Top Agent Skills

CRITICAL: Use for MolyKit AI chat toolkit. Triggers on: BotClient, OpenAI, SSE streaming, AI chat, molykit, PlatformSend, spawn(), ThreadToken, cross-platform async, Chat widget, Messages, PromptInput, Avatar, LLM

Secure-by-default environment variable management for Claude Code sessions.

Database development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering.

Practical async patterns using TaskEither - clean pipelines instead of try/catch hell, with real API examples

Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming.

This skill should be used when the user asks to "create AGENTS.md", "update AGENTS.md", "maintain agent docs", "set up CLAUDE.md", or needs to keep agent instructions concise. Enforces research-backed best practices for minimal, high-signal agent documentation.

Alias for sentry-skills:pr-writer. Use when users explicitly ask for "create-pr" or reference the legacy skill name. Redirects to the canonical PR writing workflow.

Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.

Version 2.35.0 | PRD to Production | Zero Human Intervention > Research-enhanced: OpenAI SDK, DeepMind, Anthropic, AWS Bedrock, Agent SDK, HN Production (2025)

Diagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance.

Write a markdown plan to .hermes/plans/; no execution.

Delegate coding to OpenAI Codex CLI (features, PRs).

**Trigger**: Use when working with the Google Cloud CLI (`gcloud`) — authentication, resource management, configuration, and troubleshooting.

Use when using AWS CLI.

Generate images, video, and audio via diffusion workflows.

Control Philips Hue lights, scenes, rooms via OpenHue CLI.

Airtable REST API via curl. Records CRUD, filters, upserts.

Karpathy's LLM Wiki: build/query interlinked markdown KB.

ASCII art: pyfiglet, cowsay, boxes, image-to-ascii.

Plan a huge chunk of work — more than one agent session can hold — as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.

Break a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, published to the configured tracker — edges as text in one file per ticket locally, or native blocking links on a real tracker.

Use when practicing banking law.

Use when managing cruise ships.

Use when for audit design.

Use when building beauty brands.

Framer Motion Reference

TanStack Query (React Query) — data fetching, caching, mutations, optimistic updates, infinite queries.

SKILL — Mobile UX

Design generation using V0 (v0.dev) via the official MCP server. Generates production React/Tailwind/Shadcn components with live preview URLs. Use for all design generation — original designs and clone workflows. Replaces Stitch for primary generation.

Performance — Forge Skill

Supabase Realtime Patterns

Identifies, assesses, and mitigates risks at every phase of a development pipeline.

Web3 Frontend Integration

Index of cloned framework repos for Maks's reference during builds.

Stays current on UI design patterns, tools, and frameworks by monitoring release notes and running targeted search queries.

Token Standards

Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue references.

Query, stage, and apply configuration changes for Railway environments. Use for ANY variable or env var operations, service configuration (source, build settings, deploy settings), lifecycle (delete service), and applying changes. Prefer over railway-status skill for any configuration or variable queries.

Generate adr generator operations. Auto-activating skill for Technical Documentation. Triggers on: adr generator, adr generator Part of the Technical Documentation skill category. Use when working with adr generator functionality. Trigger with phrases like "adr generator", "adr generator", "adr".

Generate mindmap generator operations. Auto-activating skill for Visual Content. Triggers on: mindmap generator, mindmap generator Part of the Visual Content skill category. Use when working with mindmap generator functionality. Trigger with phrases like "mindmap generator", "mindmap generator", "mindmap".

Create d2 diagram creator operations. Auto-activating skill for Visual Content. Triggers on: d2 diagram creator, d2 diagram creator Part of the Visual Content skill category. Use when working with d2 diagram creator functionality. Trigger with phrases like "d2 diagram creator", "d2 creator", "d2".

Generate changelog generator operations. Auto-activating skill for Technical Documentation. Triggers on: changelog generator, changelog generator Part of the Technical Documentation skill category. Use when working with changelog generator functionality. Trigger with phrases like "changelog generator", "changelog generator", "changelog".

Analyze gc log analyzer operations. Auto-activating skill for Performance Testing. Triggers on: gc log analyzer, gc log analyzer Part of the Performance Testing skill category. Use when analyzing or auditing gc log analyzer. Trigger with phrases like "gc log analyzer", "gc analyzer", "analyze gc log r".

Assist with hipaa audit helper operations. Auto-activating skill for Security Advanced. Triggers on: hipaa audit helper, hipaa audit helper Part of the Security Advanced skill category. Use when analyzing or auditing hipaa audit helper. Trigger with phrases like "hipaa audit helper", "hipaa helper", "hipaa".

Deploy azure ml deployer operations. Auto-activating skill for ML Deployment. Triggers on: azure ml deployer, azure ml deployer Part of the ML Deployment skill category. Use when deploying applications or services. Trigger with phrases like "azure ml deployer", "azure deployer", "deploy azure ml er".

Convert onnx converter operations. Auto-activating skill for ML Deployment. Triggers on: onnx converter, onnx converter Part of the ML Deployment skill category. Use when working with onnx converter functionality. Trigger with phrases like "onnx converter", "onnx converter", "onnx".

Configure spike test setup operations. Auto-activating skill for Performance Testing. Triggers on: spike test setup, spike test setup Part of the Performance Testing skill category. Use when writing or running tests. Trigger with phrases like "spike test setup", "spike setup", "spike".

Execute iam policy reviewer operations. Auto-activating skill for Security Advanced. Triggers on: iam policy reviewer, iam policy reviewer Part of the Security Advanced skill category. Use when working with iam policy reviewer functionality. Trigger with phrases like "iam policy reviewer", "iam reviewer", "iam".

Configure with bash script helper operations. Auto-activating skill for DevOps Basics. Triggers on: bash script helper, bash script helper Part of the DevOps Basics skill category. Use when working with bash script helper functionality. Trigger with phrases like "bash script helper", "bash helper", "bash".

Generate makefile generator operations. Auto-activating skill for DevOps Basics. Triggers on: makefile generator, makefile generator Part of the DevOps Basics skill category. Use when working with makefile generator functionality. Trigger with phrases like "makefile generator", "makefile generator", "makefile".

Deploy vertex ai deployer operations. Auto-activating skill for ML Deployment. Triggers on: vertex ai deployer, vertex ai deployer Part of the ML Deployment skill category. Use when deploying applications or services. Trigger with phrases like "vertex ai deployer", "vertex deployer", "deploy vertex ai er".

Configure pinia store setup operations. Auto-activating skill for Frontend Development. Triggers on: pinia store setup, pinia store setup Part of the Frontend Development skill category. Use when working with pinia store setup functionality. Trigger with phrases like "pinia store setup", "pinia setup", "pinia".

Manage key rotation manager operations. Auto-activating skill for Security Advanced. Triggers on: key rotation manager, key rotation manager Part of the Security Advanced skill category. Use when working with key rotation manager functionality. Trigger with phrases like "key rotation manager", "key manager", "key".

Configure s3 lifecycle config operations. Auto-activating skill for AWS Skills. Triggers on: s3 lifecycle config, s3 lifecycle config Part of the AWS Skills skill category. Use when configuring systems or services. Trigger with phrases like "s3 lifecycle config", "s3 config", "s3".

Process data partitioner operations. Auto-activating skill for Data Pipelines. Triggers on: data partitioner, data partitioner Part of the Data Pipelines skill category. Use when working with data partitioner functionality. Trigger with phrases like "data partitioner", "data partitioner", "data".

Configure api key auth setup operations. Auto-activating skill for API Development. Triggers on: api key auth setup, api key auth setup Part of the API Development skill category. Use when working with APIs or building integrations. Trigger with phrases like "api key auth setup", "api setup", "api".

Visual Prompt Tuning

PaLI-3: Smaller, Faster, Stronger

Nemotron-4 340B Technical Report

VQAv2: Making the V in VQA Matter