-15 NEW_COMPOSITION New composition: RESERVES + SALE 1f9d5d4
2026-02-15 EXTINCTION Extinction: GOV removed (7 occurrences) 1f9d5d4
2026-02-15 EXTINCTION Extinction: UPDATE removed (4 occurrences) 1f9d5d4
2026-02-15 EXTINCTION Extinction: SHALL removed (14 occurrences) 1f9d5d4
2026-02-15 EXTINCTION Extinction: ENTERPRISE removed (3 occurrences) 1f9d5d4
2026-02-15 EXTINCTION Extinction: HEALTH removed (4 occurrences) 1f9d5d4
2026-02-14 NEW_SCOPE New governance domain: DEXTER/SERVICES/HEALTH e453f94
2026-02-14 NEW_CONSTRAINT New constraint: 7. This contract MUST conform to /Users/iDrDex/CANONIC/hadleylab-canonic/DEXTER/SERVICES/SPEC.md. e453f94
2026-02-14 NEW_TERM New concept: IDF_CLOSE_ALL 4c33698
2026-02-14 NEW_TERM New concept: IDF_REPO_PIN 4c33698
2026-02-14 NEW_TERM New concept: RELINK 4c33698
2026-02-14 NEW_SCOPE New governance domain: DEXTER/LEARNING 4c33698
2026-02-14 NEW_SCOPE New governance domain: DEXTER/SERVICES 4c33698
2026-02-14 NEW_SCOPE New governance domain: DEXTER/SERVICES/MAGIC 4c33698
2026-02-14 NEW_SCOPE New governance domain: DEXTER/DEALS/ATOM-AVINASH/LEARNING 4c33698
2026-02-14 NEW_SCOPE New governance domain: DEXTER/DEALS/MARK-MALEK/LEARNING 4c33698
2026-02-14 NEW_SCOPE New governance domain: LEARNING 4c33698
2026-02-14 NEW_COMPOSITION New composition: SPEC + SERVICES 4c33698
2026-02-14 NEW_COMPOSITION New composition: SPEC + HEALTH 4c33698
2026-02-14 NEW_CONSTRAINT New constraint: MUST: Declare governance. 4c33698
2026-02-14 EXTINCTION Extinction: SCOPE removed (7 occurrences) 4c33698

LEARNING | SERVICES | 2026-02-17