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lab-tools
4K

microscopy-scale-bar-adder

Add accurate, publication-ready scale bars to microscopy images given pixel-to-unit calibration data.

openclaw
openclaw
research
open
lab-tools
4K

smart-journal-monitor

Use smart journal monitor for evidence insight workflows that need structured execution, explicit assumptions, and clear output boundaries.

openclaw
openclaw
research
open
lab-tools
4K

waste-disposal-guide

Guide for disposing specific chemical wastes into the correct colored waste containers, with safety precautions and regulatory compliance notes.

openclaw
openclaw
research
open
lab-tools
4K

mac-battery

Check Mac laptop battery status including percentage, charging state, and time remaining. Use when user asks about battery level, power status, or how much time left until fully charged/discharged on a Mac laptop.

openclaw
openclaw
research
open
lab-tools
4K

chain-of-consciousness

Cryptographic provenance and audit trail for autonomous AI agents. Create tamper-evident hash chains of agent decisions, learning, and actions. SHA-256 linked entries with Bitcoin OpenTimestamps and RFC 3161 TSA anchoring. Verify provenance from other agents. Part of the Agent Trust Stack.

openclaw
openclaw
research
open
lab-tools
4K

bms

Battery Management System reference — cell balancing, SOC estimation, thermal management, and protection circuits. Use when designing BMS for lithium-ion packs, evaluating battery safety, or understanding cell monitoring.

openclaw
openclaw
research
open
lab-tools
4K

wallet-tracker

Crypto wallet analytics reference — address formats, on-chain analytics, transaction tracing, hardware wallets, and approval revocation

openclaw
openclaw
research
open
lab-tools
4K

gripper

Robot gripper reference — jaw types, force calculation, pneumatic vs electric, and end-effector selection. Use when designing gripping systems, selecting actuators, or sizing grippers for robotic applications.

openclaw
openclaw
research
open
lab-tools
4K

rfid

RFID technology reference — tag types, frequency bands, read ranges, EPC standards, inventory tracking. Use when designing RFID systems, selecting tags/readers, or implementing warehouse tracking solutions.

openclaw
openclaw
research
open
lab-tools
4K

ham-radio-dx

Monitor DX clusters for rare station spots, track active DX expeditions, and get daily band activity digests for amateur radio operators.

openclaw
openclaw
research
open
lab-tools
4K

ham-radio-dx

Monitor DX clusters for rare station spots, track active DX expeditions, and get daily band activity digests for amateur radio operators.

openclaw
openclaw
research
open
lab-tools
4K

autoresearch-loop

Apply Karpathy's autoresearch methodology to autonomously iterate and improve anything measurable — Claude skills, n8n workflows, system prompts, business processes, or any artifact with a clear quality metric. Inspired by github.com/karpathy/autoresearch (56k stars). The loop: propose a change → test it → measure against the target metric → keep if better, discard if not → repeat indefinitely. ALWAYS trigger this skill when the user says things like: "improve this skill automatically", "iterate on this workflow", "run autoresearch on", "autonomous improvement loop", "overnight experiments", "keep iterating until it's better", "run experiments on this", "optimize this automatically", or any request to have Claude autonomously make and test changes to something measurable. Also trigger for requests to "set up an improvement loop", "run the autoresearch method", or anything involving iterative autonomous experimentation.

openclaw
openclaw
research
open
lab-tools
4K

autoresearch-loop

Apply Karpathy's autoresearch methodology to iteratively improve anything measurable — Claude skills, n8n workflows, system prompts, business processes, or any artifact with a clear quality metric. Inspired by github.com/karpathy/autoresearch (56k stars). The loop: propose a change → test it → measure against the target metric → keep if better, discard if not → repeat until a stopping condition is met. Trigger this skill when the user explicitly requests an iterative improvement loop, e.g.: "improve this skill automatically", "iterate on this workflow", "run autoresearch on", "run experiments on this", "optimize this automatically", "set up an improvement loop", or "run the autoresearch method".

openclaw
openclaw
research
open
lab-tools
4K

experiment-notes

Track, search, and learn from experiments. Automatic logging of trial-and-error, success/failure patterns, and distilled lessons. Prevents repeating mistakes.

openclaw
openclaw
research
open
scientific-computing
4K

methodology-extractor

Batch extraction of experimental methods from multiple papers for protocol.

openclaw
openclaw
research
open
scientific-computing
4K

seedgen

Generate reproducible seeds and deterministic test data. Use when creating random seeds, rotating salt values, auditing randomness, storing seed records.

openclaw
openclaw
research
open
scientific-computing
4K

gasless

Analyze gasless operations. Use when you need to understand gasless mechanisms, evaluate protocol security, or reference on-chain concepts.

openclaw
openclaw
research
open
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