astronomy-physics
11
depth-map-generation
Generate depth maps from images using each::sense AI. Create depth estimation for 3D effects, parallax animations, VR/AR applications, focus effects, and stereo image generation.
eachlabs
research
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lab-tools
11
domain-healthcaremedical-device-software
Medical device software development covering IEC 62304 software lifecycle, ISO 14971 risk management, design controls, software verification and validation, FDA regulatory submissions, software change control, and cybersecurity for medical devices.
rnavarych
research
lab-tools
11
fix-test-failures
This skill should be used after running tests when failures occur. It ensures test failures are properly diagnosed through instrumentation and logging until the root cause is found and fixed. The skill treats all test failures as real bugs that must be resolved, never skipped.
larsbrubaker
research
lab-tools
11
worktree-sparsity-eval
Evaluate repository size metrics to determine whether worktrees should use sparse checkout. Invoke when starting work in an unfamiliar repository, before creating the first worktree in a repo where no sparsity metrics exist in CLAUDE.md, or for periodic re-evaluation when a repo has grown significantly.
cameronraysmith
research
lab-tools
11
colibri-audit-memory
Bridge audit trails and memory frames for comprehensive session recording. Greek: ζ (zeta) — Decision Trail, η (eta) — Proof Store. Use when recording audit sessions, creating memory bundles, linking audit trails to memory, or finalizing session proofs with memory archives.
LastEld
research
lab-tools
11
colibri-audit-memory
Bridge audit trails and memory frames for comprehensive session recording. Greek: ζ (zeta) — Decision Trail, η (eta) — Proof Store. Use when recording audit sessions, creating memory bundles, linking audit trails to memory, or finalizing session proofs with memory archives.
LastEld
research
lab-tools
11
medical-device-distribution
When the user wants to optimize medical device distribution, manage device traceability, handle consignment inventory, or ensure regulatory compliance for medical devices. Also use when the user mentions "medical device logistics," "UDI compliance," "device traceability," "consignment management," "implant tracking," "loaner sets," "FDA compliance," "sterile device distribution," "recall management," or "GS1 standards." For hospital internal logistics, see hospital-logistics. For pharmaceutical distribution, see pharmacy-supply-chain.
kishorkukreja
research
lab-tools
11
clinical-trial-logistics
When the user wants to optimize clinical trial supply chain, manage investigational products, implement IRT systems, or ensure GCP compliance. Also use when the user mentions "clinical trial supply," "IMP logistics," "IVRS/IWRS," "drug accountability," "randomization and supply," "comparator sourcing," "depot management," "clinical packaging," "site resupply," or "GCP compliance." For pharmacy operations, see pharmacy-supply-chain. For general healthcare logistics, see hospital-logistics.
kishorkukreja
research
lab-tools
11
cycle-counting
When the user wants to implement or optimize cycle counting programs, improve inventory accuracy, or design physical inventory processes. Also use when the user mentions "inventory accuracy," "physical inventory," "stock counting," "ABC cycle counting," "perpetual inventory," "inventory reconciliation," or "variance analysis." For inventory optimization, see inventory-optimization. For warehouse operations, see warehouse-design.
kishorkukreja
research
lab-tools
11
nucleus-apple-health
Query and analyze exported Apple Health metrics and raw samples with the `nucleus-apple` CLI. Use when the task involves trend summaries, daily metrics, raw sample inspection, sync change history, or diagnosing gaps between aggregates and raw exports.
zish-rob-crur
research
lab-tools
11
happy-sim-explain-example
Walk through a library example with detailed explanation
adamfilli
research
lab-tools
11
voice-clone
Clone real or fictional voices using ElevenLabs Instant Voice Cloning (IVC). This skill chains together the full pipeline — finding reference audio, preparing samples, uploading to ElevenLabs IVC, testing the clone with text-to-speech, and tuning voice settings. Use this skill whenever the user wants to clone a voice, create a custom voice from audio samples, replicate a famous voice style, or build a voice for a character. Covers celebrity impressions, fictional characters, branded voices, and personal voice clones.
b-open-io
research
lab-tools
11
uncertainty-calibration
Calibrate confidence and document uncertainty based on evidence strength.
gqy20
research
lab-tools
11
audit-tools
Audit tools/ directory for structure compliance, test coverage, CLI quality, and documentation completeness. Use when checking tool health, validating tools, reviewing tool quality, or after adding or modifying a tool. Also use when someone says 'check the tools', 'are our tools documented', or 'which tools need work'.
tomcounsell
research
scientific-computing
11
literature-analyst
Analyze academic papers, extract claims, methods, evidence, limitations, and propose follow-up experiments or verification steps.
gqy20
research
scientific-computing
11
evidence-retrieval
Retrieve and organize evidence for key claims using available tools, with source URLs and confidence tags.
gqy20
research
scientific-computing
11
metaheuristic-optimization
When the user wants to solve complex optimization problems using metaheuristics, apply genetic algorithms, simulated annealing, or other nature-inspired algorithms. Also use when the user mentions "genetic algorithm," "simulated annealing," "tabu search," "ant colony," "particle swarm," "evolutionary algorithms," "nature-inspired optimization," "heuristic search," or when exact optimization methods are too slow for large-scale problems. For exact methods, see optimization-modeling. For multi-objective, see multi-objective-optimization.
kishorkukreja
research
scientific-computing
11
domain-healthcareclinical-data-modeling
Clinical data modeling covering healthcare terminology systems (ICD-10, SNOMED CT, LOINC, RxNorm, CPT, NDC), clinical document architecture, patient data normalization, temporal clinical data patterns, and clinical decision support data models.
rnavarych
research
scientific-computing
11
preferences-computational-system-taxonomy
Computational system taxonomy for classifying systems by their computational properties. Load when analyzing or categorizing system architectures.
cameronraysmith
research
scientific-computing
11
traveling-salesman-problem
When the user wants to solve the Traveling Salesman Problem (TSP), find the shortest route visiting all cities, or optimize tour sequences. Also use when the user mentions "TSP," "shortest tour," "Hamiltonian cycle," "tour optimization," "route sequencing," "optimal visit order," "traveling salesperson," or "minimum distance tour." For vehicle routing with capacities, see vehicle-routing-problem.
kishorkukreja
research