From 8ba39c146a9e3dc3e89dbc2e4e9f5a36316226ca Mon Sep 17 00:00:00 2001 From: Claude Date: Mon, 8 Dec 2025 19:15:17 +0000 Subject: [PATCH] Add STATE.scm checkpoint/restore file for AI conversation continuity Implements Guile Scheme state tracking per hyperpolymath/state.scm format: - Project metadata and user context - Current focus (planning phase) with blockers - Project catalog with completion tracking - Route to MVP v1 with phased roadmap - Open issues and pending questions for user - Long-term architectural roadmap - Query interface functions --- STATE.scm | 420 ++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 420 insertions(+) create mode 100644 STATE.scm diff --git a/STATE.scm b/STATE.scm new file mode 100644 index 0000000..d3e8c49 --- /dev/null +++ b/STATE.scm @@ -0,0 +1,420 @@ +;;; STATE.scm - Anamnesis Project State +;;; Guile Scheme checkpoint/restore format for AI conversation continuity +;;; Format: https://github.com/hyperpolymath/state.scm + +;;;============================================================================ +;;; METADATA +;;;============================================================================ + +(define-module (state anamnesis) + #:export (state metadata user-context session-context focus + project-catalog history critical-next-actions)) + +(define metadata + '((format-version . "2.0") + (schema-date . "2025-12-08") + (created . "2025-11-22") + (last-updated . "2025-12-08") + (generator . "claude/state-scm-system"))) + +;;;============================================================================ +;;; USER CONTEXT +;;;============================================================================ + +(define user-context + '((name . "hyperpolymath") + (roles . ("researcher" "journalist" "developer")) + (preferred-languages . ("Elixir" "OCaml" "Julia" "ReScript" "λProlog")) + (forbidden-languages . ("Python")) ; HARD CONSTRAINT + (preferred-tools . ("Virtuoso" "SPARQL" "Guix" "Nix")) + (documentation-format . "AsciiDoc") ; LaTeX when needed + (core-values . ("FOSS" "reproducibility" "type-safety" + "functional-paradigm" "academic-rigor")) + (research-interests . ("agnotology" "neurosymbolic-AI" "epistemics")))) + +;;;============================================================================ +;;; SESSION CONTEXT +;;;============================================================================ + +(define session-context + '((conversation-id . "claude/create-state-scm-01RLhm8FTxXVrq1k5G7hyQcv") + (branch . "claude/create-state-scm-01RLhm8FTxXVrq1k5G7hyQcv") + (messages-this-session . 0) + (token-budget-status . "fresh"))) + +;;;============================================================================ +;;; CURRENT FOCUS +;;;============================================================================ + +(define focus + '((project . "anamnesis") + (phase . "planning") + (current-milestone . "research-and-setup") + (deadline . #f) + (blockers . ((research-needed . "Julia RDF libraries evaluation") + (research-needed . "Julia reservoir computing options (NOT ReservoirPy)") + (clarification-needed . "terminology for 'not knowing' vs agnotology"))))) + +;;;============================================================================ +;;; PROJECT CATALOG +;;;============================================================================ + +(define project-catalog + '(;; === ANAMNESIS (PRIMARY) === + (anamnesis + (description . "Conversation knowledge extraction and reconciliation system") + (problem-solved . "Mixed-project conversations, dead-end tangents, lost context in AI-assisted workflows") + (status . in-progress) + (completion-pct . 5) + (category . "AI/knowledge-management") + (phase . "planning") + (repository . "https://github.com/Hyperpolymath/anamnesis") + + ;; Tech Stack + (tech-stack . ((orchestration . "Elixir") + (parsing . "OCaml→Elixir bridge via ports/NIFs") + (knowledge-graph . "Virtuoso + SPARQL") + (learning . "Julia (KBANN, reservoir computing)") + (reasoning . "λProlog/Teyjus") + (visualization . "ReScript"))) + + ;; Data Sources + (data-sources + (current . ("Claude" "Mistral" "ChatGPT" "LMArena" "Copilot" + "Genesis" "Edge-Phi3" "Firefox" "Chrome" "git-logs" "local-LLMs")) + (future . ("WhatsApp" "LinkedIn"))) + + ;; Architecture + (architecture-principles . ("multi-category-membership" + "episodic-memory-structure" + "fuzzy-boundaries" + "artifact-lifecycle-tracking" + "cross-conversation-linking")) + + ;; Dependencies + (dependencies . ("Virtuoso" "Teyjus" "Julia" "Elixir" "OCaml")) + + ;; Blockers + (blockers . ((type . research) + (items . ("Julia RDF library selection" + "Julia reservoir computing library selection" + "PuppyGraph stack analysis")))) + + ;; Next Actions + (next-actions . ("Research Julia RDF libraries (Semantic.jl, RDFLib.jl)" + "Research Julia reservoir computing (NOT Python)" + "Copy zotero-voyant-export to proving-ground/" + "Create maximal handover document" + "Setup project structure directories"))) + + ;; === PROVING GROUND (TEST CASE) === + (proving-ground + (description . "Test workspace using contaminated zotero-voyant-export repo") + (status . pending) + (completion-pct . 0) + (category . "testing") + (phase . "setup") + (source-repo . "zotero-voyant-export") + (contamination-type . "Anamnesis planning discussions mixed in") + (handover-docs . ("docs/contamination-notice/ANAMNESIS_HANDOVER_MINIMAL.adoc" + "docs/contamination-notice/THREAD_CONTAMINATION_WARNING.adoc")) + (strategy . "Copy entire repo, preserve original, store iterations") + (blockers . ((type . dependency) + (on . "anamnesis research phase"))) + (next-actions . ("Clone zotero-voyant-export to proving-ground/"))) + + ;; === RELATED PROJECTS === + (rescript-evangeliser + (description . "ReScript learning and advocacy") + (status . paused) + (completion-pct . 10) + (category . "education/tooling") + (phase . "learning") + (synergies . ("anamnesis visualization layer")) + (blockers . ()) + (next-actions . ())) + + (zotero-nsai + (description . "Neurosymbolic AI integration with Zotero") + (status . paused) + (completion-pct . 5) + (category . "AI/research-tools") + (phase . "exploration") + (synergies . ("anamnesis knowledge graph")) + (blockers . ()) + (next-actions . ())) + + (fogbinder + (description . "Uncertainty-as-feature framework") + (status . paused) + (completion-pct . 5) + (category . "AI/epistemics") + (phase . "conceptual") + (synergies . ("anamnesis fuzzy boundaries")) + (blockers . ()) + (next-actions . ())))) + +;;;============================================================================ +;;; ROUTE TO MVP v1 +;;;============================================================================ + +(define mvp-v1-roadmap + '((goal . "Parse single Claude conversation JSON → Virtuoso RDF triples") + + (phase-1 "Research & Setup" + ((status . in-progress) + (completion-pct . 20) + (tasks . (("Create Anamnesis repository" . complete) + ("Create CLAUDE.md" . complete) + ("Create STATE.scm" . in-progress) + ("Research Julia RDF libraries" . pending) + ("Research Julia reservoir computing" . pending) + ("Analyze PuppyGraph stack" . pending) + ("Research ReScript visualization ecosystem" . pending) + ("Copy proving ground" . pending) + ("Create maximal handover document" . pending) + ("Setup project structure directories" . pending))))) + + (phase-2 "Parser Implementation" + ((status . pending) + (completion-pct . 0) + (tasks . (("Design Claude JSON schema parser" . pending) + ("Implement OCaml parser combinators" . pending) + ("Create Elixir-OCaml bridge (ports/NIFs)" . pending) + ("Parse conversation structure" . pending) + ("Extract artifact references" . pending) + ("Handle multi-turn context" . pending))))) + + (phase-3 "Knowledge Graph" + ((status . pending) + (completion-pct . 0) + (tasks . (("Design RDF ontology for conversations" . pending) + ("Setup Virtuoso instance" . pending) + ("Implement Julia RDF manipulation" . pending) + ("Create SPARQL query templates" . pending) + ("Map parsed data to triples" . pending))))) + + (phase-4 "MVP Integration" + ((status . pending) + (completion-pct . 0) + (tasks . (("End-to-end pipeline" . pending) + ("Test with proving ground" . pending) + ("Validate artifact lifecycle tracking" . pending) + ("Document MVP capabilities" . pending))))))) + +;;;============================================================================ +;;; CURRENT ISSUES +;;;============================================================================ + +(define issues + '((open + ((id . 1) + (type . research-blocker) + (title . "Julia RDF library selection") + (description . "Need to evaluate Semantic.jl, RDFLib.jl, and alternatives for RDF manipulation") + (priority . high) + (assigned . #f)) + + ((id . 2) + (type . research-blocker) + (title . "Julia reservoir computing library") + (description . "Need Julia-native reservoir computing - ReservoirPy is Python, FORBIDDEN") + (priority . high) + (assigned . #f)) + + ((id . 3) + (type . clarification) + (title . "Epistemics terminology gap") + (description . "Word for 'not knowing' distinct from agnotology (knowing wrong). Candidates: nescience, aporia, epistemic ignorance") + (priority . low) + (assigned . #f)) + + ((id . 4) + (type . design-decision) + (title . "Multi-LLM abstraction layer") + (description . "Design abstraction for multiple LLM conversation formats - stub complexity initially but architecture must support") + (priority . medium) + (assigned . #f)) + + ((id . 5) + (type . infrastructure) + (title . "Development environment reproducibility") + (description . "Setup Guix/Nix manifests for reproducible development across all stack components") + (priority . medium) + (assigned . #f))) + + (resolved . ()))) + +;;;============================================================================ +;;; QUESTIONS FOR USER +;;;============================================================================ + +(define questions-pending + '(((id . 1) + (question . "Should I proceed with Julia RDF library research? Check Semantic.jl, RDFLib.jl availability and maturity?") + (context . "Needed for Phase 1 completion") + (priority . high)) + + ((id . 2) + (question . "Confirm: Julia reservoir computing research should exclude ALL Python dependencies, correct? Any Julia-native libraries you're aware of?") + (context . "NO PYTHON constraint") + (priority . high)) + + ((id . 3) + (question . "The epistemics terminology - was the word you mentioned 'nescience' (simple not-knowing) or something else?") + (context . "Documentation accuracy") + (priority . low)) + + ((id . 4) + (question . "For the proving ground: should I clone zotero-voyant-export now, or wait until parser design is further along?") + (context . "Phase 1 task ordering") + (priority . medium)) + + ((id . 5) + (question . "PuppyGraph analysis - is this for potential integration, or just competitive/architectural research?") + (context . "Scope clarification") + (priority . medium)))) + +;;;============================================================================ +;;; LONG-TERM ROADMAP +;;;============================================================================ + +(define long-term-roadmap + '((vision . "Complete conversation knowledge extraction and reconciliation system across all LLM sources") + + (milestones + ((name . "MVP v1") + (goal . "Parse single Claude conversation JSON → Virtuoso RDF triples") + (status . in-progress) + (estimated-completion . "TBD")) + + ((name . "MVP v2") + (goal . "Multi-conversation linking, artifact lifecycle tracking") + (status . future) + (dependencies . ("MVP v1"))) + + ((name . "v1.0") + (goal . "Full multi-LLM support (Claude, Mistral, ChatGPT, Copilot)") + (status . future) + (dependencies . ("MVP v2"))) + + ((name . "v1.5") + (goal . "λProlog meta-reasoning integration") + (status . future) + (dependencies . ("v1.0"))) + + ((name . "v2.0") + (goal . "KBANN/reservoir computing for pattern recognition") + (status . future) + (dependencies . ("v1.5"))) + + ((name . "v2.5") + (goal . "ReScript visualization layer") + (status . future) + (dependencies . ("v2.0"))) + + ((name . "v3.0") + (goal . "Additional data sources (WhatsApp, LinkedIn, browser history)") + (status . future) + (dependencies . ("v2.5")))) + + (architectural-goals + ("Multi-category membership for conversations spanning projects" + "Episodic memory structure for temporal reasoning" + "Fuzzy boundaries instead of rigid categorization" + "Artifact lifecycle: created→modified→removed→evaluated" + "Cross-conversation fragment linking" + "Clean summaries bucketed by project/topic")) + + (research-integration + ("Agnotology applications in knowledge graph" + "Neurosymbolic AI via Zotero:NSAI synergy" + "Uncertainty modeling via Fogbinder concepts" + "Axiology for value-based filtering")))) + +;;;============================================================================ +;;; HISTORY / SNAPSHOTS +;;;============================================================================ + +(define history + '((snapshots + ((date . "2025-11-22") + (event . "Repository created") + (anamnesis-completion . 2) + (notes . "Initial repo setup, CLAUDE.md created")) + + ((date . "2025-12-08") + (event . "STATE.scm created") + (anamnesis-completion . 5) + (notes . "Checkpoint/restore system initialized, roadmap documented"))))) + +;;;============================================================================ +;;; CRITICAL NEXT ACTIONS (Top 5 Prioritized) +;;;============================================================================ + +(define critical-next-actions + '(((priority . 1) + (action . "Research Julia RDF libraries") + (details . "Evaluate Semantic.jl, RDFLib.jl - check maturity, Virtuoso compatibility") + (deadline . #f) + (blocker-for . "Phase 1 completion")) + + ((priority . 2) + (action . "Research Julia reservoir computing") + (details . "Find Julia-native alternatives to ReservoirPy - NO PYTHON") + (deadline . #f) + (blocker-for . "Phase 1 completion")) + + ((priority . 3) + (action . "Clone proving ground") + (details . "Copy zotero-voyant-export to proving-ground/ directory") + (deadline . #f) + (blocker-for . "Real-world testing")) + + ((priority . 4) + (action . "Create maximal handover document") + (details . "Necessary AND sufficient version of handover docs") + (deadline . #f) + (blocker-for . "Context preservation")) + + ((priority . 5) + (action . "Setup project structure directories") + (details . "Create parser/, orchestrator/, reasoning/, learning/, visualization/") + (deadline . #f) + (blocker-for . "Development start")))) + +;;;============================================================================ +;;; FILES MODIFIED THIS SESSION +;;;============================================================================ + +(define files-this-session + '((created . ("STATE.scm")) + (modified . ()) + (deleted . ()))) + +;;;============================================================================ +;;; QUERY INTERFACE +;;;============================================================================ + +(define (get-current-focus) + "Returns the current project focus" + (assoc-ref focus 'project)) + +(define (get-blocked-projects) + "Returns list of projects with blockers" + (filter (lambda (p) + (not (null? (assoc-ref (cdr p) 'blockers)))) + project-catalog)) + +(define (get-critical-next) + "Returns top priority action" + (car critical-next-actions)) + +(define (get-completion-pct project-name) + "Returns completion percentage for a project" + (let ((project (assoc project-name project-catalog))) + (if project + (assoc-ref (cdr project) 'completion-pct) + #f))) + +;;; END STATE.scm