Persistent AI Advisor with Cross-Platform Memory: Tracks Decision History for 3 Months
A Reddit user shared a project they built to stop repeating themselves to AI tools. The result is a persistent AI advisor agent that maintains decision history over three months across multiple interfaces.
Key Features
- Cross-platform memory: Works across Claude Code, Cursor, and a web interface with the same unified memory.
- Decision tracking: Remembers every product decision and the reasoning behind it.
- Contradiction detection: Catches when the user contradicts something they said earlier.
- Activity log: Keeps a log so users can see what the agent actually did.
Most Valuable Behavior
The user notes the most valuable aspect isn't automation but continuity. Month 3 conversations are noticeably sharper than month 1 because the agent builds a model of the project over time.
Try It
A live version is available at: https://agentid.live/share/studio/saas-dream-team/895c1947b8184fd2. It's free to set up something similar.
📖 Read the full source: r/openclaw
👀 See Also
Hypura: Storage-tier-aware LLM inference scheduler for Apple Silicon
Hypura is a Rust-based inference scheduler that places model tensors across GPU, RAM, and NVMe tiers to run models exceeding physical memory on Apple Silicon Macs. It enables running a 31GB Mixtral 8x7B on a 32GB Mac Mini at 2.2 tok/s and a 40GB Llama 70B at 0.3 tok/s where vanilla llama.cpp crashes.
ClearSpec: A Spec Generator to Reduce Hallucination in Claude Code
ClearSpec is a tool that generates structured specifications from plain English descriptions, connecting to GitHub repos to reference real file paths and dependencies, then uses those specs as prompts for Claude Code to provide better context.
Ollama Update Adds OpenClaw Support for Kimi k2.5 Cloud Model
Ollama has released an update that integrates OpenClaw support for cloud models, including free access to the Kimi k2.5 model with web search functionality, running on NVIDIA data centers.
OpenClaw A2A Plugin: Direct Agent-to-Agent Messaging Over the Internet
An OpenClaw A2A plugin enables direct file and message transfer between OpenClaws and other agents over the internet without third-party services like WhatsApp or email.