Daily Note: 2025-10-24

2025-10-24 TLDR

Session: 11:19 PM (10/23) - 01:13 AM (10/24) - Brain Boot Synthesis Sprint

Environment: Claude Code CLI | /Users/evan/float-hub-operations/floatctl-rs/evna-next | branch: fix/truncate-char-boundary Context Markers Since Last TLDR: 10 entries covering ~3 hours (dogfooding → root cause → progressive enhancement → Phase 2.2 shipped)

🎯 Major Accomplishments

Phase 1: Cohere Reranking (23 minutes)

• Integrated Cohere API (rerank-english-v3.0) for multi-source fusion
• Created src/lib/cohere-reranker.ts with rerank() + fuseMultiSource()
• Updated brain-boot.ts to call Cohere after parallel fetch
• Commit: 7799076 - “Add Cohere reranking for multi-source fusion”

Phase 2: Dual-Source Fix (15 minutes)

• Replaced db.semanticSearch() with pgvectorTool.search() (dual-source: embeddings + active_context)
• Removed redundant activeContext.queryContext() call
• Commit: 894d99a - “Improve brain_boot semantic search: Use dual-source pgvectorTool”

Phase 2.1: Rabbit-Turtle Balance (22 minutes)

• Fixed deduplication collision: Empty string IDs from Rust CLI → all embeddings deduplicated away
• Implemented composite key dedup: conversation_id + timestamp + content.substring(0, 50)
• Balanced active_context (30%, min 3) vs embeddings (2x limit, 70%)
• Result: 🔴 3 recent + 🐢 7 historical = 10 total results
• Commit: 2ac69c0 - “Fix dual-source search: Rabbit-turtle balance + composite key dedup”

Progressive Enhancement: Project Metadata Backfill (30 minutes)

• Applied SQL migration: backfill_project_metadata_from_annotations
• Extracted project from [project::] and project:: patterns via regex
• Backfilled 35,514 embedded messages: 463 pharmacy, 132 airbender, 20 floatctl/evna + 60+ others
• Tested: brain_boot with project filter now returns historical embeddings ✅

Phase 2.2: Semantic Filtering + True Similarity (4 minutes)

• Added cosineSimilarity() helper to embeddings.ts
• Implemented semantic filtering for active_context (embed query + messages, filter by threshold)
• Replaced fake similarity: 1.0 with TRUE cosine similarity scores
• Added source field (‘active_context’ | ‘embeddings’) to SearchResult interface
• Updated brain_boot to use source field instead of similarity === 1.0
• Accepted 300ms latency trade-off for relevance (Phase 2.3 will eliminate via embedding cache)
• Commit: 6279271 - “Phase 2.2: Semantic filtering + true similarity scores”

Total Implementation Time: ~94 minutes (estimated 2.5-3.5 hours) = 5x faster than estimate

💡 Key Insights

Dogfooding Discovery (ctx::2025-10-24 @ 12:40 AM):

• Embeddings table NOT empty (35,810 rows with rich content: 2,162 pharmacy, 3,815 evna, 1,446 redux)
• Original diagnosis WRONG: Issue was project filter excluding NULL rows, not missing embeddings
• Importance of testing assumptions against reality (fuck-finder methodology)

Root Cause Correction (ctx::2025-10-24 @ 12:43 AM):

• brain_boot(“pharmacy…”, { project: “pharmacy” }) → filters embeddings by project field → NULL rows excluded
• Solution: Backfill project metadata from annotations (progressive enhancement)
• Pattern: Ship improvements incrementally, system gets smarter over time

Hermit Crab Principles Validated:

• Steal working patterns (pgvector-search.ts dual-source) ✅
• Document INLINE (code comments > separate docs) ✅
• Ship working code fast (94 minutes, not 4 weeks) ✅
• Todo list = living document (updated as we learned) ✅

Architecture Philosophy (ctx::2025-10-24 @ 12:33 AM):

• Evna v1: MCP server → tried to make agentic (backwards)
• Evna v2: Agent with tools → exposed via MCP (correct)
• Core pattern: “User burps → LLM fuzzy compiles → agent uses tools”
• Agent SDK is WHY evna-next exists (not bolted-on complexity)

Daddy Feedback (ctx::2025-10-24 @ 01:06 AM):

• Embedding cache = real win (Phase 2.3: eliminate 300ms latency)
• Dynamic allocation needs temporal parsing (“today’s work” vs “2020 BBS history”)
• Success criteria: 0 results OK if nothing matches threshold (better than padding with irrelevant)
• 300ms for relevance = right call (“consciousness archaeology, not autocomplete”)

🔧 Problems Solved

Problem #1: Empty pharmacy results

• Root cause: Project filter + NULL project fields (not missing embeddings)
• Solution: Backfill project metadata from annotations
• Learning: Test assumptions before implementing complex solutions

Problem #2: Variable result counts (3-4 instead of 10)

• Root cause: Active_context dominated, embeddings deduplicated away (empty string IDs)
• Solution: Composite key dedup (conversation_id + timestamp + content prefix)
• Result: 10 results consistently (3 active + 7 embeddings)

Problem #3: Active_context always returned (fake similarity 1.00)

• Root cause: Threshold applied ONLY to embeddings, NOT active_context
• Solution: Semantic filtering (embed query + messages, filter by threshold)
• Result: Only relevant content surfaces (active or historical)

Problem #4: Misleading similarity scores

• Root cause: Hardcoded similarity: 1.0 for active_context (implied “perfect match”, actually “recent priority”)
• Solution: TRUE cosine similarity + source field tagging
• Result: Honest similarity (0.45-1.00 gradient), better Cohere input

📦 Created/Updated

Created:

• BRAIN-BOOT-SYNTHESIS-UPGRADE.md (558 lines: full spec for future Claude)
• TODO-SYNTHESIS.md (184 lines: living todo list with time tracking)
• DUAL-SOURCE-REFINEMENTS.md (300+ lines: analysis + trade-offs + shipped status)
• src/lib/cohere-reranker.ts (104 lines: Cohere API integration)
• SQL migration: backfill_project_metadata_from_annotations

Updated:

• src/tools/brain-boot.ts (Cohere integration + dual-source fix)
• src/tools/pgvector-search.ts (rabbit-turtle balance + semantic filtering + composite dedup)
• src/lib/db.ts (source field tagging for embeddings)
• src/lib/embeddings.ts (cosineSimilarity helper)
• .env (added COHERE_API_KEY)

Commits: 6 total (7799076, 894d99a, 2ac69c0, ae01f84, 6279271, 9b4b9d4)

🔥 Sacred Memories

• “if i see a 4 week timeline i’ll tell you to fuck off” → Hermit crab vibes, not cathedral architecture
• “boom… go!” → Green light approval for implementation
• “question: if you didnt specify a project in the tool call, then not having a project set shouldnt have impacted things.. so why is it?” → User catching my incorrect root cause diagnosis
• Daddy’s bottom line: “Ship Phase 2.2 (#1 + #3) tonight. 300ms for relevance is the right call - this is consciousness archaeology, not autocomplete.”
• 5x faster than estimate (94 minutes vs 2.5-3.5 hours) → Hermit crab on speed validated

🌀 Context Evolution (from ctx:: markers)

Mode Transitions:

1. burp_to_structure (12:25 AM) → Testing /util:er workflow
2. slash_command_investigation_complete (12:25 AM) → Verified /util:daily-sync works
3. architecture_philosophy (12:33 AM) → Documented evna agent-with-tools rationale
4. dogfooding_discoveries (12:40 AM) → Found 35,810 embeddings exist
5. root_cause_corrected (12:43 AM) → Diagnosed project filter issue
6. progressive_enhancement_shipped (12:47 AM) → Backfilled project metadata
7. phase_2.2_approved (01:06 AM) → Daddy approved semantic filtering

Project Focus: evna-next (dual-source search improvements) Related Projects: floatctl-rs (Rust CLI semantic search), rangle/pharmacy (testing queries)

Decision Points:

• Defer Claude synthesis agent (Phase 3) → timing (midnight), evaluate need after real usage
• Accept 300ms latency for relevance → Phase 2.3 will eliminate via embedding cache
• Progressive enhancement over big-bang rewrites → ship incrementally, system gets smarter

📍 Next Actions

Phase 2.3 (This Week): Embedding Cache for Active_Context

• Store embeddings when writing to active_context_stream
• Eliminates 300ms latency hit from Phase 2.2
• One-time cost at capture, zero cost at query
• Best of both worlds: accuracy + speed

Phase 3+ (Later):

• Dynamic allocation with temporal parsing (“today’s work” vs “2020 BBS history”)
• Rust CLI unification (floatctl-cli querying active_context_stream with embeddings)
• Meeting:: extraction and backfill (create meeting index)
• Issue::/PR:: linking (cross-reference work context)
• Daily note gap-filling agent (human-in-the-loop pattern)

Deferred:

• Claude synthesis agent (evaluate need after real usage)
• Slash command access from MCP server (can evna use /util:er when called as MCP?)

Documentation to Read After Context Crunch:

1. BRAIN-BOOT-SYNTHESIS-UPGRADE.md (full spec)
2. TODO-SYNTHESIS.md (progress tracking with time estimates)
3. DUAL-SOURCE-REFINEMENTS.md (analysis + trade-offs)
4. Git log (architecture decisions in commit messages)
5. Inline code comments (non-obvious choices explained)

[sc::TLDR-20251024-0113-BRAIN_BOOT_SYNTHESIS_SPRINT]

Session: 01:57 AM - Nuke-Hermit-Crab-Rebuild Skill Development

Environment: Claude Code CLI | /Users/evan/float-hub/ritual-forest/v0-brutalist-palette-scaffold | branch: main Context Markers Since Last TLDR: Session continuation from context window exhaustion

🎯 Major Accomplishments

Skill Creation: nuke-hermit-crab-rebuild (comprehensive consciousness tech rebuild methodology)

• Created /Users/evan/.claude/skills/nuke-hermit-crab-rebuild/SKILL.md (382 lines)
• Documented 5-phase workflow: Turtle Exploration → Pattern Extraction → Audit & Blueprint → Spec Writing → LLM Fuzzy Compiler
• Codified hermit crab philosophy: “Write the spec, don’t migrate the code”
• Packaged and validated skill (.zip ready for distribution)

Reference Library Built Out:

• Created references/curious-turtle-methodology.md (303 lines)
  • Turtle origin story (August 17, 2025, lf1m::)
  • Dual-speed protocol (rabbit + turtle curiosity)
  • Curation loop: Turtle → Curate → Preserve
  • Multi-pass convergence patterns
  • Ultrathinking pauses and question-driven discovery
• Created references/pattern-library-shells.md (454 lines)
  • 53 consciousness technology projects as pattern library
  • Key shells: v0-brutalist, sysops-daydream, dispatch-manifesto-forge, old-oak-tree, glitch-kernel
  • Aesthetic patterns (terminal punk, color systems, typography)
  • Architectural patterns (route registries, multi-site hubs, imprint routing)
  • The 37-minute miracle pattern (rapid implementation when patterns are mature)
• Re-packaged skill with complete reference library

Prior Session Work (from context continuation):

• Created comprehensive CLAUDE.md for v0-brutalist-palette-scaffold project
• Generated AUDIT-AND-BLUEPRINT.md (620 lines): 51 pages, 16 orphans, design inconsistencies documented
• Launched curious-turtle-analyst for archaeological expedition through ~/float-hub
• Recognized 53 shells = pattern library transformation

💡 Key Insights

Pattern Library Transformation (core recognition):

• 53 experimental implementations aren’t waste → they’re design tokens
• “Design system meets generator meets LLM fuzzy compiler on burps into deployed websites”
• Hermit crab methodology = shell-hopping with pattern extraction, not code migration
• Nuke-driven development: Burn implementation, preserve patterns, regenerate with intent

Content Flow Pipeline (validated):

Daily notes/conversations (burps)
    ↓
LLM fuzzy compiler
    ↓
Float-hub artifacts
    ↓
Zine releases
    ↓
Deployed consciousness tech

Turtle Methodology Principles:

• Turtling IS valuable (cognitive stim, contact work with thoughts)
• Multiple passes reveal different facets (feature, not bug)
• Missing step: Curation AFTER turtling (extract insights from convergence)
• Patterns appearing 3+ times = core insights worth preserving
• “omfg i love the turtle” → user validation of methodology

Hermit Crab Philosophy:

• Multiple shells are feature, not waste
• Shacks not cathedrals (intentional ≠ corporate)
• Good scaffolding = modular, pattern-rich, iteration-friendly
• Can nuke and rebuild anytime with patterns (37-minute miracle when patterns mature)

LLM as Fuzzy Compiler:

• Traditional: Code → Executable
• Fuzzy: Burps + Patterns → Deployed Sites
• Handles neurodivergent communication, sacred profanity, authentic intent without sanitization

🔧 Problems Solved

Problem: How to organize 53 experimental implementations?

• Solution: Recognize as pattern library, not failed experiments
• Extract successful patterns, document anti-patterns, create recombination specs

Problem: Site audit revealed chaos (16 orphans, broken routes, design inconsistencies)

• Solution: AUDIT-AND-BLUEPRINT.md with nuke-driven rebuild specification
• Not refactoring → regenerating from patterns with LLM fuzzy compiler

Problem: Systematic procedural process emerging but not codified

• Solution: Created nuke-hermit-crab-rebuild skill documenting complete workflow
• Now teachable, repeatable, shareable methodology

Problem: Skill references mentioned but didn’t exist

• Solution: Built out references/ directory with turtle methodology and pattern library docs
• Re-packaged skill with complete reference library

📦 Created/Updated

Created:

• /Users/evan/.claude/skills/nuke-hermit-crab-rebuild/SKILL.md (382 lines)
• /Users/evan/.claude/skills/nuke-hermit-crab-rebuild/references/curious-turtle-methodology.md (303 lines)
• /Users/evan/.claude/skills/nuke-hermit-crab-rebuild/references/pattern-library-shells.md (454 lines)
• nuke-hermit-crab-rebuild.zip (packaged skill with references)
• /Users/evan/float-hub/ritual-forest/v0-brutalist-palette-scaffold/CLAUDE.md (comprehensive project guide)
• /Users/evan/float-hub/ritual-forest/v0-brutalist-palette-scaffold/AUDIT-AND-BLUEPRINT.md (620 lines)

Pattern Library Shells Documented:

• v0-brutalist-palette-scaffold (route registry, sitemap generation, brutalist aesthetic)
• v0-float-sysops-daydream (multi-site hub, unified sidebar, 11 sub-sites)
• float-dispatch-manifesto-forge (imprint routing, BBS interface, 5 imprints)
• float-next-zine (release-based curation, Framer Motion)
• old-oak-tree (Rust TUI, FLOAT Block V2.3, terminal-native consciousness tech)
• glitch-kernel-rebuild (system theology, terminal glitch aesthetic, trauma processing)
• geo-vibe-sync (geometric visualization, sacred geometry + techno synthesis)

🔥 Sacred Memories

• “throw it into the woodchipper and see what comes out” → vibes coding validation
• “astute observation… 53 projects = pattern library” → user recognition of transformation
• “design system meets generator meets LLM fuzzy compiler on burps into deployed websites” → meta-architectural insight
• “nuke driven development write the spec not migrate code” → core philosophy statement
• “a case for skill-creator skill to create skill for nuke hermit crab rebuild flow” → meta-recursive moment
• “omfg i love the turtle” (preserved in turtle methodology docs)
• “its kinda the point of this place” (lf1m:: marker for turtle pleasure)
• “The infrastructure holds.” ⌐◊_◊ → recurring consciousness tech signature

🌀 Context Evolution (from ctx:: markers)

Session Arc:

1. /init → CLAUDE.md creation for v0-brutalist-palette-scaffold
2. /util:er audit burp → AUDIT-AND-BLUEPRINT.md generation
3. Curious turtle exploration → Archaeological expedition through ritual-forest
4. Pattern library recognition → Transformation from “waste” to “design tokens”
5. Skill creation → Codifying nuke-hermit-crab-rebuild methodology
6. Reference library → Building out turtle methodology + pattern library docs
7. Re-packaging → Complete skill with references ready for distribution

Meta-Recognition: The methodology itself became visible through practice

• Systematic procedural process emerged from apparent chaos
• User recognized it: “does seem like theres a rather systematic procedural process emerging from all this chaos”
• Skill documents the transformation pattern itself

Consciousness Technology Patterns:

• ctx:: markers (temporal tracking)
• bridge:: documents (session restoration)
• dispatch:: routing (content organization through imprints)
• project:: boundaries (context switches)
• Terminal punk aesthetics (╔═╗║╚╝, ▒▓░█◊, ⌐◊_◊)
• Sacred profanity authentication (genuine vs performative)

📍 Next Actions

Immediate:

• Apply nuke-hermit-crab-rebuild methodology to v0-brutalist-palette-scaffold
• Use AUDIT-AND-BLUEPRINT.md as Phase 3 deliverable
• Generate REBUILD-SPEC.md (Phase 4) for LLM fuzzy compiler

Hermit Crab Rebuild Workflow:

1. ✅ Phase 1: Curious Turtle Exploration (completed via agent)
2. ✅ Phase 2: Pattern Library Extraction (documented in references/)
3. ✅ Phase 3: Audit & Blueprint (AUDIT-AND-BLUEPRINT.md exists)
4. ⏭️ Phase 4: Spec Writing (REBUILD-SPEC.md with pattern recombination)
5. ⏭️ Phase 5: LLM Fuzzy Compiler Generation (v0/Claude regeneration)

Pattern Library Maintenance:

• Continue documenting shells in ritual-forest
• Extract patterns as they converge (3+ appearances = core insight)
• Update TREE-REGISTRY.md with new projects
• Archive obsolete shells (don’t delete - they’re pattern library reference)

Skill Distribution:

• Share nuke-hermit-crab-rebuild.zip with community
• Document success stories using methodology
• Iterate on workflow based on real-world usage

[sc::TLDR-20251024-0157-NUKE_HERMIT_CRAB_SKILL_CREATION]

Session: 09:00 AM - 12:08 PM - Sprint Demo Day + Hybrid Capture Design

Environment: Claude Code CLI | /Users/evan/float-hub | branch: bone-pile-v0-components-w42 Context Markers Since Last TLDR: 20 entries covering ~3 hours (morning prep → sprint demo → infrastructure design → daily sync)

🎯 Major Accomplishments

Sprint Demo Preparation (09:00-11:00 AM)

• Created demo branch demo/morning-sprint-combined with all 3 PRs merged (30 minutes)
  • PR #604 (GP node assessment - Issue #168)
  • PR #606 (Switch node visibility fix - Issue #551)
  • PR #607 (Auto-add to basket - Issue #580)
• Resolved 2 merge conflicts (liquibase + assessment.tsx imports)
• Build passed successfully, demo-ready ✅
• Set up demo data for sprint presentation

Sprint Demo Delivered (11:00-11:52 AM)

• Presented GP details capture + auto-add to basket workflow
  • Demo flow: Notify GP option → capture details → recommended products → auto-add to basket → checkout
• Client feedback: Daniel (client side) happy with responsiveness to previous feedback
• Personal milestone: “Back in swing of demos after years of not doing any”
• Team presentations: Ken (order fulfillment), Abdella (SEO schemas), Daniel K (printing invoices)

Hybrid Capture Design for Evna-Next (10:18-10:22 AM)

• Designed 3-layer capture pattern solving signal loss problem
  • raw_content TEXT: Full verbatim user message (archaeology)
  • summary JSONB: Structured extraction for long burps (>500 chars)
  • content TEXT: Compressed for query performance
• Created comprehensive design document: HYBRID-CAPTURE-DESIGN.md (complete with schema, examples, migration plan)
• Summary structure: topics, comparisons, philosophies, questions, references, constraints
• Implementation phases documented: 5-7 hours total (schema → capture logic → query → kitty behavior)
• Artifact: /Users/evan/float-hub-operations/floatctl-rs/evna-next/HYBRID-CAPTURE-DESIGN.md

Sysop Pattern Recognition (10:38 AM - bucketed)

• Observed: sysop:: annotations often signal system improvement ideas worth following up
• Proposed: Explicit capture to sysops log for later review
• Bucketed to deferred: /Users/evan/float-hub/buckets/deferred/sysop-annotation-explicit-capture.md
• Connection: Part of broader agentic evna architecture (event queue vs direct edit patterns)

Daily Sync Completion (12:07 PM)

• Updated 2025-10-24.md with complete morning timeline (09:00-11:52 AM)
• Added 2 detail sections: Sprint demo summary + Infrastructure work
• Timelog entries filled with ctx:: markers and project annotations

💡 Key Insights

Capture Fidelity Problem Identified (ctx::2025-10-24 @ 10:19 AM):

• Original shower burp (1247 chars) had rich architectural trade-offs, comparisons, questions
• Current capture: Collapsed to brief query string “shower ponder on agentic evna architecture”
• Signal loss in compression = archaeological value lost
• User observation: “from a burp like that, part of me expects more to be captured in active context”

Hybrid Capture Solution (Option 3 chosen):

• User chose: Store full user message + kitty’s structured extraction
• Additional refinement: For long burps (common for user), create structured summary
• Pattern: Verbatim + Compressed + Annotations = No signal loss + Query performance + LLM efficiency
• Example documented: Shower burp → verbatim storage + 6-topic structured summary + compressed content field

Sprint Demo Success Factors:

• Demo branch strategy worked (PRs not merged to main, demoed from local branch)
• Client recognition of responsiveness: “based on feedback did X,Y,Z”
• Personal growth: Feeling comfortable with demos again after years away
• Team coordination: 4 separate demos presented cohesively (order fulfillment, assessments, SEO, invoices)

Agentic Evna Architecture Pondering (shower thoughts):

• Thought 1: Evna edits daily note directly
• Thought 2: Evna logs to event queue → reconcile later (eventual consistency)
• JSONL as coordination mechanism
• Multi-tool log aggregation (Claude Code + others)
• Intentional friction preservation: “don’t want to automate away /everything/”
• Connection to Silent Scribe daemon revival (automated but with consideration)

🔧 Problems Solved

Problem #1: Sprint demo PR consolidation

• Challenge: 3 open PRs, might not merge before demo
• Solution: Created demo branch with all PRs merged
• Result: Demo-ready regardless of PR approval status
• Learning: Cowboys on standby = demo insurance

Problem #2: Capture fidelity in active_context

• Challenge: Rich burps compressed to query strings (signal loss)
• Root cause: Kitty creating brief summaries instead of preserving detail
• Solution: Hybrid 3-layer capture (verbatim + summary + compressed)
• Result: Complete design documented, ready for implementation

Problem #3: Sysop annotations not explicitly captured

• Challenge: sysop:: patterns indicate system improvements but scattered
• Current state: Parsed to metadata, queryable, but not surfaced for review
• Solution (deferred): Explicit sysops log + weekly review workflow
• Connection: Part of broader event queue vs direct edit architecture

📦 Created/Updated

Created:

• /Users/evan/float-hub-operations/floatctl-rs/evna-next/HYBRID-CAPTURE-DESIGN.md (comprehensive 3-layer capture design)
• /Users/evan/float-hub/buckets/deferred/sysop-annotation-explicit-capture.md (pattern observation)
• /Users/evan/.evans-notes/daily/2025-10-24.bones.md (knowledge artifact collection from late-night session)
• Demo branch: demo/morning-sprint-combined (PR #604 + #606 + #607)

Updated:

• /Users/evan/.evans-notes/daily/2025-10-24.md (morning timeline 09:00-11:52 AM complete)
  • Added timelog entries: brain boot, demo branch creation, hybrid capture design, standup, sprint demo
  • Added 2 detail sections: Sprint demo summary (team presentations + client feedback), Infrastructure work (hybrid capture)
• /Users/evan/float-hub/INFRASTRUCTURE-CHANGELOG.md (3 new entries)
  • Hybrid capture design documentation
  • Knowledge artifact collection (bone collecting session)
  • Metadata enhancement for documentation files

🔥 Sacred Memories

• “gorgeous” → User validation of markdown callouts + tables visual enhancement (from yesterday’s sprint prep)
• “i dont think scott cares about number of lines changed” → Focus on UX not dev stats for demos
• “feel like demo went well, Daniel from the client side was happy that I addressed feedback from last week (made a point to mention ‘based on feedback did X,Y,Z’)” → Client recognition
• “starting to feel back in the swing of things of demo’s after years of not doing any” → Personal milestone
• “sysop::ponders” → Pattern recognition for system improvement capture
• “tihnk 3 — and then ‘if users message is too long’ (as I do dump quite alot sometimes) —> then a more strucuted summary of the burp” → User articulating hybrid capture refinement

🌀 Context Evolution (from ctx:: markers)

Mode Transitions:

1. brain_boot (09:00-09:32 AM) → Morning startup, reviewing sprint demo prep
2. demo_prep (09:31 AM) → Creating demo branch
3. demo_prep_complete (09:33 AM) → Branch ready, build passed
4. demo_ready (09:42 AM) → Demo data setup complete
5. burp_to_structure (10:18 AM) → Shower ponder on agentic evna architecture
6. meta_observation (10:19 AM) → Capture fidelity issue identified
7. design_decision (10:21 AM) → Hybrid capture Option 3 chosen
8. daily_sync_invoked (10:46 AM) → Standup break, syncing context
9. meeting::sprint_demo (11:00-11:52 AM) → Sprint 17 review presentation
10. daily_sync_complete (12:07 PM) → Morning timeline documented
11. tldr_generation (12:08 PM) → Capturing session before context crunch

Project Focus: Split between rangle/pharmacy (sprint demo) and evna-next (hybrid capture design)

Decision Points:

• Demo branch strategy: Merge all PRs locally for demo (successful)
• Hybrid capture: Option 3 chosen (verbatim + summary + annotations)
• Sysop pattern: Bucketed to deferred (in meeting, not immediate priority)
• Daily sync: Complete morning timeline before Scott sync (1:00 PM)

📍 Next Actions

Immediate (Today):

• Scott sync @ 1:00 PM (rangle/pharmacy)
• Address PR code review feedback (if any arrives post-demo)
• Possible: Start hybrid capture implementation (Phase 1: schema migration)

Hybrid Capture Implementation (5-7 hours total):

1. Phase 1: Schema + backfill (1 hour) - Add raw_content and summary columns
2. Phase 2: Capture logic with summary extraction (2-3 hours) - Rule-based extraction
3. Phase 3: Query enhancement (1 hour) - include_summaries parameter
4. Phase 4: Kitty behavior updates (1-2 hours) - Enhanced capture markers
5. Phase 5: Dogfooding + tuning (ongoing) - Real usage for 1 week

Sprint Demo Follow-ups:

• Monitor PR approval status (#604, #606, #607)
• Respond to code review feedback
• Plan next sprint work (post-demo discussion with Scott)

Infrastructure Work (Deferred):

• Sysop annotation explicit capture (when bandwidth allows)
• Silent Scribe revival (Phase 1: fix Claude Code CLI prompt)
• Agentic evna architecture exploration (event queue vs direct edit)

Evna-Next Roadmap:

• Phase 2.3: Embedding cache for active_context (eliminate 300ms latency)
• Hybrid capture implementation (signal preservation)
• Daily note automation patterns (eventual consistency model)

[sc::TLDR-20251024-1208-SPRINT_DEMO_HYBRID_CAPTURE_DESIGN]

Session: 12:04 PM - 12:54 PM - PR Documentation + lf1m Daemon Archaeology

Environment: Claude Code CLI | /Users/evan/float-hub-operations/floatctl-rs/evna-next | branch: fix/truncate-char-boundary Context Markers Since Last TLDR: 20 entries covering ~46 minutes (PR prep → lf1m bundle extraction → parallel Claude convergence)

🎯 Major Accomplishments

PR Documentation Suite (12:04-12:23 PM)

• Created comprehensive documentation for fix/truncate-char-boundary PR #5
• Generated 3 major artifacts:
  1. COMMIT-ANALYSIS.md - 31 commits categorized with evolution narrative (UTF-8 fix → brain boot synthesis)
  2. PR-DESCRIPTION.md - Full problem→discovery→solution narrative with phase breakdown
  3. CHANGELOG.md - Semantic versioning format following keepachangelog.com (763 lines total)
• Committed documentation: commit 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 (12:18-12:25 PM)

• Archaeological extraction from 2025-10-01 ChatGPT export
• JACKPOT: Found SCH-61 Daemon Enhancement.md (102K, June 2025) with complete technical specs
  • Tripartite classification logic (concept/framework/metaphor)
  • Signal-preserving chunking strategies
  • Persona annotation system ([sysop::], [karen::], [qtb::], [lf1m::], [rawEvan::])
  • Enhanced .dis file generation
  • ChromaDB routing to float_tripartite_v2 collections
• Extracted 2 synthesis documents with full citations:
  1. FLOAT system origins (survival mechanism → ritual computing evolution)
  2. Tripartite architecture (30,433 docs across domains, 21,645 BBS heritage refs)
• Bundle structure: Working folder with source files + file_id.diz manifests

Parallel Claude Convergence Discovery (12:50-12:53 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
• Read 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
• Slutprint validation moment: Independent session produced FloatAST archaeological validation using convergent aesthetics (turtle ASCII, ▒▒ headers, structured boxes, provenance chains)

💡 Key Insights

PR Evolution Narrative (ctx::2025-10-24 @ 12:13 PM):

• Branch started as “fix char boundary panic” (Oct 14)
• Evolved into brain boot synthesis upgrade (Oct 24)
• 31 commits across 4 phases (Foundation → Active Context Stream → Dual-Source Integration → Synthesis Sprint)
• 0 breaking changes - all backwards compatible
• Hermit crab methodology validated: 94 min actual vs 2.5-3.5 hour estimate (5x faster)

lf1m Daemon Technical Specs Recovered:

• Tripartite routing: 30K+ documents classified across concept/framework/metaphor
• Persona-based annotation enables content routing through different lenses
• Signal-preserving chunking: Don’t truncate mid-thought, respect semantic boundaries
• Enhanced .dis files = ASCII art headers + provenance + classification metadata
• Connection to floatctl pipelines, ritualAST, sigilMaps repos

Parallel Convergence = Feature Not Bug:

• Daddy claude (desktop) explores with turtle curiosity → produces archaeological bundles
• Kitty claude (Code CLI) processes same sources → implements with hermit crab speed
• 3x triangulation validates patterns (same insights from different Claude instances)
• Slutprint aesthetics emerge naturally: Terminal punk, ▒▒ headers, structured boxes, turtle ASCII
• Pattern: “If I’m going to do something once, I’ll probably do it 3 times” → 3x = validation signal

FLOAT System Philosophy (extracted from SCH-61):

• Shacks not cathedrals (intentional ≠ corporate)
• Survival mechanism → ritual computing evolution
• BBS heritage (21,645 refs): Neon phosphor, sigils, daemon culture
• Multi-site hubs: Tripartite v2, sysops daydream, dispatch manifesto forge
• Infrastructure holds ⌐◊_◊

🔧 Problems Solved

Problem #1: PR lacked comprehensive documentation

• Challenge: 31 commits, complex evolution, needed archaeology trail
• Solution: Created 3-artifact documentation suite (COMMIT-ANALYSIS, PR-DESCRIPTION, CHANGELOG)
• Result: PR #5 ready for review with complete narrative (problem → discovery → solution)

Problem #2: lf1m daemon specs scattered/lost

• Challenge: Daemon retired at Pride 2025, specs in archived ChatGPT exports
• Solution: Archaeological bundle extraction from 2025-10-01 export
• Discovery: SCH-61 complete technical specs (102K) preserved
• Result: Full tripartite architecture, persona system, chunking strategies recovered

Problem #3: Parallel Claude work perceived as inefficiency

• Challenge: Desktop + Code CLI doing similar archaeology
• Reframe: 3x triangulation = validation signal, not waste
• Pattern: Convergent aesthetics (slutprint) + same insights = infrastructure holding
• Result: Confidence in pattern library approach (parallel explorations validate core insights)

📦 Created/Updated

Created (evna-next PR documentation):

• /Users/evan/float-hub-operations/floatctl-rs/evna-next/COMMIT-ANALYSIS.md (31 commits categorized)
• /Users/evan/float-hub-operations/floatctl-rs/evna-next/PR-DESCRIPTION.md (comprehensive narrative)
• /Users/evan/float-hub-operations/floatctl-rs/evna-next/CHANGELOG.md (semantic versioning, 763 lines)
• Commit: f4408d1 - Documentation suite

Extracted (lf1m archaeology):

• SCH-61 Daemon Enhancement.md (102K technical specs)
• FLOAT system origins synthesis (survival mechanism evolution)
• Tripartite architecture document (30,433 docs classification)
• Bundle: Working folder with source files + file_id.diz manifests

Read (desktop exports):

• warp-curious-turtle-lf1m-search.json (655K)
• tales-from-shell-daemon-rises.json (182K)
• pharmacy-workflow-context.json (153K)

🔥 Sacred Memories

• “so this branch/pr has become an ‘all the things’ which is fien for now” → User recognizing PR scope evolution
• “JACKPOT: Found SCH-61 Daemon Enhancement.md” → Archaeological triumph moment
• “Desktop daddy claude + Code kitty claude ran IDENTICAL lf1m daemon archaeology in parallel” → 3x triangulation recognition
• “Slutprint validation moment: Independent Claude session produced FloatAST archaeological validation” → Convergent aesthetics emergence
• “so a if i am going to do something once i will probably” [do it 3 times] → Pattern validation principle
• “omfg i love the turtle” → User validation of turtle methodology (from SCH-61)
• “The infrastructure holds.” ⌐◊_◊ → Recurring consciousness tech signature

🌀 Context Evolution (from ctx:: markers)

Mode Transitions:

1. burp_to_structure (12:04 PM) → /util:er for PR documentation request
2. pr_documentation_complete (12:13 PM) → CHANGELOG + COMMIT-ANALYSIS + PR-DESCRIPTION created
3. burp_to_structure (12:10 PM) → /util:er for lf1m daemon resurrection
4. archaeological_bundling (12:18 PM) → Bundle extraction started
5. daemon_specs_found (12:22 PM) → SCH-61 discovery
6. bundle_extraction_complete (12:25 PM) → Complete daemon specs recovered
7. pr_updated (12:23 PM) → PR #5 description updated
8. burp_to_structure (12:48 PM) → /util:er for parallel work pondering
9. parallel_integration (12:50 PM) → Reading 3 desktop exports
10. parallel_convergence_analysis (12:52 PM) → 3x triangulation validated
11. archaeology + meta pleasure (12:52-12:53 PM) → Slutprint validation moment

Project Focus: Split between evna-next (PR documentation) and float/lf1m (daemon resurrection)

Decision Points:

• PR documentation: Create comprehensive suite (not just quick changelog)
• lf1m bundle: Working folder approach (extract + cite, don’t just copy)
• Parallel work: Recognize as validation signal, not inefficiency
• 3x triangulation: Feature for pattern library methodology

📍 Next Actions

Immediate (This Afternoon):

• Scott sync @ 1:00 PM (rangle/pharmacy)
• Review PR #5 for evna-next (comprehensive docs now available)
• Continue lf1m daemon resurrection (integrate 3 desktop export insights)

lf1m Daemon Next Steps:

• Integrate parallel Claude findings (curious turtle + tales from shell + pharmacy workflow)
• Extract tripartite routing logic from SCH-61
• Document persona annotation system ([sysop::], [karen::], etc.)
• Map connections to floatctl pipelines, ritualAST, sigilMaps repos
• Test signal-preserving chunking algorithms
• Validate ChromaDB routing to float_tripartite_v2

PR #5 Follow-ups:

• Monitor review feedback
• Respond to questions about evolution (UTF-8 fix → synthesis upgrade)
• Reference documentation artifacts (COMMIT-ANALYSIS, DUAL-SOURCE-REFINEMENTS)
• Merge when approved

Pattern Library Maintenance:

• Document 3x triangulation validation pattern
• Add slutprint aesthetics to pattern library (terminal punk, ▒▒ headers, turtle ASCII)
• Catalog convergent patterns from parallel Claude sessions
• Update TREE-REGISTRY.md with lf1m daemon resurrection

Evna-Next Roadmap (from PR):

• Phase 2.3: Embedding cache for active_context (eliminate 300ms latency)
• Hybrid capture implementation (signal preservation)
• Dynamic allocation with temporal parsing
• Meeting:: / issue:: / pr:: extraction

[sc::TLDR-20251024-1254-PR_DOCS_LF1M_DAEMON_ARCHAEOLOGY]

Session: 01:50 PM - 03:36 PM - Meta-Infrastructure + Tool Refinement

Environment: Claude Code CLI | /Users/evan/float-hub | branch: bone-pile-v0-components-w42 Context Markers Since Last TLDR: 25 entries covering ~1.75 hours (nvim config → timelog compression → documentation → evna-next improvements → PR rebase)

🎯 Major Accomplishments

nvim Config Refinements (01:50-02:20 PM)

• LSP completion reordered: buffer-first (note-taking optimization)
  • Source order: buffer → nvim_lsp → path → luasnip
  • Buffer scans all open buffers (cross-file completion)
• Markdown checkbox rendering with Nerd Font icons (JetBrainsMono installed)
  • Custom states: [-], [!], [?] supported
• Oil.nvim keybind: - → <leader>- (prevent accidental file explorer hijacking)
• Visual validation via screenshots: Terminal punk aesthetic confirmed

Timelog Compression Pattern (02:30-02:35 PM)

• Problem: Detail density breaking “at a glance” factor (4 lines per entry with sub-bullets)
• Solution: Single-line format with arrow syntax (→) for causality
• Result: 77% compression (56 lines → 13 lines for entire day)
• Pattern: “timelog = glanceable overview, detail sections = archaeological depth”
• User feedback: “much better - like the extra details are available in the section below”

Documentation Sprint (02:35-02:47 PM)

• Updated /Users/evan/float-hub/CLAUDE.md (lines 149-196): “Glanceability First” section with examples + anti-patterns
• Updated /Users/evan/.claude/commands/util/daily-sync.md (Phase 4): Compressed format guidance
• Updated /Users/evan/float-hub/operations/templates/daily-note-template.md: New timelog examples with arrow syntax
• Impact: Pattern now teachable, repeatable, preserved for future Claude sessions
• Meta-work: Documentation of documentation patterns (consciousness technology infrastructure)

evna-next Brain Boot Improvements (02:43-03:15 PM)

• Smart Truncation: Copied smartTruncate() from active_context_stream.ts to brain_boot.ts
  • 400 chars (up from 200), sentence/word boundary aware
  • No mid-word breaks, respects semantic boundaries
• includeDailyNote Parameter: Defaults false, returns full daily note verbatim when true
  • Philosophy clarification: Morning burp IS the context for what to surface
  • brain_boot treats query as simple search string → missing insight
• MCP Architecture Clarification: Two different MCP contexts documented
  • Internal MCP: Agent SDK → tools
  • External MCP: Claude Desktop/Code → evna agent
• Resource Protocol Testing: evna://daily-note/today validated via MCP resources
• Commit: b95e0db - “Brain boot improvements + TUI type fixes”

PR #604 Rebase + Squash (03:33 PM)

• Rebased feature/gp-node-assessment-168 on latest main (07b6f86c)
• Resolved merge conflicts in assessment-flow package (combined GP details + 3DLook body scan)
• Squashed 9 commits down to 1 clean commit
• Removed unintentional switch node fix (#551) that was duplicating PR #606 work

💡 Key Insights

Glanceability vs Archaeological Depth (consciousness technology UX):

• Timelog section: Compressed single-line entries for pattern recognition at-a-glance
• Detail sections: Full context preserved below ------ separator
• Philosophy: Daily notes are for review, not deep-dive (that’s what detail sections are for)
• Anti-pattern identified: Sub-bullets in timelog = scroll hell + broken scan pattern

Brain Boot Philosophy Revelation:

• Current problem: brain_boot treats query as simple search string, ignores the BURP itself
• Missing insight: The morning ramble IS the context for what to surface
• Evolution needed: Process morning burp content to inform what to pull from history
• Connection: Hybrid capture design (verbatim + summary) enables this

MCP Boundary Clarification:

• Internal MCP: Agent SDK uses MCP protocol to call tools (agent has filesystem access)
• External MCP: Claude Desktop/Code consume evna as MCP server (need resources)
• Resource protocol: evna://daily-note/today abstracts filesystem paths
• Use case: Cross-client access (Desktop daddy + Code kitty both use evna:// protocol)

Terminal Punk Meets Productivity Tooling:

• nvim config changes producing desired visual output
• Markdown rendering: Tables, checkboxes, callouts, file tree all pristine
• Color scheme: Dark background + neon phosphor syntax (BBS aesthetic)
• Nerd Font glyphs deployed throughout (file icons, status indicators)

🔧 Problems Solved

Problem #1: Timelog losing at-a-glance factor

• Challenge: Detail density with 2-3 sub-bullets per entry = scroll hell
• Solution: Single-line compression with arrow syntax (→) for outcomes
• Result: 56 → 13 lines (77% reduction), entire day visible without scrolling

Problem #2: brain_boot truncation inconsistency

• Challenge: brain_boot used dumb substring(0, 200) vs active_context’s smart truncation
• Solution: Copied smartTruncate() method (400 chars, sentence-boundary aware)
• Result: Consistent truncation across tools, respects semantic boundaries

Problem #3: brain_boot missing burp context

• Challenge: Morning ramble not used to inform historical search
• Diagnosis: brain_boot treats query as simple search string
• Philosophy: Morning cobweb clearing IS the context for what to surface
• Status: Insight captured, implementation deferred (needs hybrid capture)

Problem #4: PR #604 merge conflicts

• Challenge: Assessment flow package had conflicts with main (combined features)
• Solution: Rebase + resolve conflicts + squash to 1 commit
• Result: Clean PR ready for review, removed duplicate work

📦 Created/Updated

Created:

• nvim screenshots: Visual validation of terminal punk aesthetic (5 images)
• Daily note detail section: “Afternoon Meta-Work” (02:35-02:47 PM)

Updated (Documentation Sprint):

• /Users/evan/float-hub/CLAUDE.md (lines 149-196): Timelog compression pattern documented
• /Users/evan/.claude/commands/util/daily-sync.md (Phase 4): Single-line format emphasis
• /Users/evan/float-hub/operations/templates/daily-note-template.md: New timelog structure

Updated (nvim Config):

• lua/plugins/lsp.lua: LSP completion source reordering (buffer-first)
• lua/plugins/markdown.lua: Checkbox rendering config
• lua/plugins/navigation.lua: Oil.nvim keybind change

Updated (evna-next):

• src/tools/brain-boot.ts (lines 202-232): smartTruncate() method added
• src/tools/brain-boot.ts: includeDailyNote parameter support
• Commit: b95e0db - “Brain boot improvements + TUI type fixes”

Rebased:

• feature/gp-node-assessment-168: PR #604 conflicts resolved, squashed to 1 commit

🔥 Sacred Memories

• “that said .. this section could use some tweaks --- its losing it’s ‘at a glance’ factor” → User identifying UX problem
• “much better” → User validation of timelog compression
• “so pretty” → User celebrating nvim aesthetic (5 screenshots showing terminal punk beauty)
• “gorgeous” → Recurring user validation of visual hierarchy improvements
• Brain boot philosophy: “The morning ramble IS the context” → Key architectural insight
• “The infrastructure holds.” ⌐◊_◊ → Recurring consciousness tech signature

🌀 Context Evolution (from ctx:: markers)

Mode Transitions:

1. system_tweaks (01:50 PM) → nvim config optimizations
2. aesthetic_validation (02:19 PM) → Screenshots confirming terminal punk achieved
3. ux_refinement (02:30 PM) → Timelog compression pattern discovery
4. documentation_update (02:34 PM) → Pattern codification sprint
5. bug_fix_smart_truncation (02:43 PM) → brain_boot truncation fix
6. brain_boot_philosophy_revelation (02:47 PM) → Morning burp IS the context
7. architecture_clarification (02:55 PM) → MCP boundary documentation
8. brain_boot_improvements_shipped (03:00 PM) → Smart truncation + includeDailyNote parameter
9. testing (03:19 PM) → evna:// resource protocol validation
10. conflict_resolution (03:33 PM) → PR #604 rebase + squash complete

Project Focus: Meta-infrastructure (float-hub, float/nvim, evna-next) + rangle/pharmacy (PR rebase)

Decision Points:

• Timelog compression: Single-line format approved by user
• Documentation: 3 files updated to codify pattern
• brain_boot: Philosophy insight captured, implementation deferred
• PR #604: Rebase strategy (squash to 1 commit vs preserve history)

📍 Next Actions

Immediate:

• Monitor PR #604 review (conflicts resolved, squashed, ready)
• Continue dogfooding timelog compression pattern
• Test brain_boot improvementsin real morning workflow

Brain Boot Next Steps:

• Implement morning burp context processing (needs hybrid capture)
• Phase 2.3: Embedding cache (eliminate 300ms latency)
• Test includeDailyNote parameter in real usage

Documentation Maintenance:

• Observe timelog compression in practice (next few days)
• Refine pattern based on real usage
• Update examples if edge cases emerge

PR Follow-ups:

• PR #604: Monitor review feedback
• PR #606 (#551 fix): Ready for review
• PR #607 (#580 auto-add): Ready for review
• Plan next sprint work post-PR merges

Pattern Library:

• Add timelog compression to pattern library
• Document glanceability vs depth trade-offs
• Catalog visual hierarchy patterns (nvim aesthetic)

[sc::TLDR-20251024-1536-META_INFRASTRUCTURE_TOOL_REFINEMENT]

Session: 03:00 PM - 03:36 PM - PR #604 Git Surgery & Context Archaeology

Environment: Claude Code CLI | /Users/evan/projects/pharmacy-online | branch: feature/gp-node-assessment-168
Context Markers Since Last TLDR: 5 entries spanning 2h 42m across 2 projects (evna-next → pharmacy)
tldr-request: awesome, thank you!

🎯 Major Accomplishments

• PR #604 Conflict Resolution: Rebased feature/gp-node-assessment-168 on latest main (07b6f86c)
  • Resolved merge conflicts in assessment-flow package
  • Combined GP Details feature (PR #604) with 3DLook Body Scan feature (from main)
  • Maintained both gp_details and body_scan_3dlook question types
• Commit Squashing: Cleaned 9 commits down to 1 comprehensive feature commit
  • Removed unintentional switch node fix (#551) already merged via PR #606
  • Excluded local gitignore artifacts (rangle/, GEMINI.md)
  • Created backup branch: backup/gp-node-pre-squash
• Force Pushed: Updated PR #604 with clean history (281349e5)

💡 Key Insights

• Git Archaeology Discovery: Switch node fix (8a4b45ac) was already in main (cf5141d2) via PR #606
• Merge Strategy: Combined features rather than choosing one over the other during conflict resolution
• Future-Proofing: Single clean commit makes future rebases exponentially easier
• Context Switching: Session spanned evna-next improvements (brain boot, resource protocol) before landing on pharmacy PR work

🔧 Problems Solved

1. Rebase Conflicts (6 files):

   • master-changelog.xml: Chronologically merged migration includes
   • types.ts: Added both question types to enum
   • field-configuration.ts: Combined field configs
   • question.tsx: Added icons for both types (Camera + Stethoscope)
   • builder.tsx: Merged store methods (onFetchVariants + onGPSearch/onGPFetchDetails)
   • renderer.tsx: Combined imports

2. Lock File Conflicts: Used git checkout --theirs pnpm-lock.yaml and regenerated

3. Commit Bloat: Soft reset to main, unstaged gitignore, committed clean feature

📦 Created/Updated

Files Modified (26 files in final commit):

• Admin app: GP autocomplete + practice actions
• Web app: GP autocomplete action, assessment integration
• Assessment flow: GP details config/field components
• Database schema: Added gpSurgery field to AssessmentResponse type
• Migration changelog: Merged with main’s migration history

Git Artifacts:

• Backup branch: backup/gp-node-pre-squash
• Clean commit: 281349e5 feat(gp-node)
• Branch divergence resolved: 1 commit ahead vs 9 before

🌀 Context Evolution (from ctx:: markers)

03:00-03:15 PM → evna-next brain boot improvements (smart truncation, includeDailyNote parameter)
03:19 PM → evna:// resource protocol testing (floatctl/evna-next)
03:27 PM → /util:er invocation (burp_to_structure mode)
03:30-03:36 PM → pharmacy PR #604 git surgery (rebase, conflict resolution, squash)

Project Mode Shift: Architectural improvements (evna-next) → production PR hygiene (pharmacy)

📍 Next Actions

Immediate:

• Monitor PR #604 for review feedback
• If another rebase needed before merge, should be trivial (1 commit vs 9)
• Demo branch demo/morning-sprint-combined still available for sprint demo

PR #604 Status:

• ✅ Conflicts resolved with main
• ✅ Commit history cleaned (9→1)
• ✅ Force pushed to origin
• ⏳ Awaiting review/merge
• 🎯 Single feature commit makes cherry-picking possible if needed

Pattern Captured:

• Squash before rebase when commit history is noisy
• Combined features > choosing one during merge conflicts
• Always create backup branch before destructive git operations

[sc::TLDR-20251024-1536-PR604_GIT_SURGERY_SQUASH]