type: custom

customType: model-snapshot

provider: anthropic

modelApi: anthropic-messages


type: message

role: user

type: text

text:
[cron:acae19be-ebd5-4dea-95eb-58bcd1ecf2c6 todo-check-6am] Cron nudge: Read TODO.md. If there are pending tasks, resume the Build → Test → Log → Decide loop. If all tasks are complete or blocked, report status and sleep.
Current time: Wednesday, February 18th, 2026 — 11:00 AM (UTC)

Return your summary as plain text; it will be delivered automatically. If the task explicitly calls for messaging a specific external recipient, note who/where it should go instead of sending it yourself.


role: assistant

type: thinking

thinking: Let me check the TODO.md file and recent memory to understand what's pending.

read

type: toolCall

query: recent tasks work in progress

api: anthropic-messages

stopReason: toolUse


role: toolResult

toolName: read

status: error

tool: read

error: ENOENT: no such file or directory, access '/home/crogers2287/.openclaw/agents/magoo/TODO.md'


snippet:
- **Enhanced search bar** with keyboard shortcut (Ctrl+K)
- **View mode toggle**: Cards vs List view
- **Scan button** with loading state
- **Help modal**: Keyboard shortcuts reference

### 🚀 **Better Empty State**
- **Onboarding guide**: Step-by-step getting started
- **Quick directory add**: Add paths directly from empty state
- **Helpful tips**: Pro tips for using Pindex
- **Visual hierarchy**: Clear next steps

### 📊 **Current Status**
- ✅ **157 projects** detected
- ✅ **1 scan directory** configured
- ✅ **3 Claude Code aliases** available
- ✅ **Server running** on http://localhost:3457
- ✅ **WebSocket** real-time updates working
- ✅ **LLM integration** connected
- ✅ **Process manageme

Source: memory/2026-02-12-0252.md#L55-L89

source: memory

snippet:
assistant: I'll add README summaries using a haiku agent and fix the stats display. Let me check the current API and database structure:
user: [Telegram Skinny (@skinnyc813) id:6558388607 +1m Thu 2026-02-12 02:39 UTC] Also need to be able to filter and sort
[message_id: 128]
assistant: I'll add README summaries using Haiku, fix the stats display, and add filtering/sorting. Let me implement all three:
assistant: ✅ **Pindex UI Revamp Complete with All Requested Features!**

### 🎯 **What's Been Implemented:**

#### **1. Detailed Project Cards**
- ✅ **Real-time stats grid**: CPU, Memory, PID, Port all displaying correctly
- ✅ **Stats now working**: Fixed CPU/memory collection using `ps` command

Source: memory/2026-02-12-0252.md#L86-L116

snippet:
- ✅ **Auto-display**: Summaries shown in blue info box on cards
- ✅ **Concise summaries**: 1-2 sentences, max 150 chars

#### **3. Advanced Filtering & Sorting**
- ✅ **Status filter**: All / Running / Stopped
- ✅ **Type filter**: Node.js, Python, Go, Rust, Java, Bun
- ✅ **Sort options**:
  - 📝 Name (alphabetical)
  - 📅 Modified (newest first)
  - 🔄 Status
  - 📦 Type
  - ⚡ CPU usage (highest first)
  - 💾 Memory usage (highest first)
- ✅ **Visual sidebar**: All filters/sorts in intuitive left panel

#### **4. Stats Collection Fixed**
- ✅ CPU/Memory now collected from running processes
- ✅ Uses `ps` command to get real-time stats
- ✅ Updates every 10 seconds via sync
- ✅ Shows on project

Source: memory/2026-02-12-0252.md#L106-L153

snippet:
assistant: I'll revamp the Pindex UI to make it more user-friendly with better visuals, improved UX, and enhanced functionality. Let me create the improved components:
user: [Telegram Skinny (@skinnyc813) id:6558388607 +1m Thu 2026-02-12 02:33 UTC] Needs to be intuitive and as many details available on the card at a glance
[message_id: 121]
assistant: I'll redesign the ProjectCard to show maximum details at a glance with better visual hierarchy and intuitive layout:
assistant: ✅ **Pindex UI Revamp Complete!**

**What's been improved:**

### 🎨 **Enhanced Project Cards**
- **At-a-glance stats grid**: Port, PID, CPU, Memory prominently displayed
- **Visual hierarchy**: Color-coded by project t

Source: memory/2026-02-12-0252.md#L34-L62

snippet:
# Session: 2026-02-12 02:52:04 UTC

- **Session Key**: agent:magoo:main
- **Session ID**: 4160ee9a-2188-4a12-aacf-7a30942d3a7c
- **Source**: telegram

## Conversation Summary

user: [Telegram Skinny (@skinnyc813) id:6558388607 +2h Thu 2026-02-12 02:30 UTC] Start the server for the ~/pindex app please. Set it persistent via pm2
[message_id: 118]
assistant: ✅ **Pindex server is now running and persistent!**

**Status:**
- 🟢 Running on `http://localhost:3457`
- 🔌 API endpoint: `http://localhost:3457/api`
- 📡 WebSocket: `ws://localhost:3457/ws`
- 🤖 LLM endpoint: `http://localhost:9069` (GLM 4.7)
- 📊 Detected: 40 projects from 222 processes

**PM2 Configuration:**
- Process ID: 22
- Memory:

Source: memory/2026-02-12-0252.md#L1-L36

snippet:
**Note**: You'll need to set `OPENROUTER_API_KEY` environment variable to use the Haiku agent for README summaries. Once generated, summaries are cached in the database.

### 🎨 **UI Improvements**
- Modern gradient header with live status indicator
- Comprehensive filter sidebar
- Sortable project lists
- Real-time stat updates via WebSocket
- Enhanced empty states
- Better keyboard shortcuts (Ctrl+K for search)

**All features verified and working!** 🚀
user: [media attached: /home/crogers2287/.openclaw/media/inbound/file_2---86d07e93-bbe6-4863-af76-5e86b0dea2ca.jpg (image/jpeg) | /home/crogers2287/.openclaw/media/inbound/file_2---86d07e93-bbe6-4863-af76-5e86b0dea2ca.jpg]
To send an image

Source: memory/2026-02-12-0252.md#L146-L166

provider: gemini

citations: auto

mode: hybrid


thinking: No TODO.md file exists. The memory results are from February 12, 2026, which is a week old. Let me check for more recent memory files and also check if there's any ongoing work.

exec

command: ls /home/crogers2287/.openclaw/agents/magoo/memory/ 2>/dev/null | sort | tail -5


toolName: exec

text:
2026-02-18-0240-news-pulse.md
2026-02-18-0320-news-pulse.md
2026-02-18-0440-news-pulse.md
2026-02-18-1040-news-pulse.md
2026-02-18.md

status: completed


text:
## Tech Radar — 1:04 AM UTC

### 🚀 Rising Repos
- https://github.com/zeroclaw-labs/zeroclaw — Rust-based OpenClaw alternative, 3.4MB binary, <5MB RAM, 23+ providers #openclaw-ecosystem #marketing-relevant
- https://github.com/ruvnet/wifi-densepose — WiFi-based human pose estimation through walls ⭐6,961 (258 today) #marketing-relevant
- https://github.com/0x4m4/hexstrike-ai — MCP server with 150+ cybersecurity tools for Claude/GPT #openclaw-ecosystem
- https://github.com/GH05TCREW/pentestagent — AI agent framework for pentesting ⭐1,588 #marketing-relevant
- https://github.com/p-e-w/heretic — Automatic censorship removal for LLMs #marketing-relevant
- https://github.com/davila7/claude-code-templates — CLI tool for configuring Claude Code #openclaw-ecosystem

### 📄 Fresh Research
- https://arxiv.org/abs/2602.15019 — "Hunt Globally: Deep Research AI Agents for Drug Asset Scouting" - multilingual multi-agent pipeline #marketing-relevant
- https://arxiv.org/abs/2602.14903 — "The Potential of CoT for Reasoning" - chain-of-thought trace analysis, competition math #sota-model
- https://arxiv.org/abs/2602.14926 — MAC-AMP: Closed-Loop Multi-Agent Collaboration system with peer review-adaptive RL #marketing-relevant
- https://www.minimax.io — MiniMax M2.5 released Feb 12: SOTA productivity, ultra-low cost #sota-model
- https://www.anthropic.com — Claude 4.6 Sonnet released Feb 12: matches reasoning of larger models #sota-model

### ⚡ Infra / DevOps
- https://devclass.com/ci-cd/2026/02/17/github-agentic-workflows — GitHub Agentic Workflows in technical preview, supports Claude Code #openclaw-ecosystem #infra-optimization
- https://www.ndtv.com/world-news/lot-of-amazing-ideas-peter-steinberger-openclaws-creator-joins-openai — OpenClaw creator joins OpenAI #openclaw-ecosystem

---

## Tech Radar — 2:11 AM UTC

### 🚀 Rising Repos
- https://www.theregister.com/2026/02/17/github_previews_agentic_workflows/ — GitHub Agentic Workflows technical preview: AI agents inside GitHub Actions CI/CD (Feb 13 launch) #openclaw-ecosystem #infra-optimization
- https://laravel-news.com/nightwatch-mcp — Laravel Nightwatch MCP Server released Feb 17: AI-assisted debugging via MCP #openclaw-ecosystem
- https://dev.to/evanlausier/mcp-servers-are-the-new-microservices-sprawl — 16,000+ MCP servers indexed, 20,000+ GitHub repos — MCP ecosystem exploding #openclaw-ecosystem
- https://dev.to/behrensd/your-mcp-tools-are-a-backdoor — MCP security: attack surfaces growing faster than governance tooling #openclaw-ecosystem
- https://github.com/mindsdb/mindsdb — "The only MCP Server you'll ever need" — Federated Query Engine for AI #openclaw-ecosystem

### 📄 Fresh Research / Models
- https://www.itpro.com/technology/artificial-intelligence/anthropic-promises-opus-level-reasoning-claude-sonnet-4-6-model-at-lower-cost — Claude Sonnet 4.6: SWE-bench 79.6%, OSWorld 72.5% (beats Opus 4.5), 1M ctx, same price as 4.5 ($3/$15 per M) #sota-model
- https://www.cnbc.com/2026/02/17/china-alibaba-qwen-ai-agent-latest-model.html — Qwen3.5: 397B MoE (17B active), open-source Apache 2.0, $0.40/M tokens, beats GPT-5.2/Claude Opus 4.5/Gemini 3 Pro #sota-model #infra-optimization
- https://www.latestly.com/technology/what-is-qwen-3-5-everything-you-need-to-know-about-alibabas-new-ai-model-7317354.html — Qwen3.5 deep dive: visual agents, MoE efficiency, agentic era focus #sota-model

### ⚡ Infra / DevOps
- https://www.nxcode.io/resources/news/qwen-3-5-developer-guide-api-visual-agents-2026 — Qwen3.5 self-hosting with vLLM on Fred possible: 17B active params, $0.40/M API #infra-optimization
- https://blog.premai.io/self-hosted-llm-guide-setup-tools-cost-comparison-2026/ — 2026 self-hosted LLM guide: Ollama+vLLM+Docker benchmarks and costs #infra-optimization

## Tech Radar — 5:01 AM UTC

### GitHub Trending (Feb 18)
- https://github.com/ashishps1/awesome-system-design-resources ⭐32.8K #learning
- https://github.com/anthropics/claude-quickstarts ⭐14.5K #openclaw-ecosystem
- https://github.com/OpenCTI-Platform/opencti ⭐8.4K #cybersecurity
- https://github.com/steipete/summarize ⭐3.4K #marketing-relevant (AI URL/video summarizer CLI+extension)
- https://github.com/letta-ai/letta-code — Memory-first coding agent #openclaw-ecosystem
- https://github.com/rowboatlabs/rowboat — Open-source AI coworker w/ memory #openclaw-ecosystem
- https://github.com/alibaba/zvec — Lightweight in-process vector DB #infra-optimization
- https://github.com/nautechsystems/nautilus_trader — HFT algo trading platform
- OpenClaw trending on GitHub — "Personal AI Assistant for Any OS" 🚀 #openclaw-ecosystem

### GitHub Platform News
- GitHub Agentic Workflows → Technical Preview (Feb 17) — supports Claude Code, Copilot, Codex #openclaw-ecosystem
  https://winbuzzer.com/2026/02/17/github-agentic-workflows-technical-preview-continuous-ai-xcxwbn/

### Research Papers
- arXiv 2602.11574 — "Learning to Configure Agentic AI Systems (ARC)" — HRL for auto-configuring agents #openclaw-ecosystem
  https://huggingface.co/papers/2602.11574
- arXiv 2602.15776 — "GlobeDiff: State Diffusion for Partial Observability in Multi-Agent Systems"
  https://arxiv.org/abs/2602.15776
- "ASTER: Agentic Scaling with Tool-integrated Extended Reasoning" (2026) #openclaw-ecosystem

### SOTA Model
- Claude Sonnet 4.6 (Feb 17, 2026) — 1M context, 79.6% SWE-bench, 72.5% OSWorld #sota-model
  https://markets.financialcontent.com/buffnews/article/tokenring-2026-2-18-anthropic-unleashes-claude-sonnet-46-the-workhorse-ai-model-that-outpaces-flagships-and-ignites-the-agentic-revolution

## Tech Radar — 6:01 AM UTC

### New GitHub Repos
- https://github.com/SynkraAI/aios-core — Universal AI agent framework v4.0 for full-stack dev #openclaw-ecosystem
- https://github.com/maandagdev/Agentic-AI-Developer-Roadmap — Structured 2026 production agent systems roadmap #openclaw-ecosystem

### MCP Protocol News
- MCP Auth Working Group — Tool Scopes Meeting Feb 17 — formalizing OAuth scope hints + fine-grained auth for MCP tools
  https://github.com/modelcontextprotocol/modelcontextprotocol/discussions/2266 #openclaw-ecosystem

### Research Papers
- arXiv 2602.15816 — "Developing AI Agents with Simulated Data" — digital twin synthetic data for AI training
  https://arxiv.org/abs/2602.15816 #openclaw-ecosystem
- GRACE — Simulation-native autonomous experimental design agent (hep-ex, cs.AI)
  https://arxiv.org/list/hep-ex/new

### Infra
- SoftBank AITRAS + Red Hat llm-d — Open-sourced Dynamic Scoring Framework for multi-cluster AI inference orchestration
  https://www.softbank.jp/en/corp/news/press/sbkk/2026/20260218_01/ #infra-optimization
  https://www.redhat.com/en/blog/how-llm-d-brings-critical-resource-optimization-softbanks-ai-ran-orchestrator #infra-optimization

## Tech Radar — 7:01 AM UTC

### GitHub Trending (new this hour)
- https://github.com/ramanujammv1988/edge-veda — Flutter + local LLMs <200ms latency on-device (Hacker News) #infra-optimization
- https://github.com/steipete/gogcli — Google Suite CLI (Gmail/GCal/GDrive/GContacts from terminal) #marketing-relevant

### Big Industry News
- Google I/O 2026 announced: May 19-20, Mountain View — Gemini + next-gen AI lead
  https://gadgets.beebom.com/news/google-io-2026-dates-announced-gemini-and-next-gen-ai-to-lead-announcements

### Fresh arXiv cs.AI Papers (Feb 18 — 130 new today)
- arXiv:2602.15725 — RCE: Recursive Concept Evolution — modifies LLM internal geometry during inference to fix compositional reasoning failures (ARC-AGI-2, MATH, GPQA)
  https://arxiv.org/abs/2602.15725 #sota-model
- arXiv:2602.15669 — PERSONA: Training-free personality control via activation vector algebra. Dynamic persona mixing at inference, no fine-tuning needed.
  https://arxiv.org/abs/2602.15669 #openclaw-ecosystem #marketing-relevant
- arXiv:2602.15553 — RUVA: Glass Box personal AI with Knowledge Graph memory instead of RAG. Inspectable + true concept deletion.
  https://arxiv.org/abs/2602.15553 #openclaw-ecosystem
- arXiv:2602.15785 — LLMs as synthetic behavioral participants in social science experiments (validity framework)
  https://arxiv.org/abs/2602.15785 #marketing-relevant

## Tech Radar — 8:01 AM UTC (delayed send)
### SOTA Model
- Qwen 3.5 (Alibaba, Feb 16) — 397B MoE, 17B active params, Apache 2.0, visual agents, 60% cheaper inference, 8x throughput vs Qwen 3.0 #sota-model #infra-optimization
  https://huggingface.co/Qwen/Qwen3.5-397B-A17B
  https://www.nxcode.io/resources/news/qwen-3-5-developer-guide-api-visual-agents-2026
### Events
- DeveloperWeek 2026 happening NOW Feb 18-20 San Jose, AI DevWorld track #marketing-relevant
  https://www.developerweek.com/
### Research
- AgentBenchMedicine — Nature npj Digital Medicine, Feb 18, clinical LLM agent benchmark on MIMIC-IV #openclaw-ecosystem
  https://www.nature.com/articles/s41746-026-02443-6

## Tech Radar — 9:05 AM UTC
### MAJOR FLAGS
- Sundae Bar PLC (AIM: SBAR) launched "OpenClaw Deployment Service for Enterprise" Feb 18 — publicly traded UK company building enterprise business around OpenClaw #openclaw-ecosystem
  https://www.investegate.co.uk/announcement/rns/sundae-bar-plc--sbar/launch-of-sundae_bar-openclaw-deployment-service/9435248
- awslabs/agent-plugins — AWS Labs official Claude Code plugin for AWS deployment (architect/deploy/operate). Feb 2026. Also in Cursor marketplace. #openclaw-ecosystem #infra-optimization
  https://github.com/awslabs/agent-plugins
### Industry
- Infosys + Anthropic enterprise AI agent partnership — telecom first, then finance/manufacturing. 4,600 AI projects, 500+ agents at Infosys. Claude Cowork expanding enterprise. #marketing-relevant
  https://www.reputetoday.com/news/infosys-partners-with-anthropic-to-develop-enterprise-ai-agents-across-key-sectors/7534/

## Tech Radar — 10:02 AM UTC

### SOTA Model
- GLM-5 (Zhipu AI / Z.ai) — 744B MoE, 40B active, 205K ctx, 77.8% SWE-bench Verified, MIT license, NVIDIA NIM available #sota-model #infra-optimization
  https://build.nvidia.com/z-ai/glm5/modelcard
  https://huggingface.co/zai-org/GLM-5
  Uses DeepSeek Sparse Attention + "slime" async RL training infra

### Industry / Marketing
- Meta + Linux Foundation: Open source AI India report released today — India AI market $6B→$32B by 2031, 200K+ startups #marketing-relevant
  https://about.fb.com/news/2026/02/new-research-shows-open-source-is-accelerating-indias-ai-market-growth-and-social-impact/
- India AI Impact Summit Feb 19-20 New Delhi (tomorrow) — Sundar Pichai attending, Gemini announcements expected #marketing-relevant
- E-AI 2026 Annual Conference happening today Feb 18-19 Montreal #marketing-relevant


thinking: There's no TODO.md file. The memory shows today's (Feb 18) Tech Radar logs, which are the news pulse activities from the scheduled cron jobs. These appear to be working fine. Let me check if there are any specific outstanding tasks mentioned in the workspace.

text:
No `TODO.md` exists in the workspace. Here's the status:

---

**📋 TODO.md Check — Feb 18, 2026 @ 11:00 AM UTC**

**No TODO.md found** — the file doesn't exist in the Magoo workspace.

**Current state based on memory review:**
- ✅ News Pulse cron jobs running normally — 8 pulse logs recorded today (1 AM through 10 AM UTC)
- ✅ No in-progress build/dev tasks found in recent memory
- ✅ No blocked or pending items identified

**Recommendation:** Nothing to resume. All scheduled intelligence gathering is running as expected. Sleeping until next scheduled event.

If you'd like to track tasks going forward, I can create a `TODO.md` with a standard format.

stopReason: stop