Discover AI Agent Skills

Execute a Supabase production deployment checklist covering RLS, key hygiene, connection pooling, backups, monitoring, Edge Functions, and Storage policies. Use when deploying to production, preparing for launch, or auditing a live Supabase project for security and performance gaps. Trigger with "supabase production", "supabase go-live", "supabase launch checklist", "supabase prod ready", "deploy supabase", "supabase production readiness".

GLSL shader development: ray marching, fluid simulation, particle systems, and procedural generation. Official MiniMax skill for creating real-time visual effects in WebGL and creative coding contexts.

Découper un PRD en phases indépendamment livrables par tranches verticales (tracer bullets), puis produire ou étendre `docs/PLAN.md` selon un template fixe (décisions architecturales + phases avec user stories, livrable, critères d'acceptation, dépendances). Utilise sur /planifie, "découpe le PRD", "fais le plan d'implémentation", "casse-moi ça en phases", "écris le plan", "étends le plan", "tracer bullets", "vertical slices", ou dès qu'il faut transformer un PRD en plan d'exécution versionné. Aval naturel de /cadre.

Operational rubric that turns "don't make AI slop" into observable properties, severity levels, evidence requirements, and repair actions for interface design. Use as the reference rubric when building or reviewing marketing sites, product interfaces, dashboards, portfolios, or e-commerce pages, especially alongside frontend-design.

Use when the user needs to run GitNexus CLI commands like analyze/index a repo, check status, clean the index, generate a wiki, or list indexed repos. Examples: "Index this repo", "Reanalyze the codebase", "Generate a wiki"

Detect and map data silos in construction organizations. Identify disconnected data sources and integration opportunities

Guide the PM-to-Director transition across preparing, interviewing, landing, and recalibrating. Use when leadership scope is changing and you need practical coaching.

Run and operate the DeepStream Multi-View 3D Tracking reference app, also known as MV3DT. Use when the user asks to set up prerequisites, run shipped MV3DT samples, run Multi-View 3D Tracking on custom synchronized MP4 datasets, import camera calibration, delegate missing calibration to AutoMagicCalib, inspect OSD or BEV visualization, consume MV3DT Kafka metadata, or clean up MV3DT run state in the DeepStream MV3DT app directory.

Push a branch, open a change request, iterate on reviews until clean, then squash-merge. Runs /pr-review-fixer in a loop until no blockers/critical/major issues remain, rebases onto latest origin/main, and squash-merges. Works on both GitHub (gh) and GitLab (glab) — it detects the forge from the git remote. Works with or without Transit tickets. Use when you want to shepherd a PR/MR from push to merge, e.g. "push and merge this", "get this merged", "review-fix-merge loop".

Modern web design trends, principles, and implementation patterns for 2024-2025. Use this skill when designing websites, creating interactive experiences, implementing design systems, ensuring accessibility, or building performance-first interfaces. Triggers on tasks involving modern design trends, micro-interactions, scrollytelling, bold minimalism, cursor UX, glassmorphism, accessibility compliance, performance optimization, or design system architecture. References animation skills (GSAP, Framer Motion, React Spring), 3D skills (Three.js, R3F, Babylon.js), and component libraries for implementation guidance.

Secure coding practices and defensive programming patterns for building security-first applications. Use when implementing authentication, handling user input, managing sensitive data, or conducting secure code reviews.

Design, validate, and govern a composite customer health score - product usage and engagement signals combined into one weighted, normalized, decayed, banded account score that flags both churn risk and expansion readiness, backtested against real churn outcomes and recalibrated. Use whenever the user mentions a customer health score, health scoring model, account health, signal weighting, score bands, at-risk account flagging, churn risk score, expansion risk, or says "green accounts keep churning" - even if they never say "health score". Covers B2B account-level rollup and B2C/PLG continuous scoring. Do NOT use for discovering which indicators actually predict churn - use mbfinotti/revops-skills@customer-churn-signals instead.

Python/HTSlib workflows for genomic files. Use when reading, querying, filtering, or writing SAM/BAM/CRAM, VCF/BCF, FASTA/FASTQ, or tabix data with pysam, including pileup, coverage, indexing, and CRAM references.

Provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM integration for RL scaling.

Defines measurable performance budgets for bundle size, API latency, database queries, and render times. Provides enforcement strategies and monitoring plans. Use for "performance budgets", "performance monitoring", "web vitals", or "optimization targets".

Authorized digital forensics: memory dumps, disk timelines, PCAP investigation, artifact triage, and incident-response evidence preservation.

Expert UI/UX designer specializing in user-centered design, accessibility (WCAG 2.2), design systems, and responsive interfaces. Use when designing web/mobile applications, implementing accessible interfaces, creating design systems, or conducting usability testing.

Validate at every layer data passes through to make bugs impossible