tinh2

Generate a dev container for my project — auto-detect language, framework, and services like PostgreSQL or Redis, create devcontainer.json with VS Code extensions, port forwarding, post-create commands, Docker Compose for multi-service setups, and GitHub Codespaces compatibility

Analyze mining safety management systems including incident investigation quality (ICAM, TapRooT, BowTie analysis), hazard identification and risk register completeness, critical control verification per ICMM framework, occupational health exposure monitoring (respirable dust, silica, noise dosimetry), ground control and geotechnical safety (pit slope stability, underground support, tailings per G

Save the current conversation context as a reloadable snapshot. Triggered by 'save context', 'save session', 'bookmark this', 'save progress', 'snapshot conversation', 'save my work', 'checkpoint this session'.

Analyze game code for performance bottlenecks including draw call batching and overdraw, shader complexity and LOD strategy, per-frame GC allocation pressure, object pooling gaps, physics timestep and collision matrix tuning, spatial partitioning for entity queries, async scene loading and asset streaming, mobile thermal throttling, WebGL bundle size, and frame budget compliance for 30/60/90 FPS t

Audit risk simulation and decision support systems for Monte Carlo modeling quality, wargaming analysis, threat assessment, mission planning support, and course-of-action decision analysis. Use when reviewing probabilistic risk models, defense planning tools, cost-schedule risk engines, scenario simulators, or decision matrices built on DoD risk management and operational planning frameworks.

Audit litigation analytics and case outcome prediction systems -- ML outcome models (logistic regression, gradient boosting, neural nets with temporal train/test splits), settlement range modeling (Monte Carlo simulation, comparable case matching, BATNA analysis), litigation cost forecasting by phase, judge profiling and venue analysis (win rates, motion grant rates, bias safeguards), precedent ma

Bootstrap a project from zero to working dev environment. Detects runtime versions, installs dependencies, creates .env from templates, starts Docker services, runs database migrations, and verifies build plus tests pass. Use when cloning a new repo, onboarding to a project, setting up local development, or troubleshooting a broken dev environment.

Design CNC-ready modular, interlocking, flat-pack furniture and functional objects from sheet materials (plywood, MDF, acrylic) with slot/tab joinery, precise tolerances, full parts lists, cut layouts, assembly instructions, and CAD export guidance — no fasteners required.

Bidirectional sync between your codebase and Google Stitch. Pushes current design state (tokens, components, screenshots) to Stitch and pulls generated designs back into a platform-agnostic staging directory. Use when: 'sync to stitch', 'push to stitch', 'pull from stitch', 'stitch sync', 'connect stitch', 'stitch bridge'.

Run a comprehensive mobile app QA audit covering permission flows, deep link verification, push notification delivery, offline mode resilience, background/foreground state preservation, memory leak detection, network condition simulation, accessibility compliance, and iOS/Android platform edge cases. Supports Flutter, React Native, and native iOS/Android. Use when you need to QA test a mobile app,

AI-powered web search and research using the Perplexity API (Sonar models). Performs deep web research with citations, fact-checking, competitive analysis, market research, and technical documentation lookup. Supports streaming responses, search domain filtering, and recency filtering.

Audits GitHub Copilot AI Credit usage patterns before the June 2026 flex-billing transition. Pulls usage data from the GitHub API, identifies high-credit-cost workflows (agentic sessions, cloud review, heavy chat), recommends the right plan tier (Pro / Pro+ / Max), and generates per-user budget configs for team admins. Run before June 1, 2026 — or any time you want to understand and reduce Copilot