bioinformatics
185
glm4v-analyze-image
ๆบ่ฐฑAI็่ง่ง่ฏญ่จๆจกๅ๏ผ็จไบๅพๅๅๆใๅ ๅฎน่ฏๅซๅ่ง่ง้ฎ็ญ
majiayu000
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bioinformatics
185
end-reason
Oxford Nanopore read end reason QC analysis. Use when analyzing nanopore sequencing quality, checking for adaptive sampling efficiency, investigating read termination patterns, diagnosing sequencing issues, or running QC on POD5/Fast5 data. Integrates with ont-experiments for provenance tracking via Pattern B orchestration. Supports signal_positive, unblock_mux_change, data_service_unblock_mux_change analysis with quality thresholds.
majiayu000
research
bioinformatics
185
hashing-techniques
Hash-based data structures and techniques including frequency counting, duplicate detection, and LRU cache implementation.
majiayu000
research
computational-chemistry
185
binary-reconnaissance
Initial reconnaissance on binaries including checksec, file analysis, strings, and symbols. First step for any new target.
majiayu000
research
computational-chemistry
185
bio-cosmic
This skill should be used when the user needs to query COSMIC Cancer Gene Census to check if genes are known cancer genes. Triggers include requests to annotate genes with cancer information, check if variants are in cancer genes, or retrieve cancer gene properties from COSMIC database.
majiayu000
research
computational-chemistry
185
bci-interaction-interface-provision
Provision brain-computer interface interaction capabilities.
majiayu000
research
computational-chemistry
185
checking-chembl-for-structured-sar-data
Check if medicinal chemistry papers are in ChEMBL database to access curated bioactivity data
majiayu000
research
computational-chemistry
185
heme-onc-consultant
Heme/Onc consultant: Rapid clinical decision support for hematology and oncology with multi-level analysis. Provides immediate guidance followed by deep adversarial validation, tumor board simulation with multiple specialties, evidence-based research, and risk-benefit analysis. Use for diagnostic dilemmas, treatment planning, complex cases, or when uncertain about clinical decisions in hematology/oncology.
majiayu000
research
computational-chemistry
185
guardrails-safety
Instrument safety checks, content filters, and guardrails for agent outputs
majiayu000
research
lab-tools
185
appinsights-instrumentation
Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance, instrumentation examples, APM best practices.
microsoft
research
lab-tools
185
handbook-updater
Expert knowledge on how to properly maintain and update the central Amplify Gen 2 handbook
majiayu000
research
lab-tools
185
experiment-advisor
Given a research goal, use existing skills, training reports, and references to propose a small, concrete experiment plan.
majiayu000
research
lab-tools
185
error-retry-tracking
Instrument error handling, retries, fallbacks, and failure patterns
majiayu000
research
lab-tools
185
database-observability
Instrument database queries, connection pools, and detect N+1 queries
majiayu000
research
lab-tools
185
bd-issue-tracking
Track complex, multi-session work with dependency graphs using bd (beads) issue tracker. Use when work spans multiple sessions, has complex dependencies, or requires persistent context across compaction cycles. For simple single-session linear tasks, TodoWrite remains appropriate.
majiayu000
research
lab-tools
185
jlcpcb
Search the JLCPCB electronic components database (~7 million parts) for hardware/electronics projects. Use when the user needs to: (1) Find electronic components (resistors, capacitors, ICs, connectors, etc.), (2) Look up specific part numbers or manufacturers, (3) Find alternatives or equivalents for components, (4) Check component availability and stock at JLCPCB, (5) Get component specifications (package type, description, etc.), or (6) Search for parts for PCB assembly projects.
majiayu000
research
lab-tools
185
brain-dump-assistant
Manage a personal knowledge capture system. Use when the user wants to capture ideas, track todos, organize projects, review their brain dump, or mentions "brain dump", "capture this", "add to my list", "what's on my plate", "what should I focus on", or "daily review".
majiayu000
research
lab-tools
185
la-bench-workflow
Orchestrate the complete LA-Bench experimental procedure generation workflow from JSONL input to validated output. This skill should be used when processing LA-Bench format experimental data to generate and validate detailed experimental procedures. It coordinates parsing, reference fetching, procedure generation, and quality validation with 10-point scoring.
majiayu000
research
lab-tools
185
julien-calibre
Complete Calibre library management - add/remove books, convert PDF to EPUB, metadata editing, library analysis, cleanup, and e-reader sync (Sony PRS-T1). Use for any ebook or Calibre operation.
majiayu000
research
lab-tools
185
design-experiment
Plan LLM fine-tuning and evaluation experiments. Use when the user wants to design a new experiment, plan training runs, or create an experiment_summary.yaml file.
majiayu000
research
scientific-computing
185
comparative-analysis
Systematic comparison of segments, cohorts, or time periods - ensure fair apples-to-apples comparisons, identify meaningful differences, explain WHY differences exist
majiayu000
research