lab-tools
7
scientific-debugging
科学调试专家 - 观察(Observe) -> 假设(Hypothesize) -> 实验(Experiment) -> 修复(Fix)
VidyFoo
research
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lab-tools
7
kk-swarm-monitor
Monitor and diagnose KarmaCadabra agent swarm health. Use this skill when the user asks to "check agents", "monitor swarm", "check logs", "are agents running", "agent health", "check heartbeats", "view agent status", "what are agents doing", "check IRC", "check balances", or any question about agent operational status. Also use proactively after deployments to verify agents are healthy, or when debugging agent behavior issues.
UltravioletaDAO
research
lab-tools
7
pentest-data-exfil-tester
Test egress and DLP controls using synthetic canary data across authorized exfiltration channels.
0x-Professor
research
lab-tools
7
apt-composition
Calculate the composition (concentration) of atom probe data. Handles range extraction, ion allocation, and concentration calculation. Use when the user asks about composition, concentration, or chemical analysis.
peterfelfer
research
lab-tools
7
pylabrobot
Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators, centrifuges, and analytical equipment. Use this skill when automating laboratory workflows, programming liquid handling robots (Hamilton STAR, Opentrons OT-2, Tecan EVO), integrating lab equipment, managing deck layouts and resources (plates, tips, containers), reading plates, or creating reproducible laboratory protocols. Applicable for both simulated protocols and physical hardware control.
sanand0
research
lab-tools
7
pipeline-iterate
Orchestre un cycle complet validate-fix-validate sur le pipeline Argumentum, jusqu'a resolution ou limite d'iterations. Chef d'orchestre des corrections. Appelle pipeline-validate puis pipeline-fix en boucle.
ArgumentumGames
research
lab-tools
7
esp32-serial-logging
Real-time serial log monitoring for ESP32 and microcontrollers. Capture device output to a file and monitor logs in real-time. Use when debugging embedded devices, investigating crashes, or monitoring device behavior.
H1D
research
lab-tools
7
capture-work-items
Capture requirements, bugs, or issues from free-form input into structured, persistent artifacts. Use when user wants to record a work item quickly without deep validation.
nesnilnehc
research
lab-tools
7
autoimprove
Autonomously improve any skill prompt using a measure-change-test loop inspired by Karpathy's autoresearch. Runs the skill repeatedly, scores output against a yes/no checklist, makes one small change per round, keeps improvements, reverts regressions. Use when the user asks to "improve a skill", "optimize a skill", "autoimprove", "run autoresearch on a skill", or similar requests about iteratively improving skill quality.
selcukyucel
research
lab-tools
7
ml-experiment-tracker
Plan reproducible ML experiment runs with explicit parameters, metrics, and artifacts. Use before model training to standardize tracking-ready experiment definitions.
0x-Professor
research
lab-tools
7
agent-evaluation
Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks Use when: agent testing, agent evaluation, benchmark agents, agent reliability, test agent.
Claude-Code-Community-Ireland
research
lab-tools
7
autoresearch
Autonomous experiment loop: edit code, commit, run benchmark, extract metrics, keep improvements or revert, repeat forever. Use this skill when the user asks to "run autoresearch", "start an experiment loop", "optimize a metric autonomously", "autonomous experiments", "autoresearch setup", "benchmark loop", "keep/discard experiments", "optimize test speed", "optimize bundle size", "optimize build time", "run experiments overnight", "speed up my tests", "make my build faster", "reduce compile time", "optimize this automatically", "keep trying until it's faster", "run experiments while I sleep", "overnight optimization", "edit-measure-keep loop", "cancel autoresearch", "stop autoresearch", "autoresearch status", "how many experiments", or mentions "autoresearch", "experiment loop", "autonomous optimization". Always use this skill when the user wants to iteratively and autonomously improve any measurable metric — even if they don't use the word "autoresearch". Also use when the user asks about the status of a ru
proyecto26
research
lab-tools
7
enzoldhazam
Control NGBS iCON Smart Home thermostats. Use when the user asks about home temperature, heating, thermostat control, or wants to adjust room temperatures.
Demerzels-lab
research
lab-tools
7
bluetooth-monitor
蓝牙设备监控 / Bluetooth Device Monitor - 查看Mac已连接的蓝牙设备列表，支持配对、连接、断开操作
Demerzels-lab
research
lab-tools
7
code-translation
Code translation patterns for cross-language repository transpilation including dependency ordering, pattern mapping, confidence scoring, and behavioral equivalence validation. Use for converting codebases between languages, transpilation tasks, and translation confidence assessment.
kennedym-ds
research
lab-tools
7
huckleberry
Track baby sleep, feeding, diapers, and growth via the Huckleberry CLI. Use when the user asks about logging baby activities, starting/stopping sleep, bottle feeding, diaper changes, or growth measurements.
Demerzels-lab
research
lab-tools
7
experimaestro
Experimaestro experiment manager best practices and conventions. Use when working with experimaestro tasks, configurations, experiments, launchers, or SLURM job scheduling. Helps write correct Config/Task classes, set up experiments, configure launchers, and follow framework patterns.
experimaestro
research
lab-tools
7
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.
Demerzels-lab
research
lab-tools
7
bambu-print
Search online 3D model repositories (Printables, MakerWorld, etc.), download models, slice with BambuStudio CLI, and send prints to Bambu Lab printers (A1 Mini, P1, etc.). Use when you want to find, prepare, and print 3D models without manual GUI interaction.
Demerzels-lab
research
lab-tools
7
implement-plan
Implement an execution-ready plan, task list, and context file set. Keep changes aligned to the artifacts, and verify code, tests, docs, and memory updates before closing the task.
conn-castle
research
lab-tools
7
numpy
This skill should be used when the user asks to "use NumPy", "write NumPy code", "optimize NumPy arrays", "vectorize with NumPy", or needs guidance on NumPy best practices, array operations, broadcasting, memory management, or scientific computing with Python.
the-perfect-developer
research
lab-tools
7
ham-radio-dx
Monitor DX clusters for rare station spots, track active DX expeditions, and get daily band activity digests for amateur radio operators.
Demerzels-lab
research
lab-tools
7
summarize-note
Compress a note significantly while preserving provenance markers
borismus
research