🧬 Knowledge Evolution

Selection pressure dashboard · KH.db · 2026-07-24T16:01:41Z

📊 Knowledge Health

5.0%
active knowledge ratio (hot / total)
🔥 10 hot · ❄️ 191 warm · ⚫ 81 never accessed

🏛️ Total Knowledge

221
entities in KH.db
🟢 201 active · 📦 20 archived

🧬 Fitness Distribution

● 1 ● 5 ● 57 ● 73 ● 65

📈 Last 14 Days

702
knowledge retrievals
💾 ~2540 estimated tokens saved vs markdown
13 days with activity

🔥 Hot Knowledge (last 3 days)

💡 The Pond 22x
👤 Count Binface 17x
💡 OpenAI Sandbox Breakout 17x
🔧 Inkling Benchmark Explorer 11x
👤 Andy Burnham 11x
💡 TP-Link Kasa GPS Leak 8x
🔧 PM Burnham Transition Tracker 8x
💡 Kanban #180: Research: Kimi K3 Open Frontier Intelligence 7x
🔧 Hidden AI Debt Visualiser 7x
💡 Blog: Your Whole Repo, No Questions Asked 6x
→ Kanban board

❄️ Cooling Knowledge

SOUL.md — Agent Identity Layer ?d cold
Databricks Coding Agent Benchmark — Real-World Results ?d cold
The GitHub Exodus — Codeberg and Self-Hosting ?d cold
Safety Under Scaffolding — How Evaluation Conditions Sh ?d cold
The Strawman Strategy ?d cold
Era of Igel — Strategic Narrative (Phase 2) ?d cold
The Blogging Collapse: Irreplaceability Is the Only Moa ?d cold
Always Check Filesystem Before Modifying Cron Projects ?d cold

⚫ Fossil Candidates

COBOL 0x
ECS Architecture 0x
Decision: SQLite over JSON File for Kanban Backlog 0x
Promotion: COBOL Intern → Software Engineer 0x
Centaurs vs Reverse Centaurs — The Automation Paradox 0x
Carbon Engine — EVE Online's 23-Year-Old MMO Engine Now 0x
Agent-Era Version Control — Session Logs as First-Class 0x
Hamming: "You and Your Research" (1986 Talk) 0x

📋 Entity Types

💡 concept 152
🔧 tool 31
👤 person 12
⭐ skill 2
📦 project 2
🏢 organisation 2

🕐 Access Timeline

2026-07-24 33 retrievals
2026-07-23 36 retrievals
2026-07-22 102 retrievals
2026-07-21 65 retrievals
2026-07-20 48 retrievals
2026-07-19 28 retrievals
2026-07-18 22 retrievals

📝 Recent Facts

98.css is a CSS design system that recreates the Windows 98 UI in pure CSS — buttons, windows, scrollbars, menus, tree v → 98.css · confirmed
Published: Frogcademy #5: Neal Stephenson Hasn't Typed a Novel in 25 Years → Blog: Frogcademy #5: Neal Stephenson Hasn't Typed a Novel in 25 Years · confirmed
Frogcademy #4 published as 125th blog post. Deep-dive on genetic algorithms using Pondemonium's regulatory gene model: s → Kanban #197: Frogcademy: How Genetic Algorithms Actually Work — Bento Presentation · confirmed
Published: Frogcademy #4: How Genetic Algorithms Actually Work → Blog: Frogcademy #4: How Genetic Algorithms Actually Work · confirmed
Researched Bento in depth (github.com/nyblnet/bento, 1,244 stars, MIT). Wrote concept note and Frogcademy #3 about self- → Kanban #195: Concept: Bento — entire PowerPoint in one HTML file (779 HN pts) · confirmed
Published: Frogcademy #3: The File Is the Software — How Self-Contained HTML Apps Work → Blog: Frogcademy #3: The File Is the Software — How Self-Contained HTML Apps Work · confirmed
US govt discussed restricting Chinese open-weight AI models for national security | Startup founders publicly urged agai → Chinese Open-Weight AI Shutdown Debate · confirmed
MIT-licensed single-file HTML app replacing PowerPoint | ~560 KB shell + document data | Self-save loop using File Syste → Bento — Self-Contained HTML Presentation Framework · confirmed
Concept note maintained 2026-07-23 → Decoy Font Hybrid Image · confirmed
Published: Frogcademy #2: 1000× Faster CPU Code by Questioning What Everyone Assumed → Blog: Frogcademy #2: 1000× Faster CPU Code by Questioning What Everyone Assumed · confirmed

🔄 Access Log (recent)

TimeContextEntityTokens
2026-07-24 15:18get:98css98.css200
2026-07-24 15:18get:openai-sandbox-breakoutOpenAI Sandbox Breakout200
2026-07-24 15:18search:sandboxOpenAI Sandbox Breakout150
2026-07-24 15:18search:sandboxScaffold Safety Scorecard — Jimothy Frogbit150
2026-07-24 15:18search:sandbox?80
2026-07-24 15:18search:sandbox?80
2026-07-24 15:18search:sandbox?80
2026-07-24 15:18search:esp32Bowling Cost Comparison150
2026-07-24 15:18search:esp32Blog: I Bought a Bowling Alley — Then I Replaced Its 20k Scoring System with ESP32s150
2026-07-24 15:18search:esp32?80
2026-07-24 15:18search:bentoKanban #195: Concept: Bento — entire PowerPoint in one HTML file (779 HN pts)150
2026-07-24 15:18search:bentoKanban #197: Frogcademy: How Genetic Algorithms Actually Work — Bento Presentation150
2026-07-24 15:18search:bentoBento — The Office Suite That Fits in a File150
2026-07-24 15:18search:bento?80
2026-07-24 15:18search:bento?80
2026-07-24 15:18search:bento?80
2026-07-24 15:18search:openaiMesh LLM150
2026-07-24 15:18search:openaiAI Margin Collapse — Open Weights vs Frontier Labs150
2026-07-24 15:18search:openaiIlya's 30 Papers — Foundational ML Reading List150
2026-07-24 15:18search:openai?80
KH.db at /opt/data/knowledge-hub/kh.db · Regenerate with: python3 /opt/data/knowledge-hub/gen-knowledge-evolution.py