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Research

Scientific computing and academic tools.

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astronomy-physics
7

omero-integration

Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high-content screening and microscopy workflows.

sanand0
sanand0
research
open
astronomy-physics
7

saturnswap-analytics

Use this skill when the user asks about SaturnSwap DEX statistics, total volume, TVL, number of pools/tokens, or top pools by volume. Triggers on: "SaturnSwap stats", "total TVL", "total volume", "how many pools", "top pools by volume", "DEX analytics", "SaturnSwap overview".

Flux-Point-Studios
Flux-Point-Studios
research
open
lab-tools
7

clawtank

Coordinate with the ClawTank ARO Swarm. Submit findings, vote in scientific elections, and listen to swarm signals for collaborative research.

Demerzels-lab
Demerzels-lab
research
open
lab-tools
7

audit

Verify artifact quality by running coherence lenses (logical consistency) and factual verification tracks (external accuracy). Designed to be loaded by a freshly spawned subagent or nested Claude instance that reads the artifact cold. Produces a findings file — does not fix issues. Use when: after completing a research report, after spec scope freeze, on-demand quality check, verify claims, fact-check, review accuracy, cross-check assertions, post-completion verification for any artifact with evidence-backed claims.

inkeep
inkeep
research
open
lab-tools
7

appinsights-instrumentation

Instrument web applications to send telemetry data to Azure Application Insights for observability and monitoring. USE FOR: instrument app with app insights, add appinsights instrumentation, configure application insights, set up telemetry monitoring, enable app insights auto-instrumentation, add observability to azure web app, instrument webapp to send data to app insights, configure telemetry for app service. DO NOT USE FOR: non-Azure monitoring (use CloudWatch for AWS, Datadog for third-party), log analysis (use azure-kusto), cost monitoring (use azure-cost-optimization), security monitoring (use azure-security).

Tyler-R-Kendrick
Tyler-R-Kendrick
research
open
lab-tools
7

idea-validation

Validate a research idea BEFORE implementation. Tests core assumptions with minimal experiments. Kills bad ideas in hours, not weeks. MANDATORY before any implementation work begins.

Yusong-Enceladus
Yusong-Enceladus
research
open
lab-tools
7

openspec-archive-change

Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.

marcoskichel
marcoskichel
research
open
lab-tools
7

ipg-suite-atlas

Use when a task mentions IPG, CarMaker, IPGControl, Movie NX, Instrument Designer, or IPGGraph and you need to route the question to the right product, manual, example set, or companion tool.

wlrudxo
wlrudxo
research
open
lab-tools
7

glab-mr

Use when working with glab mr commands.

Demerzels-lab
Demerzels-lab
research
open
lab-tools
7

glab-label

Use when working with glab label commands.

Demerzels-lab
Demerzels-lab
research
open
lab-tools
7

device-assistant

Personal device and appliance manager with error code lookup and troubleshooting. Tracks all your devices (appliances, electronics, software) with model numbers, manuals, and warranty info. When something breaks, tell it the error code and get instant solutions. Use when: device shows error, need manual, warranty check, adding new device, maintenance reminder. Triggers: /device, /geräte, 'mein Geschirrspüler', 'Fehler E24', 'Fehlermeldung', device problems, appliance issues.

Demerzels-lab
Demerzels-lab
research
open
lab-tools
7

hour-meter

Track elapsed time from a set epoch with tamper-evident locking. Like an analog Hobbs meter but digital. Use for tracking uptime, service hours, time since events, sobriety counters, project duration, equipment runtime. Supports create, lock (seal), check, verify against external hash, list, and export operations.

Demerzels-lab
Demerzels-lab
research
open
lab-tools
7

snapmaker

Monitor and control Snapmaker 3D printers (U1 with Moonraker/Klipper). Use when checking print status, temperatures, progress, or controlling prints (pause/resume/cancel). Triggers on "printer", "3D print", "Snapmaker", "print status", "nozzle temp", "bed temp".

Demerzels-lab
Demerzels-lab
research
open
lab-tools
7

pentest-remediation-validator

Retest remediated findings, detect regressions, and generate remediation status and certification artifacts.

0x-Professor
0x-Professor
research
open
lab-tools
7

beszel

Monitor home lab servers via Beszel (PocketBase).

Demerzels-lab
Demerzels-lab
research
open
lab-tools
7

anterior-cingulate-memory

Conflict detection and error monitoring for AI agents. The 'something's off' detector. Part of the AI Brain series.

Demerzels-lab
Demerzels-lab
research
open
lab-tools
7

luban-cli

Development and management of the Luban CLI for MLOps. Use this skill when building or using the Luban CLI to manage experiment environments, training tasks, and online services.

Demerzels-lab
Demerzels-lab
research
open
lab-tools
7

roborock

Control Roborock robot vacuums (status, clean, maps, consumables). Use when asked to vacuum, check vacuum status, control robot vacuum, or manage cleaning schedules. Triggers on vacuum, roborock, clean floor, hoover, robot cleaner keywords.

Demerzels-lab
Demerzels-lab
research
open
lab-tools
7

bambu-cli

Operate and troubleshoot BambuLab printers with the bambu-cli (status/watch, print start/pause/resume/stop, files, camera, gcode, AMS, calibration, motion, fans, light, config, doctor). Use when a user asks to control or monitor a BambuLab printer, set up profiles or access codes, or translate a task into safe bambu-cli commands with correct flags, output format, and confirmations.

Demerzels-lab
Demerzels-lab
research
open
lab-tools
7

research-skill4455

Research 8-Ball: selects one of 20 classic Magic 8-Ball responses at random, logs (question + timestamp + response) to workspace/research-skill4455-last.json for Android sync. Auto-handles secure-sync. Trigger on "research-skill4455".

Demerzels-lab
Demerzels-lab
research
open
lab-tools
7

research-skill-4455

Research 8-Ball copy: selects and returns one of 20 classic responses at random, logs to workspace/research-skill-4455-last.json for syncing. Handles secure-sync setup. Use for "research-skill-4455" triggers.

Demerzels-lab
Demerzels-lab
research
open
lab-tools
7

dexcom

Monitor blood glucose via Dexcom G7/G6 CGM

Demerzels-lab
Demerzels-lab
research
open
lab-tools
7

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.

Demerzels-lab
Demerzels-lab
research
open
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