实验室工具

Github Qa Labels

Label GitHub issues and PRs found during QA testing. Use when organizing QA findings with proper labels.

storybookjs89.7k

Jupyter Notebook

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.

microsoft56.9k

Tidb Integrationtest Recorder

Use when recording TiDB integration tests under tests/integrationtest and verifying regenerated result files stay minimal and correct.

pingcap40.0k

Azure Monitor Opentelemetry Ts

Auto-instrument Node.js applications with distributed tracing, metrics, and logs.

Conductor Validator

Validates Conductor project artifacts for completeness, consistency, and correctness. Use after setup, when diagnosing issues, or before implementation to verify project context.

Hugging Face Trackio

Track ML experiments with Trackio using Python logging, alerts, and CLI metric retrieval.

Fda Medtech Compliance Auditor

Expert AI auditor for Medical Device (SaMD) compliance, IEC 62304, and 21 CFR Part 820. Reviews DHFs, technical files, and software validation.

Mlops Engineer

Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.

Quality Nonconformance

Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing.

Analyzing Experiment Session Replays

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.

PostHog32.6k

Skip Test With Issue

Skip a flaky or broken test with proper issue tracking. Use when asked to skip a test, disable a test, or mark a test as flaky.

cockroachdb32.1k

Cli Anything Notebooklm

Experimental NotebookLM harness for listing notebooks, managing sources, asking questions, generating artifacts, and downloading outputs through an installed notebooklm CLI.

HKUDS31.4k

Cli Anything Notebooklm

Experimental NotebookLM harness for listing notebooks, managing sources, asking questions, generating artifacts, and downloading outputs through an installed notebooklm CLI.

HKUDS31.4k

Autoresearch: Autonomous Iterative Experimentation

Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, testing, measuring, and keeping/discarding results. Inspired by Karpathy's autoresearch. USE FOR: autonomous improvement, iterative optimization, experiment loop, auto research, performance tuning, automated experimentation, hill climbing, try things automatically, optimize code, run experiments, autonomous coding loop. DO NOT USE FOR: one-shot tasks, simple bug fixes, code review, or tasks without a measurable metric.

github30.3k

Cancel

Cancel any active OMC mode (autopilot, ralph, ultrawork, ultraqa, swarm, ultrapilot, pipeline, team)

Yeachan-Heo29.8k

Handsontable Validator Dev

Use when creating or modifying a Handsontable cell validator - async callback-based validation functions that determine if cell values are valid

handsontable21.9k

Mood Tracker

A simple mood tracking skill that stores your daily mood and comments. Use this when the user wants to log their mood, track how they feel, or see their mood history.

google-ai-edge21.5k

Audit Support

SOX 404 control testing methodology, sample selection approaches, testing documentation standards, control deficiency classification, and common control types.

kortix-ai19.6k

Notebook

Manage DeepTutor notebooks — list, create, view, import and remove records.

HKUDS19.6k

ISO 13485 Certification Documentation Assistant

Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conducting gap analysis of existing documentation, (2) creating Quality Manuals, (3) developing required procedures and work instructions, (4) preparing Medical Device Files, (5) understanding ISO 13485 requirements, or (6) identifying missing documentation for medical device certification. Also use when users mention medical device regulations, QMS certification, FDA QMSR, EU MDR, or need help with quality system documentation.

K-Dense-AI18.8k

Testing

Skill: testing

udecode16.2k

Testing

Skill: testing

udecode16.2k

Iterative Optimization Loop

Run metric-driven iterative optimization loops. Define a measurable goal, build measurement scaffolding, then run parallel experiments that try many approaches, measure each against hard gates and/or LLM-as-judge quality scores, keep improvements, and converge toward the best solution. Use when optimizing clustering quality, search relevance, build performance, prompt quality, or any measurable outcome that benefits from systematic experimentation. Inspired by Karpathy's autoresearch, generalized for multi-file code changes and non-ML domains.

EveryInc14.7k

Team Polish

Orchestrate the polish team: coordinates performance-analyst, technical-artist, sound-designer, and qa-tester to optimize, polish, and harden a feature or area for release quality.

Donchitos12.6k

Decision Capture

Detect decisions in conversation and record them with rationale, alternatives, and outcome tracking.

nearai11.9k

Resume

Resume a paused experiment. Checkout the experiment branch, read results history, continue iterating.

Run

Run a single experiment iteration. Edit the target file, evaluate, keep or discard.

Status

Show experiment dashboard with results, active loops, and progress.

Statistical Analyst

Run hypothesis tests, analyze A/B experiment results, calculate sample sizes, and interpret statistical significance with effect sizes. Use when you need to validate whether observed differences are real, size an experiment correctly before launch, or interpret test results with confidence.