lab-tools
4K
heatmap-beautifier
Professional beautification tool for gene expression heatmaps, automatically adds clustering trees, color annotation tracks, and intelligently optimizes label layout.
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lab-tools
4K
medical-device-mdr-auditor
Audit medical device technical files against EU MDR 2017/745 regulations.
openclaw
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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
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lab-tools
4K
protocol-deviation-classifier
Determine whether an incident in a clinical trial is a "major deviation.
openclaw
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lab-tools
4K
scientific-podcast-summary
Automatically summarize scientific podcasts like Huberman Lab and Nature.
openclaw
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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
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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
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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
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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
research
lab-tools
4K
ab-test-setup
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "conversion experiment," "statistical significance," or "test this." For tracking implementation, see analytics-tracking.
openclaw
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lab-tools
4K
experiment-designer
Use when planning product experiments, writing testable hypotheses, estimating sample size, prioritizing tests, or interpreting A/B outcomes with practical statistical rigor.
openclaw
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lab-tools
4K
qms-audit-expert
ISO 13485 internal audit expertise for medical device QMS. Covers audit planning, execution, nonconformity classification, and CAPA verification. Use for internal audit planning, audit execution, finding classification, external audit preparation, or audit program management.
openclaw
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lab-tools
4K
partykeys-midi
Control PartyKeys MIDI keyboard via WebSocket - connect device, light up keys with 12 colors, listen to playing, play sequences, and follow mode for music teaching.
openclaw
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lab-tools
4K
prometheus-go-code-review
Reviews Prometheus instrumentation in Go code for proper metric types, labels, and patterns. Use when reviewing code with prometheus/client_golang metrics.
openclaw
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lab-tools
4K
congress-trades
Track US congress member and politician stock trades in real-time using the Quiver Quant API. Syncs trades to a local SQLite database, detects new significant trades above 15K, and sends alerts via OpenClaw messaging. Only requires Python with the requests library and a QUIVER_API_KEY environment variable. Use when setting up congressional trade monitoring, politician stock trade alerts, insider trading surveillance, or tracking what senators and representatives are buying and selling.
openclaw
research
lab-tools
4K
ab-test-setup
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
openclaw
research
lab-tools
4K
wallet-tracker
Crypto wallet analytics reference — address formats, on-chain analytics, transaction tracing, hardware wallets, and approval revocation
openclaw
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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
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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
research
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
research
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
research