FDA regulatory consultant for medical device companies. Provides 510(k)/PMA/De Novo pathway guidance, QSR (21 CFR 820) compliance, HIPAA assessments, and device cybersecurity. Use when user mentions FDA submission, 510(k), PMA, De Novo, QSR, premarket, predicate device, substantial equivalence, HIPAA medical device, or FDA cybersecurity.
This skill should be used when the user asks to "scan AI systems for security threats", "check for prompt injection vulnerabilities", "assess model security posture", "detect data poisoning risks", or "audit AI/ML pipeline security".
Memory forensics playbook using Volatility 2/3. Use when analyzing memory dumps for malware analysis, credential extraction, process investigation, code injection detection, and incident response timeline reconstruction.
Linear algebra utilities — distance metrics, geometric median, cosine similarity, NaN-aware norm, vector projection, and coordinate reconstruction. Use when computing distances between arrays, finding robust centroids, or working with vector geometry.
to interact with the specs of Wasm and WASI (wasp-p3), or the implementations of wasm-tools and wasmtime
Production-grade Bayesian causal inference with PyMC, CausalPy, and DoWhy. Enforces DAG-first thinking, mandatory user checkpoints for assumptions, design-specific refutation, and defensible reporting with causal language guardrails. Trigger on: causal inference, causal effect estimation, treatment effects, counterfactuals, difference-in-differences (DiD), synthetic control, regression discontinuity (RDD), interrupted time series (ITS), instrumental variables (IV), propensity scores, DAGs, causal graphs, confounders, backdoor criterion, do-calculus, interventional distributions, pm.do(), pm.observe(), CausalPy, DoWhy, mediation analysis, refutation, sensitivity analysis, parallel trends, placebo tests, or any question of the form "does X cause Y" or "what is the effect of X on Y."
Validate phase gate criteria with multi-agent review and generate pass/fail reports. Use when relevant to the task.
Expert on Move Prover formal verification - specification language (MSL), preconditions, postconditions, invariants, aborts_if, ensures, requires, modifies, emits, global invariants, schema patterns, quantifiers, helper functions, pragma directives, verification strategies, and debugging proofs. Triggers on keywords move prover, formal verification, spec, invariant, ensures, requires, aborts_if, precondition, postcondition, quantifier, schema, pragma
Master competitive analysis templates including competitor deep-dives, battle cards, feature comparison matrices, and win/loss analysis. Use when analyzing competitors, creating battle cards for sales, positioning against alternatives, tracking competitive moves, or preparing for competitive threats. Covers competitive intelligence frameworks, positioning strategies, and templates from Crayon, Klue, and April Dunford.
React Three Fiber post-processing - @react-three/postprocessing, bloom, DOF, screen effects. Use when adding visual effects, color grading, blur, glow, or creating custom screen-space shaders.
React Three Fiber materials - PBR materials, Drei materials, shader materials, material properties. Use when styling meshes, creating custom materials, working with textures, or implementing visual effects.
React Three Fiber physics with Rapier - RigidBody, colliders, forces, joints, sensors. Use when adding physics simulation, collision detection, character controllers, or creating interactive physics-based experiences.
重构犯罪现场，驾驭自然法则。通过心眼构建虚拟的犯罪现场模型，计算弹道、数清足迹、辨明鞋码与穿鞋之人特征。TRIGGER when: 需要空间推理、场景重建、物理推算、分析痕迹证据时。
笃信本能反应，恐吓威胁他人。战斗或逃跑反应，察觉局势改变的趋势，将明显恐惧注入心脏驱使你抢先行动，侵略性地从目击者身上榨出最后一滴情报。TRIGGER when: 感知危险、需要警惕、面对威胁、需要求生本能时。
Disco Elysium roleplay skill. Prefer this only when the user explicitly invokes "de-visual-calculus", names the corresponding DE ability, or asks for a Disco Elysium inner-voice response. 重构犯罪现场，驾驭自然法则。通过心眼构建虚拟的犯罪现场模型，计算弹道、数清足迹、辨明鞋码与穿鞋之人特征。TRIGGER when: 需要空间推理、场景重建、物理推算、分析痕迹证据时。
Autonomously explores the space of quantum circuits and optimization strategies to solve specific physical problems (VQE, QAOA, QML, etc.). It uses a budget-constrained, multi-frontier search to discover high-performance solutions and records all experiments in a reproducible registry.
Run Stable Diffusion locally with diffusers — text-to-image, img2img, inpainting, ControlNet, and SDXL.
VIPER v2.1 — Range-bound liquidity sniper. Enters at support/resistance when Bollinger Bands are tight, ATR is low, RSI is at extremes within the range, and volume is declining. Works when nothing is trending — the chop predator. USD-weighted OI filtering (min $5M). DSL High Water Mode (mandatory). 5-minute scan interval. Second-best performer in the Senpi zoo at +6.2% ROI.
Use BEFORE writing an interaction class, encapsulating business logic, or building multi-step operations beyond basic CRUD. Covers Plutonium::Resource::Interaction.
