Skip to main content
skillsmp

Menü

Labor-Tools

Agent Skills für Laborautomatisierung, Geräteintegration und Forschungstools durchsuchen

Kategorien, GitHub-Sterne und der Zeitpunkt der letzten Quellaktualisierung ordnen den Katalog. Diese Signale sind weder eine Empfehlung noch eine Qualitätszertifizierung, Sicherheitsprüfung oder Eignungsgarantie. Prüfen Sie vor der Nutzung die Detailseite und die Quelle.

25.965 Ergebnisse

claw-score
389.0k
openclawopenclaw/openclaw
Audit or refresh OpenClaw maturity scorecard docs from root taxonomy, maturity scores, and QA evidence artifacts without using maintainer discrawl data or committed inventory reports.

Sprache des Skill-Inhalts: Englisch

automation-audit-ops
260.9k
affaan-maffaan-m/ECC
Evidence-first automation inventory and overlap audit workflow for ECC. Use when the user wants to know which jobs, hooks, connectors, MCP servers, or wrappers are live, broken, redundant, or missing before fixing anything.

Sprache des Skill-Inhalts: Englisch

orch-fix-defect
260.9k
affaan-maffaan-m/ECC
Orchestrate fixing a bug — reproduce it as a failing regression test, fix to green, review, and gated commit — by delegating each phase to the matching ECC agent. Use when existing behavior is broken or wrong.

Sprache des Skill-Inhalts: Englisch

orch-refine-code
260.9k
affaan-maffaan-m/ECC
Orchestrate a behavior-preserving refactor — confirm tests are green, restructure without changing behavior, keep tests green, review, and gated commit. Use when the structure should improve but behavior must not change.

Sprache des Skill-Inhalts: Englisch

taste-distillation
260.9k
affaan-maffaan-m/ECC
Measure a set of reference videos into a reusable style pack - colour grade as a 3D LUT, cut rhythm as a shot-length distribution, hero stills, screen-blend overlay plates, and a text spec for a generative model. Use when the user wants to capture the look of reference footage, build a repeatable look, mint assets from references, or reproduce someone's grade and pacing.

Sprache des Skill-Inhalts: Englisch

weights-and-biases
246.4k
NousResearchNousResearch/hermes-agent
W&B: log ML experiments, sweeps, model registry, dashboards.

Sprache des Skill-Inhalts: Englisch

feedback-learning
192.6k
microsoftmicrosoft/vscode
Classify and record explicit corrective feedback without turning skills or instructions into append-only knowledge dumps.

Sprache des Skill-Inhalts: Englisch

run-devicelab-with-led
179.0k
flutterflutter/flutter
Run DeviceLab tests for Flutter PRs using LUCI's `led` CLI tool. Use when asked to run, launch, try, or deflake a post-submit or devicelab test against a PR using `led`.

Sprache des Skill-Inhalts: Englisch

valid-skill
106.5k
earendil-worksearendil-works/pi
A valid skill for testing purposes.

Sprache des Skill-Inhalts: Englisch

surgical-patch
106.2k
JuliusBrusseeJuliusBrussee/caveman
Fix bugs and small behavior changes at the narrowest responsible layer. Use when regression proof, preserved surrounding behavior, and task-relevant tests matter.

Sprache des Skill-Inhalts: Englisch

observability-and-instrumentation
95.8k
addyosmaniaddyosmani/agent-skills
Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the available data.

Sprache des Skill-Inhalts: Englisch

calibrate-room
94.2k
ruvnetruvnet/RuView
Run the ADR-151 per-room calibration pipeline — baseline → enroll → extract → train → a bank of small specialists (presence/posture/breathing/heartbeat/restlessness/anomaly).

Sprache des Skill-Inhalts: Englisch

github-qa-labels
91.1k
storybookjsstorybookjs/storybook
Label GitHub issues and PRs found during QA testing. Use when organizing QA findings with proper labels.

Sprache des Skill-Inhalts: Englisch

jupyter-notebook
74.9k
microsoftmicrosoft/ai-agents-for-beginners
Gamitin kapag humihiling ang gumagamit na gumawa, mag-scaffold, o mag-edit ng mga Jupyter notebook (`.ipynb`) para sa mga eksperimento, eksplorasyon, o tutorial; mas piliin ang mga naka-bundle na template at patakbuhin ang helper script na `new_notebook.py` upang makabuo ng malinis na panimulang notebook.

Sprache des Skill-Inhalts: Filipino

mutation-testing
74.2k
thedaviddiasthedaviddias/Front-End-Checklist
Use when evaluating test quality on modules containing business logic, calculation utilities, or state machines to determine whether the tests provide genuine defect detection.

Sprache des Skill-Inhalts: Englisch

witness
72.7k
ruvnetruvnet/ruflo
Sign, verify, and track fix-marker regressions over time using a deterministic Ed25519 witness manifest. Works in any project — clone the toolkit, run init, register fixes, regen on each release.

Sprache des Skill-Inhalts: Englisch

iot-anomalies
72.7k
ruvnetruvnet/ruflo
Detect and classify telemetry anomalies on Cognitum Seed devices. Use when investigating a device that's reporting odd metrics, before approving a firmware canary advancement, or when triaging fleet-wide health alerts.

Sprache des Skill-Inhalts: Englisch

openspec-archive-change
68.5k
Fission-AIFission-AI/OpenSpec
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.

Sprache des Skill-Inhalts: Englisch

openspec-verify-change
68.5k
Fission-AIFission-AI/OpenSpec
Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving.

Sprache des Skill-Inhalts: Englisch

pause
65.4k
mem0aimem0ai/mem0
Pause Mem0 memory capture on this machine. Use when the user wants to stop memories being recorded, for example for private work or experiments.

Sprache des Skill-Inhalts: Englisch

pause
65.4k
mem0aimem0ai/mem0
Pause Mem0 memory capture on this machine. Use when the user wants to stop memories being recorded, for example for private work or experiments.

Sprache des Skill-Inhalts: Englisch

pause
65.4k
mem0aimem0ai/mem0
Pause Mem0 memory capture on this machine. Use when the user wants to stop memories being recorded, for example for private work or experiments.

Sprache des Skill-Inhalts: Englisch

pause
65.4k
mem0aimem0ai/mem0
Pause Mem0 memory capture on this machine. Use when the user wants to stop memories being recorded, for example for private work or experiments.

Sprache des Skill-Inhalts: Englisch

pause
65.4k
mem0aimem0ai/mem0
Pause Mem0 memory capture on this machine. Use when the user wants to stop memories being recorded, for example for private work or experiments.

Sprache des Skill-Inhalts: Englisch

pause
65.4k
mem0aimem0ai/mem0
Pause Mem0 memory capture on this machine. Use when the user wants to stop memories being recorded, for example for private work or experiments.

Sprache des Skill-Inhalts: Englisch

add-telemetry
65.1k
warpdotdevwarpdotdev/warp
Add telemetry events to track user behavior or system events in the Warp codebase. Use when instrumenting new features, debugging issues, or measuring product metrics.

Sprache des Skill-Inhalts: Englisch

cherry-pr-test
51.9k
CherryHQCherryHQ/cherry-studio
Test Cherry Studio PRs by resolving and checking out a PR, statically inspecting its changes, running interactive UI tests against a safely tracked Electron instance through CDP, producing a structured report, cleaning up only the owned test instance, and restoring the original branch.

Sprache des Skill-Inhalts: Englisch

cli-anything-notebooklm
49.5k
HKUDSHKUDS/CLI-Anything
Experimental NotebookLM harness for listing notebooks, managing sources, asking questions, generating artifacts, and downloading outputs through an installed notebooklm CLI.

Sprache des Skill-Inhalts: Englisch

cli-anything-calibre
49.5k
HKUDSHKUDS/CLI-Anything
Command-line interface for Calibre - A stateful CLI harness for e-book library management, metadata editing, and format conversion wrapping the real Calibre tools (calibredb, ebook-convert, ebook-meta)...

Sprache des Skill-Inhalts: Englisch

cli-anything-notebooklm
49.5k
HKUDSHKUDS/CLI-Anything
Experimental NotebookLM harness for listing notebooks, managing sources, asking questions, generating artifacts, and downloading outputs through an installed notebooklm CLI.

Sprache des Skill-Inhalts: Englisch

analytical-method-validation
45.5k
K-Dense-AIK-Dense-AI/scientific-agent-skills
Plan, execute, and document validation, verification, and transfer of analytical procedures under the governing framework - ICH Q2(R2) and Q14, USP <1220>/<1225>/<1226>, ICH M10 bioanalytical, CLSI EP, or ISO/IEC 17025. Use for HPLC, LC-MS/MS, GC, CE, ICP-MS, dissolution, qNMR, qPCR, NIR, and ligand binding or cell-based assays whenever the question is whether a procedure is fit for its intended purpose. Triggers include "method validation", "analytical method validation", "AMV", "validation protocol", "acceptance criteria", "linearity", "reportable range", "accuracy and precision", "repeatability", "intermediate precision", "recovery", "LOD", "LOQ", "detection limit", "quantitation limit", "specificity", "robustness", "method transfer", "method comparison", "Deming", "Passing-Bablok", "Bland-Altman", "equivalence testing", "OOS investigation", "ICH Q2", "Q2(R2)", "Q14", "USP 1225", "ICH M10", "incurred sample reanalysis", "ISR", "CLSI EP", and any request to show that an assay works.

Sprache des Skill-Inhalts: Englisch

clinical-decision-support
45.5k
K-Dense-AIK-Dense-AI/scientific-agent-skills
Prepare and validate research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. Use for aggregate or synthetic research documentation and traceability—not patient care or live clinical operation.

Sprache des Skill-Inhalts: Englisch

experimental-design
45.5k
K-Dense-AIK-Dense-AI/scientific-agent-skills
Design experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are interpretable. Use whenever someone is planning a study, asks how to assign subjects/samples to groups, mentions randomization, blocking, stratification, controls, factorial or fractional-factorial designs, design of experiments (DOE), screening many factors, response-surface optimization, crossover or repeated-measures or split-plot designs, cluster/group randomization, Latin squares, plate layouts, batch/run-order effects, replication vs. pseudoreplication, or sequential/adaptive/group-sequential designs. Trigger even for informal phrasings like "how should I set up this experiment", "how do I avoid confounding", "what's the best way to test these 6 factors", or "assign these mice to conditions". For computing the sample size or power once the design is chosen, use statistical-power; for analyzing data already collected, use statistical-analysis.

Sprache des Skill-Inhalts: Englisch

hypothesis-generation
45.5k
K-Dense-AIK-Dense-AI/scientific-agent-skills
Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready analysis plans. Use when turning observations or preliminary findings into transparent, testable research plans without treating hypotheses as facts.

Sprache des Skill-Inhalts: Englisch

iso-standards-readiness
45.5k
K-Dense-AIK-Dense-AI/scientific-agent-skills
Prepares and structurally reviews readiness evidence for ISO management-system and laboratory-competence standards - ISO 13485 medical device QMS, ISO 14971 device risk management, ISO/IEC 17025 testing and calibration laboratories, and ISO 15189 medical laboratories. Use when organizing declared scope, controlled documents, risk-management files, scope of accreditation, traceability, CAPA, external-provider controls, or bounded local evidence manifests, and when separating ISO certification from laboratory accreditation, FDA QMSR inspection, CLIA certification, MDSAP, and EU MDR/IVDR evidence boundaries. Not for legal applicability, compliance, certification, or accreditation decisions; contains no clause text.

Sprache des Skill-Inhalts: Englisch

lab-hardware-cad
45.5k
K-Dense-AIK-Dense-AI/scientific-agent-skills
Design custom laboratory hardware as parametric build123d models and export fabrication-ready STEP, STL, and DXF files - microfluidic chips and molds, optomechanical mounts and breadboard adapters, cuvette and microplate holders, tube racks, animal-behavior rigs, and 3D-printed instrument fixtures. Use when a research task needs a physical part that must mate with standardized labware, an optical table, a cage system, or a printer, CNC, or laser process.

Sprache des Skill-Inhalts: Englisch

pylabrobot
45.5k
K-Dense-AIK-Dense-AI/scientific-agent-skills
Develop and review PyLabRobot lab-automation resources, liquid-handling plans, offline simulations, and supported-device integrations. Use for PyLabRobot protocols or API questions; keep physical execution behind an explicit operator safety gate.

Sprache des Skill-Inhalts: Englisch

uncertainty-and-units
45.5k
K-Dense-AIK-Dense-AI/scientific-agent-skills
Track physical units and propagate measurement uncertainty in scientific calculations using pint and uncertainties. Use for unit conversion and dimensional checking, GUM uncertainty budgets, Type A and Type B evaluation, coverage factors and expanded uncertainty, Monte Carlo propagation, significant-figure and plus-minus reporting, error propagation through curve fits, CODATA constants, auditing Python code for stripped units or broken uncertainty propagation, and order-of-magnitude plausibility checks using dimensionless groups (Reynolds, Peclet, Damkohler, Knudsen, Biot, Womersley), characteristic scales such as diffusion time or Debye length, and observed magnitude ranges. Trigger on "is this number physically reasonable", "sanity check these units", "what regime is this flow in", or a result that looks off by orders of magnitude.

Sprache des Skill-Inhalts: Englisch

verify
41.0k
HmbownHmbown/CodeWhale
Exercise the real app/API/CLI and collect observable evidence; tests alone do not count as end-to-end verification.

Sprache des Skill-Inhalts: Englisch

recording
41.0k
HmbownHmbown/CodeWhale
Capture screenshots on registered computers, record on macOS or HarmonyOS, and manage saved captures. Probe capabilities before recording.

Sprache des Skill-Inhalts: Englisch

tidb-integrationtest-recorder
40.5k
pingcappingcap/tidb
Use when recording TiDB integration tests under tests/integrationtest and verifying regenerated result files stay minimal and correct.

Sprache des Skill-Inhalts: Englisch

openspec-archive-change
39.8k
halo-devhalo-dev/halo
Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.

Sprache des Skill-Inhalts: Englisch

multi-reviewer-patterns
39.8k
wshobsonwshobson/agents
Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when organizing multi-reviewer code reviews, calibrating finding severity, or consolidating review results.

Sprache des Skill-Inhalts: Englisch

python-observability
39.8k
wshobsonwshobson/agents
Python observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, setting up tracing, or debugging production systems.

Sprache des Skill-Inhalts: Englisch

memory-forensics
39.8k
wshobsonwshobson/agents
Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating incidents, or performing malware analysis from RAM captures.

Sprache des Skill-Inhalts: Englisch

analyzing-experiment-precompute-canary
39.6k
PostHogPostHog/posthog
Analyze the experiment precompute result-consistency canary across prod-US and prod-EU, deep-dive any issues, and produce an actionable report. Sweeps the canary's Prometheus health gauges in both regions, and when anything is unhealthy pulls the structured divergence/failure logs from Loki to reconstruct exactly which (team, experiment, metric) went wrong, by how much, and which class of divergence it is (stability vs correctness, and for correctness whether exposure counts or only values differ). Mechanism-level root cause needs ClickHouse and is out of scope — the skill hands off with precise drill-down steps. Use when the user asks to check / analyze / verify the experiment precompute canary, investigate a canary divergence or alert, or confirm precomputed experiment results are consistent in production. All data comes through the Grafana MCP (Prometheus + Loki) — no payload decryption, no ClickHouse.

Sprache des Skill-Inhalts: Englisch

analyzing-experiment-session-replays
39.6k
PostHogPostHog/posthog
Analyze session replay patterns across experiment variants to understand user behavior differences. Use when the user wants to see how users interact with different experiment variants, identify usability issues, compare behavior patterns between control and test groups, or get qualitative insights to complement quantitative experiment results. Also covers pairing the observed behavior with a linked survey when the user wants qualitative feedback beyond what recordings show.

Sprache des Skill-Inhalts: Englisch

signals-scout-experiments
39.6k
PostHogPostHog/posthog
Signals scout for PostHog A/B experiments. Watches running experiments for validity threats — sample ratio mismatch, contamination, exposure stalls, mid-run flag mutations — and lifecycle drift.

Sprache des Skill-Inhalts: Englisch