🔧 Tools
Useful tools and integrations for OpenClaw
Strands Decider 2B: A 2B-Parameter Decision Model for Agentic Workflows
Strands Labs releases Strands Decider 2B, a 2B-parameter decision model that replaces the LM head with a pointer head to pick between options in ~115ms on an RTX 3090. Weights and training scripts are on GitHub and Hugging Face.
OpenChart: Open-Source TradingView Alternative with Your Own AI Agent
OpenChart is a local-first, open-source charting app that pipes Claude, Codex, and Gemini into your charts. Custom indicators and alerts are written in Tea, a domain-specific language for markets.
Daily Search Console Checks with OpenClaw: Server-Side Analysis, So the Agent Never Does the Maths
A developer built six MIT-licensed OpenClaw skills that run Search Console analysis server-side, so the agent explains finished results instead of calculating trends from truncated data.
SCM: Local AI Search Across Photos, Video Scenes, OCR, and Dialogue on macOS
SCM (Screen Memories) indexes photos and every video frame on macOS using local CLIP, Whisper, and Tesseract. Five search modes, no cloud, no uploads, Homebrew install.
JetBrains on Building a RAG Pipeline for Semantic Code Search: Parsing, Chunking, Vectorization
JetBrains engineers detail the parsing, chunking, and vectorization stages behind Air Context, their semantic code search RAG pipeline for LLM agents.
LDraw-Nova Lets AI Agents Generate Buildable LEGO CAD Models in LDraw
Anteloc's open-source ldraw-nova gives AI agents Python tooling to generate LDraw source files, which compile into editable LEGO CAD models. Ships as a Dockerized web app with OpenAI, Claude, and OpenRouter support.
Refine Cycle Plugin Makes OpenClaw Agents Learn From Repeating Mistakes
Refine Cycle scans an OpenClaw agent's recent sessions for recurring mistakes, writes one short lesson the agent sees going forward, and verifies whether the error returns. A /refine adaptation of Prime Intellect's Prime Agent.
Bonsai 2 (Qwen 3.8 27B) as an OpenClaw Fallback: 8GB, 85 tok/s on a 5070
A r/openclaw user swapped PrismML's Ternary Bonsai 2 (Qwen 3.8 27B) in as an OpenClaw fallback model — ~8GB on disk, 85 tok/s output on a 5070, text plus vision, and agentic browser/VM tasks that hold up.
Strata: A Semantic Layer That Refuses Invalid Queries Before Your LLM Runs Them
Strata is a full-stack semantic layer built by an ex-Netflix engineer that validates and rejects semantically invalid queries before they execute, with partition-aware routing across ClickHouse, Druid, Snowflake, and Athena.
Lathoa: A Kids' Math App Where the AI Is Meant to Be Wrong
Lathoa is a math app for kids 10-14 where a robot named Errol solves problems step by step, with one step intentionally wrong. The hard part wasn't making the AI smart — it was making it wrong on purpose.
PinchBench Ranks Qwen and Nemotron on Mac Studio M3 Ultra: Nemotron Super Hits 99.2% Coding
A developer ran six local models through PinchBench on a Mac Studio M3 Ultra with 256GB RAM. Nemotron-3-super topped coding at 99.2% but scored 78.2% overall; Qwen3.6 35B A3B led total score at 87.9%.
Bend: A Proof-Checked Language That Blocks AI Mistakes on CPU and GPU
Bend compiles to native code and runs in parallel across CPU cores or GPU. Its LAWS.bend files let agents prove rules hold, blocking bug merges before they happen.