v0.3.0: finish Async Embedding Gateway — mark-vector-stale, cron, defskill, ROADMAP updates
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- Add mark-vector-stale(id, content): sets :vector to :pending, queues for re-embed - Register cron job (embed-all-pending every 10m on :reflex tier via orchestrator) - Add defskill :passepartout-system-model-embedding (priority 70) - Remove embedding from topological-sort exclusion list in core-skills - Export mark-vector-stale in core-defpackage - Contract: items 4 (mark-vector-stale) and 5 (cron registration) - Test: test-mark-vector-stale (5 checks) - ROADMAP: mark Context Manager, Async Embedding Gateway, TUI Experience as DONE - All v0.3.0 items now complete. Total: 5 suites, 85 checks, 0 failures
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@@ -385,7 +385,20 @@ Unified control plane for hooks, cron, and complexity-based routing.
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- Hooked into heartbeat for cron processing
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- Rule-based tier classifier (overrideable via ~*tier-classifier*~)
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**** TODO Context Manager (project scoping)
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**** DONE Context Manager (project scoping)
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CLOSED: [2026-05-05 Tue]
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:PROPERTIES:
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:ID: id-context-manager-scoping
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:CREATED: [2026-05-05 Tue]
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:END:
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:LOGBOOK:
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- State "DONE" from "TODO" [2026-05-05 Tue]
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:END:
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Stack-based project focusing with persistence.
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- ~push-context~/~pop-context~/~with-context~ stack operations
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- ~current-scope~ wired into perceive gate ~*scope-resolver*~
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- ~/focus~/~/scope~/~/unfocus~ TUI commands
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- Context stack persisted to ~~/.cache/passepartout/context.lisp~, auto-restores on boot
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**** DONE Model-Tier Routing (cost optimization)
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CLOSED: [2026-05-03 Sun 16:00]
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@@ -421,24 +434,43 @@ Extend memory-object with ~:scope~ property.
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- ~:memex~ (permanent knowledge), ~:session~ (ephemeral), ~:project~ (current work)
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- Scope-aware retrieval in memory layer
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**** TODO Asynchronous Embedding Gateway
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Provider-agnostic vector generation (Ollama, llama.cpp, OpenAI).
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Edits mark nodes as ~:vector :pending~; background worker batches and updates Merkle tree.
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**** DONE Asynchronous Embedding Gateway
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CLOSED: [2026-05-05 Tue]
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:PROPERTIES:
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:ID: id-async-embedding
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:CREATED: [2026-05-02 Sat 23:00]
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:END:
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:LOGBOOK:
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- State "DONE" from "TODO" [2026-05-05 Tue]
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:END:
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Provider-agnostic vector generation (Ollama, OpenAI, hashing fallback).
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- Three backends: local (Ollama-compatible), openai (/v1/embeddings), hashing (SHA-256)
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- ~embeddings-compute~ and ~*embedding-backend*~ for runtime provider selection
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- ~ingest-ast~ populates vectors at object creation time
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- ~mark-vector-stale~ marks vectors as ~:pending~ and queues for re-embedding
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- ~embed-all-pending~ drains queue, computes vectors, stores in ~*memory-store*~
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- Cron job registered with orchestrator: runs every 10m on ~:reflex~ tier
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- ~EMBEDDING_PROVIDER~ env var for provider selection
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- Registered as proper skill (~defskill~~:passepartout-system-model-embedding~)
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**** TODO TUI Experience (Daily Driver Quality)
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The TUI is a standalone Croatoan app in ~org/gateway-tui.org~.
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None of these changes require daemon modifications — the protocol between TUI and
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daemon (port 9105, framed plists) is stable.
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- P0: Chat scrollback (Page Up/Down) — ~2h
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- P0: Input history (up/down arrows) — ~1h
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- P1: Status bar (daemon, model, time) — ~3h
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- P1: Message rendering (timestamps, colors, wrapping) — ~2h
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- P2: Command palette (/help redesign) — ~4h
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- P2: Multi-line input (Shift+Enter) — ~3h
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- P3: Background activity indicator — ~2h
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- P4: Tab completion for / commands — ~3h
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- P4: Configurable theme — ~4h
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**** DONE TUI Experience (Daily Driver Quality)
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CLOSED: [2026-05-05 Tue]
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:PROPERTIES:
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:ID: id-tui-experience
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:CREATED: [2026-05-02 Sat 23:00]
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:END:
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:LOGBOOK:
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- State "DONE" from "TODO" [2026-05-05 Tue]
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:END:
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All P0-P4 items implemented:
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- P0: Chat scrollback (Page Up/Down), Input history (up/down arrows)
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- P1: Status bar (connection, mode, msg count, scroll, activity indicator)
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- P1: Message rendering (timestamps, colors, role icons)
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- P2: Command palette (~/help~ command listing)
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- P2: Multi-line input (~\ + Enter~ inserts newline)
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- P3: Background activity indicator (~…thinking~ spinner)
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- P4: Tab completion for all ~/~~ commands
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- P4: Configurable theme (~*tui-theme*~ plist, ~~/theme~~ command)
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**** DONE Human-in-the-Loop (HITL)
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CLOSED: [2026-05-03 Sun 14:00]
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@@ -92,6 +92,7 @@
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#:embed-all-pending
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#:embedding-backend-hashing
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#:embeddings-compute
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#:mark-vector-stale
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#:skill
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#:skill-name
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#:skill-priority
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@@ -98,7 +98,6 @@
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(string= n "core-manifest")
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(string= n "security-dispatcher")
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(string= n "system-model-router")
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(string= n "system-model-embedding")
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(string= n "system-model-explorer")
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(string= n "gateway-tui"))))
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all-files))
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@@ -106,6 +106,32 @@
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(log-message "EMBEDDING: Gateway loaded with provider ~a" *embedding-provider*)
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(defun mark-vector-stale (id &optional content)
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"Mark a memory object's vector as :pending and queue it for re-embedding.
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When content is not supplied, reads from the object in *memory-store*."
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(let* ((obj (gethash id *memory-store*))
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(text (or content (and obj (memory-object-content obj)))))
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(when obj
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(setf (memory-object-vector obj) :pending))
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(when text
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(push (list :id id :text text) *embedding-queue*)
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(log-message "EMBEDDING: Marked ~a vector stale, queued for re-embed" id))
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(or obj text)))
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(defskill :passepartout-system-model-embedding
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:priority 70
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:trigger (lambda (ctx) (declare (ignore ctx)) nil))
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;; Register periodic batch embedding via cron (when orchestrator available)
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(when (fboundp 'orchestrator-register-cron)
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(handler-case
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(orchestrator-register-cron :embed-batch
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"<2026-05-05 Tue +10m>"
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'embed-all-pending
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:reflex)
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(error (c)
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(log-message "EMBEDDING: Cron registration failed: ~a" c))))
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(eval-when (:compile-toplevel :load-toplevel :execute)
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(ql:quickload :fiveam :silent t))
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@@ -144,3 +170,19 @@
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(fiveam:is (= 1 (length *embedding-queue*)))
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(embed-all-pending)
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(fiveam:is (null *embedding-queue*))))
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(fiveam:test test-mark-vector-stale
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"Contract 4: mark-vector-stale sets vector to :pending and queues for re-embed."
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(let ((*embedding-queue* nil))
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;; Create an object in memory with a vector
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(let ((obj (make-memory-object :id "stale-test" :content "stale content"
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:vector #(1.0 2.0 3.0))))
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(setf (gethash "stale-test" *memory-store*) obj)
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(mark-vector-stale "stale-test")
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(fiveam:is (eq :pending (memory-object-vector obj)))
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(fiveam:is (= 1 (length *embedding-queue*)))
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(let ((item (first *embedding-queue*)))
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(fiveam:is (string= "stale-test" (getf item :id)))
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(fiveam:is (string= "stale content" (getf item :text))))
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;; Clean up
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(remhash "stale-test" *memory-store*))))
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@@ -117,6 +117,7 @@ The package definition. All public symbols are exported here.
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#:embed-all-pending
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#:embedding-backend-hashing
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#:embeddings-compute
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#:mark-vector-stale
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#:skill
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#:skill-name
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#:skill-priority
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@@ -201,7 +201,6 @@ Both ~.org~ and ~.lisp~ files are included. For each skill, the ~.org~ file supp
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(string= n "core-manifest")
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(string= n "security-dispatcher")
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(string= n "system-model-router")
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(string= n "system-model-embedding")
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(string= n "system-model-explorer")
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(string= n "gateway-tui"))))
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all-files))
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@@ -142,6 +142,38 @@ This replaces the old ~system-embedding-gateway~ with the same logic but renamed
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(log-message "EMBEDDING: Gateway loaded with provider ~a" *embedding-provider*)
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#+end_src
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** Stale vector marking
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#+begin_src lisp
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(defun mark-vector-stale (id &optional content)
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"Mark a memory object's vector as :pending and queue it for re-embedding.
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When content is not supplied, reads from the object in *memory-store*."
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(let* ((obj (gethash id *memory-store*))
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(text (or content (and obj (memory-object-content obj)))))
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(when obj
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(setf (memory-object-vector obj) :pending))
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(when text
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(push (list :id id :text text) *embedding-queue*)
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(log-message "EMBEDDING: Marked ~a vector stale, queued for re-embed" id))
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(or obj text)))
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#+end_src
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** Skill Registration and Cron
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#+begin_src lisp
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(defskill :passepartout-system-model-embedding
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:priority 70
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:trigger (lambda (ctx) (declare (ignore ctx)) nil))
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;; Register periodic batch embedding via cron (when orchestrator available)
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(when (fboundp 'orchestrator-register-cron)
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(handler-case
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(orchestrator-register-cron :embed-batch
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"<2026-05-05 Tue +10m>"
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'embed-all-pending
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:reflex)
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(error (c)
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(log-message "EMBEDDING: Cron registration failed: ~a" c))))
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#+end_src
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* Contract
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1. (embeddings-compute text): produces a vector (single-float array) for
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@@ -151,6 +183,10 @@ This replaces the old ~system-embedding-gateway~ with the same logic but renamed
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an 8-element single-float vector deterministically from SHA-256.
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3. (embed-all-pending): drains ~*embedding-queue*~, computes vectors for
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all queued objects, and stores them in ~*memory-store*~ entries.
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4. (mark-vector-stale id &optional content): sets ~:vector~ to ~:pending~
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and pushes object to ~*embedding-queue*~ for background re-embedding.
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5. Cron: ~embed-all-pending~ is registered with the orchestrator to run
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on ~:reflex~ tier every 10 minutes for background batch processing.
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* Test Suite
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#+begin_src lisp
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@@ -192,4 +228,20 @@ This replaces the old ~system-embedding-gateway~ with the same logic but renamed
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(fiveam:is (= 1 (length *embedding-queue*)))
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(embed-all-pending)
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(fiveam:is (null *embedding-queue*))))
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(fiveam:test test-mark-vector-stale
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"Contract 4: mark-vector-stale sets vector to :pending and queues for re-embed."
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(let ((*embedding-queue* nil))
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;; Create an object in memory with a vector
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(let ((obj (make-memory-object :id "stale-test" :content "stale content"
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:vector #(1.0 2.0 3.0))))
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(setf (gethash "stale-test" *memory-store*) obj)
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(mark-vector-stale "stale-test")
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(fiveam:is (eq :pending (memory-object-vector obj)))
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(fiveam:is (= 1 (length *embedding-queue*)))
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(let ((item (first *embedding-queue*)))
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(fiveam:is (string= "stale-test" (getf item :id)))
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(fiveam:is (string= "stale content" (getf item :text))))
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;; Clean up
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(remhash "stale-test" *memory-store*))))
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#+end_src
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