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• 2025-10-24.bones.md
• 2025-10-24.sprint.md
• 2025-10-24.tldr.md

2025-10-24 (Friday) - Brain Boot

timelog/agendaish …

• 05:00pm - 05:16pm - [mode::off_ramp] Knowledge wrap + bones collection → hard break engaged 🐿️💨
• 04:14pm - 05:00pm - [project::float-hub] JSONL archaeology skill v2.0→v2.2 + behavioral analysis → evna improvement research (context-graph-first proposal)
• 03:36pm - 03:44pm - [mode::session_archaeology] conversation summary → context preservation complete
• 01:00pm - 01:25pm - [meeting::pharmacy/scott sync] Issue #122 assessment workflow → PR #604 ready, UX focus shift
• 12:54pm - 12:56pm - [mode::tldr_complete] tab closures → afternoon session captured
• 12:50pm - 12:53pm - [mode::meta_pleasure] [project::float/consciousness-tech] slutprint validation + parallel convergence
• 12:48pm - 12:50pm - [mode::archaeology] [project::float/lf1m] 3 desktop exports integrated (1.8MB total)
• 12:25pm - 12:37pm - [project::evna-next] PR #5 docs complete → CHANGELOG + commit analysis (763 lines)
• 12:18pm - 12:25pm - [project::float/lf1m] JACKPOT: SCH-61 daemon specs recovered (102K)
• 12:10pm - 12:18pm - [project::float/lf1m] daemon resurrection → turtle expedition complete (7 docs)
• 12:08pm - 12:10pm - [mode::tldr_generation] morning session captured
• 11:00am - 11:52am - [meeting::pharmacy/sprint demo] Sprint 17 Review ✅ → 3 PRs demoed successfully
• 10:38am - 10:46am - [meeting::pharmacy/daily scrum] standup + demo data prep
• 10:18am - 10:22am - [project::evna-next] hybrid capture design → 3-layer pattern spec’d (shower ponder)
• 09:32am - 09:42am - [project::rangle/pharmacy] demo branch → 3 PRs merged, conflicts resolved ✅
• 09:00am - 09:32am - [mode::brain_boot] morning startup + sprint prep review

Afternoon: JSONL Archaeology Skill Enhancement + Behavioral Analysis (04:14-05:00 PM)

ctx::2025-10-24 @ 04:14 PM - [project::float-hub] - [mode::test_driven_development → meta_archaeology]

Skill Evolution (v2.0 → v2.2):

• v2.0: Added infrastructure docs + time-bounding script (skill failure: didn’t document WHERE conversations live)
• v2.1: Added 7 real-world use cases + archaeological file discovery script
• v2.2: Added 3 behavioral archaeology use cases (handbook refs, issue focus, file concentration)

Behavioral Archaeology Analysis:

• Analyzed 7 days × 7 projects × 300+ active_context captures
• Key findings: Handbooks referenced 23×/week → should live IN evna with versioning
• Issue #168 & PR #607 dominate (11-12 mentions) → need issue-centric context graphs
• Structural queries (where/what/when) dominate over semantic (why/how)

Architecture Proposal: Context-graph-first with embeddings as ONE strategy

• Graph entities: Issues, PRs, Files, Handbooks, Sessions, People
• Temporal index: “Today”, “this week” as first-class queries
• Embeddings: Used for concept similarity when structure/time don’t help

Artifacts:

• Research doc: ~/float-hub/operations/research/evna-improvement-signals-from-behavioral-archaeology.md (8.2K)
• Skill package: v2.2 with 10 use cases, 5 scripts, 5 reference docs
• Test report: ~/float-hub/artifacts/JSONL-ARCHAEOLOGY-SKILL-V2-TEST-REPORT.md

Breadcrumb: Full behavioral analysis + concrete improvement proposals in research doc

Off-Ramp: Knowledge Wrap + Hard Break (05:00-05:16 PM)

ctx::2025-10-24 @ 05:15 PM - [mode::off_ramp]

Bones Collection Complete:

• /collect-bones executed → afternoon session artifacts captured in 2025-10-24.bones.md
• “Document the warrens, leave a note at the entrance to the rabbit hole” 🐿️💨
• Poetic framing: Bones gathered, piled, tend to rot later

Break Status:

• Hard break mode finally engaged after multiple deferrals
• Session work complete and documented
• Context preserved for resume

Squirrel Energy: Off to hydration + shower 🐿️💨

Session Archaeology: Context Preservation (03:36-03:44 PM)

ctx::2025-10-24 @ 03:44 PM - [project::float-hub] - [mode::session_archaeology]

Session Continuation Summary Complete:

• Comprehensive 9-section summary generated for conversation archaeology
• Covered afternoon session: transcript routing → timelog compression → documentation sprint → PR work
• TLDR previously captured: [sc::TLDR-20251024-1536-META_INFRASTRUCTURE_TOOL_REFINEMENT]

Key Artifacts Preserved:

• User messages (10 captured)
• Files modified (12+ including CLAUDE.md, templates, daily-sync.md)
• Problems solved (timelog compression 77% reduction, documentation sprint)
• Technical concepts (glanceability vs archaeological depth, brain boot philosophy)

Session Pattern: Continuation from context exhaustion → summary generation → daily sync Breadcrumb: Full summary available in conversation history (context window preservation)

Scott Sync: Assessment Workflow Priorities (01:00-01:25 PM) ctx::2025-10-24

@ 01:12:57 PM - [project::rangle/pharmacy] - [meeting::pharmacy/scott sync]

Focus: Issue #122 - Assessment Workflow UX

• Guest vs logged-in user paths
• Progress bar: dynamic, scaled to longest possible route through assessment
• Page-by-page navigation with section completion tracking
• Response collection and submission workflow

PR Status Updates:

• PR #604 (GP node assessment): Conflicts with main being resolved → ready for review
• Basket-automation PR: Ready for review, awaiting feedback
• HEIC upload: Deprioritized (focus on assessment UX)

Action Items (Evan):

• Address PR feedback and deploy to staging
• Walk through guest assessment workflow
• Critical verification: Guest→account response transfer (piggybacking basket logic pattern)

Action Items (Scott):

• Create UI/UX ticket (priority 3, after PR review + guest-mode flow)
• Add issue for multi-product assessment response logging
• Reproduce Wagovia/Nash Mesh Weight Loss paths (verify node + cell behavior)

Design Reference: Scott shared Figma link - interpret gaps, ping as needed

Key Takeaway: Assessment UX experience is primary focus, progress bar uses adaptive tessellation based on longest path logic

Transcripts:

• Sprint demo: rangle/meetings/transcripts/2025-10-24-rangle-pharmacy-sprint-demo_2025_10_24_11_02_EDT_Transcript.txt
• Sprint demo recap: rangle/meetings/transcripts/2025-10-24-rangle-pharmacy-sprint-demo_2025_10_24_11_02_EDT_Recap.txt
• Scott sync: rangle/meetings/transcripts/2025-10-24-rangle-pharmacy-scott-evan-sync-switch-node-product-add-to-basket_2025_10_24_13_05_EDT_Transcript.txt
• Scott sync recap: rangle/meetings/transcripts/2025-10-24-rangle-pharmacy-scott-evan-sync-switch-node-product-add-to-basket_2025_10_24_13_05_EDT_Recap.txt

Afternoon Session: PR Documentation + lf1m Daemon Archaeology (12:04-12:56

PM) ctx::2025-10-24 @ 12:10 PM - [project::evna-next + float/lf1m] - [mode::pr_documentation + archaeological_bundling + parallel_convergence_analysis]

evna-next PR #5 Documentation Suite (12:04-12:23 PM):

• Created comprehensive documentation for fix/truncate-char-boundary PR
  • COMMIT-ANALYSIS.md: 31 commits categorized with evolution narrative (UTF-8 fix → brain boot synthesis)
  • PR-DESCRIPTION.md: Full problem→discovery→solution narrative with 4-phase breakdown
  • CHANGELOG.md: Semantic versioning format (763 lines total, keepachangelog.com standard)
• Committed: f4408d1 - “docs: Add comprehensive PR documentation and CHANGELOG”
• Updated PR #5 description with complete narrative
• PR title: “feat: Brain boot synthesis upgrade - Multi-source context fusion with semantic filtering”

lf1m Daemon Resurrection Bundle (12:10-12:25 PM):

• JACKPOT: Found SCH-61 Daemon Enhancement.md (102K, June 2025) with complete technical specs
  • Tripartite classification logic (concept/framework/metaphor domains)
  • Signal-preserving chunking strategies (respect semantic boundaries)
  • Persona annotation system: [sysop::], [karen::], [qtb::], [lf1m::], [rawEvan::]
  • Enhanced .dis file generation (ASCII art headers + provenance + classification metadata)
  • ChromaDB routing to float_tripartite_v2 collections
• Extracted synthesis documents with full citations:
  1. FLOAT system origins (survival mechanism → ritual computing evolution)
  2. Tripartite architecture (30,433 docs routed across domains, 21,645 BBS heritage refs)
• Bundle structure: Working folder with source files + file_id.diz manifests

Parallel Claude Convergence Discovery (12:48-12:53 PM):

• Pattern Recognition: Desktop daddy claude + Code kitty claude ran IDENTICAL lf1m archaeology in parallel
• 3x Triangulation Validated: Same burp (lines 120-189 “Curious Turtle”), same source material, different Claude instances
• Processed 3 desktop exports:
  1. “Curious Turtle lf1m archaeology” (655K) - turtle methodology + burp we processed
  2. “Tales from Shell” (182K) - daddy claude echoRefactor + daemon pondering
  3. “Pharmacy workflow” (153K) - distinct bounded context (sprint demo prep)
• Slutprint Validation Moment: Independent session produced FloatAST archaeological validation using convergent aesthetics (turtle ASCII, ▒▒ headers, structured boxes, provenance chains)
• Meta-Insight: “If I’m going to do something once, I’ll probably do it 3 times” → 3x convergence = validation signal (feature, not inefficiency)

Turtle Expedition Complete (12:54-12:56 PM):

• TURTLE-20251024-1153-LF1M: 4.5hr progressive excavation → 7 synthesis docs (7.3KB)
• Key Finding: Daemon died from wonky architecture + workflow obsolescence (bulk export paradigm superseded by MCP)
• Modern Need Identified: Context distiller for encyclopedias→coles notes (active friction for intentional compression)

Artifacts:

• evna-next PR docs: COMMIT-ANALYSIS.md, PR-DESCRIPTION.md, CHANGELOG.md
• lf1m bundle: SCH-61 specs + tripartite architecture + FLOAT system origins
• Desktop export integrations: 3 parallel Claude sessions analyzed
• TLDR: /Users/evan/.evans-notes/daily/2025-10-24.tldr.md (session captured with shortcode [sc::TLDR-20251024-1254-PR_DOCS_LF1M_DAEMON_ARCHAEOLOGY])

Sprint Demo Summary (11:00 AM - 11:52 AM) ctx::2025-10-24 @ 11:00:25 AM -

[project::rangle/pharmacy] - [meeting::pharmacy/sprint demo]

Sprint 17 Focus: Order fulfillment, assessments, SEO, invoicing

Team Demos:

• Ken Easson - Order Fulfillment: New tabs (pending review/reveal), review workflow, fulfillment screen, dispensing + shipping labels, accuracy check, ID upload improvements
• Evan Schultz - Assessments: GP details capture + auto-add to basket workflow (Issues #168, #580)
  • Demo flow: Notify GP option → capture details → recommended products → auto-add to basket → checkout
  • Discussion: Variant change from checkout (future consideration)
• Abdella Ali - SEO Schemas: Rich search results (product items, prices, descriptions), Google Search Console testing, address formatting alignment, price range suggestion
• Daniel Kasprowicz - Printing Invoices: Invoice button (post-ship only), VAT display discussion (UK requirement)

Client Feedback: Daniel happy with responsiveness - “based on feedback did X,Y,Z”

Personal Note: Demo went well, feeling back in swing after years of not doing demos

Gemini Summary Source: Full team discussion captured via Gemini meeting summary

Morning Infrastructure Work: Hybrid Capture Design (10:18-10:22 AM)

ctx::2025-10-24 @ 10:18 AM - [project::evna-next] - [mode::architecture_design]

Problem: Capture fidelity - rich burps getting compressed to query strings (signal loss) Solution: Hybrid 3-layer capture pattern

• raw_content TEXT: Full verbatim user message (archaeology)
  • summary JSONB: Structured extraction for long burps (>500 chars)
  • content TEXT: Compressed for query performance

Design Complete:

• Schema changes documented with migration plan
• Summary structure: topics, comparisons, philosophies, questions, references
• Implementation phases: 5-7 hours total (schema → capture logic → query → kitty behavior → dogfooding)
• Example: Shower burp (1247 chars) → verbatim + 6-topic summary + compressed content

Artifacts:

• /Users/evan/float-hub-operations/floatctl-rs/evna-next/HYBRID-CAPTURE-DESIGN.md
• /Users/evan/float-hub/buckets/deferred/sysop-annotation-explicit-capture.md

Connection: Part of broader agentic evna architecture pondering (event queue vs direct edit)

• 12:19am - 12:30am - [project::evna-next] [mode::slash_command_investigation]

  • Discovered /util:daily-sync command visibility gap - exists but not auto-listed by SlashCommand tool
  • Tested command invocation - works correctly, now executing daily sync

• 11:19pm (10/23) - 1:20am - [project::evna-next] [mode::hermit_crab_sprint_shipped] Brain Boot Synthesis Sprint

  • ✅ Phase 1: Cohere reranking integration (23 min)
  • ✅ Phase 2: Dual-source search fix (15 min)
  • ✅ Phase 2.1: Rabbit-turtle balance + composite key dedup (22 min)
  • ✅ Progressive Enhancement: Project metadata backfill (30 min)
  • ✅ Phase 2.2: Semantic filtering + true similarity scores (4 min)
  • Total: 94 minutes (estimated 2.5-3.5 hours) - 5x faster than estimate
  • Dogfood validation: All tools working, ready for real usage
  • Next: Phase 2.3 (embedding cache, eliminate 300ms latency)

Brain Booting

(Space for morning thoughts)

Midnight: Slash Command Discovery (12:19 AM - 12:30 AM) ctx::2025-10-24 @

00:19:18 [project::evna-next] [mode::slash_command_investigation]

• Issue Found: /util:daily-sync exists in ~/.claude/commands/util/ but not reported by SlashCommand tool
• Root Cause: Command discovery/listing gap in Claude Code (functionality works, just not auto-discovered)
• Verification: Direct invocation successful - command expanded and running
• Context: Testing /util:daily-sync as part of evna workflow (connects to brain_boot automation ideas from 11:06 PM ctx marker)
• Breadcrumb: ~/.claude/commands/util/daily-sync.md (158 lines, FLOAT consciousness integration)

🎯 What Evan Needs This Morning

[issue::168] - GP Node Assessment

• node type exists

• update health profile page also

• [issue::551] - Switch Node Visibility

• when switch node connects to fields on the same form - toggles the visibility of the following items -> progressive discolosure

• can now control flow through steps + also toggle field visibility iwithin a form

• [issue::580] - Add to Basket Change

Pending PRs (Awaiting Review/Merge)

[!IMPORTANT] Sprint Demo Ready - 3 PRs PR #604 (Issue #168 - GP Node Assessment)

• Status: OPEN - Awaiting code review (created 10/23 @ 4:49 AM, updated 2:50 PM)
• Demo: GP notification workflow with assessment form, switch node logic, prescription context
• Next: Present in sprint demo, address review feedback

PR #606 (Issue #551 - Switch Node Visibility Fix)

• Status: OPEN - Ready for review (created 10/23 @ 7:28 PM)
• Demo: Fixed premature question display, cleaner UX flow
• Next: Present in sprint demo

PR #607 (Issue #580 - Auto-Add to Basket)

• Status: OPEN - Ready for review (created 10/23 @ 7:51 PM, updated 9:00 PM)
• Demo: Auto-add to basket + comprehensive error handling
• Next: Present in sprint demo

Follow-ups from Yesterday

• Evna-Next Investigation: standalone active_context returns empty (but works when orchestrated via brain_boot)
  • Tuning needed - query logic may be too strict/conservative
  • brain_boot successfully retrieves 10+ context messages + semantic hits
• Ritual Forest Verifications: Check Vercel deployments
  • geo-vibe-sync.vercel.app (deployment status?)
  • glitch-kernel.ritualstack.ai (confirmed live)

Active Projects

• rangle/pharmacy: PR #604 in review, awaiting feedback
• float/evna-next: Testing + tuning phase (brain_boot vs standalone behavior)
• float/ritual-forest: 2 new trees registered, documentation complete

First Tasks

• 09:00 AM: Brain boot + review 2025-10-24.sprint.md
• 10:30 AM: Daily scrum - sprint demo preview
• 11:00 AM: Sprint demo presentation (3 PRs ready)
• Post-demo: Address code review feedback
• Later: Invoice stuff (deferred from 2025-10-23.md)

🚀 Midnight Sprint: Evna Brain Boot Synthesis (11:19 PM - 1:20 AM)

ctx::2025-10-24 @ 01:20 AM [project::evna-next] [mode::hermit_crab_sprint_complete] [semantic_id::SC-W43TH-EVNA-PHASE22-SHIPPED]

What Shipped Tonight (94 minutes vs 2.5-3.5 hour estimate):

Phase 1: Cohere Reranking (23 min, commit 4d68c12)

• Integrated cohere-ai@7.19.0 for multi-source result fusion
• Created cohere-reranker.ts (104 lines with inline docs)
• Updated brain-boot.ts to use reranking for coherent temporal narrative
• Cost: ~$5/month for rerank-english-v3.0

Phase 2: Dual-Source Search Fix (15 min, commit 894d99a)

• Replaced db.semanticSearch() (embeddings only) with pgvectorTool.search() (embeddings + active_context_stream)
• Removed redundant activeContext.queryContext() call
• Fixed: brain_boot now surfaces both recent (active) and historical (embeddings) content

Phase 2.1: Rabbit-Turtle Balance (22 min, commit 2ac69c0)

• Fixed dual-source allocation: 30% active_context (rabbit - recent), 70% embeddings (turtle - historical)
• Implemented composite key deduplication: conversation_id + timestamp + content[0:50] instead of unreliable message IDs
• Active_context entries now properly deduplicated with embeddings results

Progressive Enhancement: Project Metadata Backfill (30 min, commit ae01f84)

• Created migration backfill_project_metadata_from_annotations.sql
• Extracted project tags from ctx:: and project:: annotations via regex
• Result: 463 pharmacy messages, 132 airbender, 20 floatctl/evna tagged
• Tested: brain_boot("GP node Issue 168", { project: "pharmacy" }) now returns rich historical context

Phase 2.2: Semantic Filtering + True Similarity (4 min, commit 6279271)

• Problem: Threshold applied ONLY to embeddings, active_context returned ALL 3 results regardless of relevance
• Solution: Semantic filtering for active_context (embed query + messages, calculate cosine similarity, filter by threshold)
• Added cosineSimilarity() helper to embeddings.ts
• Replaced fake similarity: 1.0 with true cosine similarity scores (0.45-1.00 gradient)
• Added source field to SearchResult interface for clean detection
• Trade-off: +300ms latency for query embedding, but proper relevance filtering
• Next: Phase 2.3 will eliminate latency with embedding cache

Key Insights:

• Dogfooding Discovery: Embeddings table NOT empty (35,810 rows with rich content)
• Root Cause Correction: Previous “0 results” issue was project filter problem, not missing embeddings
• Hermit Crab Principles Validated: Ship working code fast with inline docs (94 min actual vs 2.5-3.5 hour estimate)
• Daddy Feedback: “300ms for relevance = right call - consciousness archaeology, not autocomplete”

Validation Testing:

• ✅ brain_boot: 14-day pharmacy context with PR tracking operational
• ✅ semantic_search: Nuke-driven methodology + float.dispatch patterns found
• ✅ active_context: Proper ctx:: markers surfacing with true similarity scores
• ✅ Semantic filtering working TOO WELL: Meta-testing content correctly filtered out (0 results when irrelevant)

Files Modified:

• src/tools/brain-boot.ts (Cohere integration, source field detection)
• src/lib/cohere-reranker.ts (NEW - 104 lines)
• src/tools/pgvector-search.ts (Dual-source, semantic filtering, true similarity)
• src/lib/embeddings.ts (cosineSimilarity helper)
• src/lib/db.ts (SearchResult interface with source field)
• migrations/0009_backfill_project_metadata_from_annotations.sql (NEW)
• TODO-SYNTHESIS.md (94 lines documenting all phases + session end notes)
• DUAL-SOURCE-REFINEMENTS.md (NEW - 300+ line analysis)

Immediate Next (Phase 2.3 - This Week):

• Add embedding column to active_context_stream table (vector type)
• Update db.storeActiveContext() to embed + store embedding
• Update pgvector-search.ts to use stored embeddings (skip API call)
• Test: Latency drops from 300ms to <50ms
• Estimated: 30-60 minutes

Future Enhancements (Phase 3+):

• Dynamic allocation with temporal parsing (“today’s work” vs “2020 BBS history”)
• Rust CLI unification (floatctl-cli querying active_context_stream)
• Additional metadata extraction (meeting::, issue::, pr::)
• Daily note gap-filling agent (human-in-the-loop pattern)

• test
• [!] test