lab-tools
42
incident-response
Coordinate security incident response efforts. Includes classification, playbook generation, evidence gathering, and remediation planning. Validates response strategies against best practices.
vuralserhat86
research
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computational-chemistry
42
madgraph-simulator
Run MadGraph5_aMC@NLO event generation for particle physics simulations via Magnus cloud. Triggers when the user wants to generate Monte Carlo events, simulate collider processes, or run MadGraph5. Supports Pythia8 parton shower and Delphes detector simulation.
HET-AGI
research
scientific-computing
41
synthesize
Synthesize information across multiple sources into a structured document. Processes sources in batches across sessions to handle more data than fits in context. Discovers and queues related sources automatically. Use for research synthesis, topic deep-dives, or consolidating scattered notes. Triggers on "synthesize", "synthesis", "research [topic]".
TaylorHuston
research
academic
41
report-writing
Structure and write comprehensive research reports with proper citations. Use when finalizing research findings into a formal report.
HyunjunJeon
research
academic
41
academic-search
Search academic paper repositories (arXiv, Semantic Scholar) for scholarly articles in physics, mathematics, computer science, quantitative biology, AI/ML, and related fields
HyunjunJeon
research
astronomy-physics
41
mapbox-geospatial-operations
Expert guidance on choosing the right geospatial tool based on problem type, accuracy requirements, and performance needs
mapbox
research
astronomy-physics
41
examining-discovery-spaces
End-to-end workflow to examine and summarise an ado discoveryspace — fetch space YAML, describe entity and measurement space structure, assess sampling coverage, export measurement data, and find related resources. Use when the user asks to inspect, summarise, debug, or analyse a discoveryspace; wants to understand dimensions, experiments, or sampling coverage; provides a space ID or asks to use --use-latest for the current space.
IBM
research
lab-tools
41
composition-management
How to create and register compositions. The registry pattern, CompositionEntry type, track system. Read before adding or modifying compositions.
BuilderIO
research
lab-tools
41
ctx-learning-add
Record a learning. Use when discovering gotchas, bugs, or unexpected behavior that future sessions should know about.
ActiveMemory
research
lab-tools
41
ctx-convention-add
Record a coding convention. Use when a repeated pattern should be codified so all sessions follow it consistently.
ActiveMemory
research
lab-tools
41
ctx-alignment-audit
Audit alignment between docs and agent instructions. Use when recipes or docs make claims about agent behavior that may not be backed by the playbook or skills.
ActiveMemory
research
lab-tools
41
query-ado-data
Query ado metadata and measurement data using CLI commands. Use when the user needs to find resources, filter by metadata, retrieve entities and measurements, or get resource schemas. Covers metastore queries (operations, discoveryspaces, samplestores, datacontainers, actuatorconfigurations) and samplestore queries (entities and measurements).
IBM
research
astronomy-physics
40
database-migrations-migration-observability
Migration monitoring, CDC, and observability infrastructure
benjaminasterA
research
astronomy-physics
40
computer-vision-expert
SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.
benjaminasterA
research
computational-chemistry
40
superpowers-lab
Lab environment for Claude superpowers
benjaminasterA
research
computational-chemistry
40
embedding-strategies
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom...
benjaminasterA
research
computational-chemistry
40
azure-ai-anomalydetector-java
Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.
benjaminasterA
research
computational-chemistry
40
peer-reviewer
Simulate peer review by constructing reviewer personas from Zotero sources. Identifies relevant perspectives, retrieves full texts, builds reviewer profiles, and generates focused reviews on theory/methods and findings.
nealcaren
research
scientific-computing
40
dag-development
Develop causal diagrams (DAGs) from social-science research questions and literature, then render publication-ready figures using Mermaid, R, or Python.
nealcaren
research
lab-tools
40
memory-forensics
Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating inciden...
benjaminasterA
research
lab-tools
40
autoresearch
Autonomous experiment loop that iteratively improves a measurable metric. Given a goal, a verify command, and an optional guard, the agent branches, makes one change, measures the result, and keeps or discards the experiment -- repeating indefinitely. Use this skill when the user wants to optimize something measurable through automated experimentation, autonomous improvement loops, or when they mention "autoresearch". Works for any domain with a quantifiable metric (code performance, ML training, build size, test scores, content quality metrics, etc.).
maragudk
research