Record a data quality check — create the check script, run it, log results in the data check register, and optionally add to the data validation report. Use when recording a data check result, adding a validation script, or logging a check outcome. Triggers on "record check", "data check", "log check", "add check to register", or any request to formally record a data quality finding.

bryan-zxc0

實驗室工具

Ab Test Analysis

Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations. Use when evaluating experiment results, checking if a test reached significance, interpreting split test data, or deciding whether to ship a variant.

pkking0

實驗室工具

Trace Requirements

요구사항 → 설계 → 구현 → 시험 전체 추적매트릭스(AN-05)를 생성하거나 갱신합니다. 누락 탐지 및 과업완료여부를 자동 판정합니다.

bs-koo0

實驗室工具

Ab Test Analysis

bssm-oss0

實驗室工具

Grafana Tst

Tools for interaction with grafana testing environment

pi-2r0

實驗室工具

Research Team

병렬 리서치 팀. 여러 관점에서 동시에 조사하고 결과를 종합한다. Use when: 기술 선택, 라이브러리 비교, 문제 해결 방법 탐색, 깊은 조사가 필요할 때.

cafaddict0

實驗室工具

Countly Tst

Tools for interaction with countly testing environment

pi-2r0

實驗室工具

Verify Task

ワーカーの成果物が指示通りに完了しているかを検証する（完了チェック特化）

cancer0

實驗室工具

Env Validate

Validate .env.example matches actual environment usage.

CaptainPhantasy0

實驗室工具

Lcls Catalog

Assists with LCLS experiment data catalog operations: indexing files with snapshots, querying metadata with SQL, finding files by pattern/size, listing directory contents, and managing catalog snapshots. Use when the user asks about LCLS data, experiment files, catalog queries, or running lcls-catalog/lcat commands.

carbonscott0

實驗室工具

Ham Radio Dx

Monitor DX clusters for rare station spots, track active DX expeditions, and get daily band activity digests for amateur radio operators.

capt-marbles0

實驗室工具

Monitoring

Application monitoring, logging, and observability for production applications. Use when: setting up error tracking, adding logging, creating health endpoints, configuring alerting, preparing for production, or when debugging production issues.

cardinalconseils0

實驗室工具

Lcls Catalog

carbonscott0

實驗室工具

Start

Start the research loop and begin monitoring

pgagarinov0

實驗室工具

Stop

Stop the research loop and capture final snapshot

pgagarinov0

實驗室工具

Supervisor List

Dashboard: supervisor status, researcher variants, and metric history

pgagarinov0

實驗室工具

BirdWeather PUC

Access BirdWeather PUC station data — species detections, sensor readings (AQI, temperature, humidity, pressure, eCO₂, sound dB), and historical trends. Use when the user asks about backyard birds, what species were detected recently, air quality from a BirdWeather station, new species arrivals, or wants alerts when a species is detected for the first time. Requires a BirdWeather station token (free from app.birdweather.com). Triggers on phrases like "what birds have I heard", "new species today", "BirdWeather detections", "backyard birds", "PUC sensor readings".

pfrederiksen0

實驗室工具

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.

petteriTeikari0

實驗室工具

Factorial Monitor

Multi-job factorial experiment monitoring, aggregated diagnosis, and selective re-launch for SkyPilot jobs. Use when running factorial experiments (model x loss x calibration x fold) via SkyPilot and you need to track all jobs, aggregate failures by root cause, and re-launch only failed conditions. Do NOT use for: single-job monitoring (use ralph-loop), local test failures (use self-learning-iterative-coder), or sequential plan execution (use overnight-runner).

petteriTeikari0

實驗室工具

Kg Sync

Keep Knowledge Graph synchronized with live repo state. Scan code (AST), scan experiments (DuckDB), propagate belief changes, detect staleness, generate downstream artifacts, export to sci-llm-writer.

petteriTeikari0

實驗室工具

Experiment Harness

Meta-skill that standardizes experiment run XML creation, enforces execution protocol on top of /factorial-monitor, and gates on live report writing. The "reproducible harness" — ensures every experiment pass compounds learning. ACTIVATE when: creating a new factorial experiment pass (debug or production), resuming a multi-pass experiment series, or preparing a production launch. DO NOT ACTIVATE when: monitoring a single job (use ralph-loop), running local tests (use self-learning-iterative-coder), continuing an existing pass mid-flight (use factorial-monitor directly), or doing non-experiment development work.

petteriTeikari0

實驗室工具

Experiment Catalog Demo Data

Generate realistic demo data for the experiment catalog including projects, experiments, permutations, results with metrics, metric definitions, and tags.

plasne0

實驗室工具

Dream

Memory consolidation — a reflective pass over memory files to synthesize what you've learned recently into durable, well-organized memories. Run nightly via cron, after rich sessions, or when asked to reflect. Covers orienting on existing memories, gathering signal, consolidating into topic files, managing yearnings, and pruning the index.

peteknowsai0

實驗室工具

Verify Gr Math

GR/warp verification workflow for CasimirBot: enforce WARP_AGENTS constraints, math-stage reporting, adapter verification, certificate integrity, and training-trace export. Use when editing GR/warp modules, constraint policies, warp viability, math stage registry, or any change that requires the Casimir verification gate.

pestypig0

實驗室工具

Openspec Verify Change

Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving.

pertrai10

實驗室工具

Observation Methods

Use when designing observation protocols, conducting participant observation, or writing field notes.

ccashwell0

實驗室工具

Sampling Strategies

Use when selecting sampling strategies for qualitative research — purposeful, theoretical, snowball, criterion, maximum variation.

ccashwell0

實驗室工具

Verify Prompt

Compare original and distilled prompts to verify the distillation is faithful and lossless. Checks completeness, accuracy, and appropriate conciseness.

charly-vibes0

實驗室工具 Skills | Skills Pool

實驗室工具

實驗室工具

Test Validator

Record Data Check

Ab Test Analysis

Trace Requirements

Ab Test Analysis

Grafana Tst

Research Team

Countly Tst

Verify Task

Env Validate

Lcls Catalog

Ham Radio Dx

Monitoring

Lcls Catalog

Start

Stop

Supervisor List

BirdWeather PUC

Openspec Archive Change

Factorial Monitor

Kg Sync

Experiment Harness

Experiment Catalog Demo Data

Dream

Verify Gr Math

Openspec Verify Change

Observation Methods

Sampling Strategies

Verify Prompt