binary-reconnaissance
Initial reconnaissance on binaries including checksec, file analysis, strings, and symbols. First step for any new target.
bci-interaction-interface-provision
Provision brain-computer interface interaction capabilities.
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.
guardrails-safety
Instrument safety checks, content filters, and guardrails for agent outputs
handbook-updater
Expert knowledge on how to properly maintain and update the central Amplify Gen 2 handbook
experiment-advisor
Given a research goal, use existing skills, training reports, and references to propose a small, concrete experiment plan.
error-retry-tracking
Instrument error handling, retries, fallbacks, and failure patterns
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.
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.
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".
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.
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.
comparative-analysis
Systematic comparison of segments, cohorts, or time periods - ensure fair apples-to-apples comparisons, identify meaningful differences, explain WHY differences exist
healthsim
HealthSim generates realistic synthetic healthcare data for testing EMR systems, claims processing, pharmacy benefits, and analytics. Use for ANY request involving: (1) synthetic patients, clinical data, or medical records, (2) healthcare claims, billing, or adjudication, (3) pharmacy prescriptions, formularies, or drug utilization, (4) HL7v2, FHIR, X12, or NCPDP formatted output, (5) healthcare testing scenarios or sample data generation.
knowledge-framework
Auto-applies MECE/BFO framework (thesis, Mermaid TD/LR, numbered sections, Ground Truth) to ANY .md file creation.
ai-code-generator
AI-powered code generation for boilerplate, tests, data, and scaffolding