Top Agent Skills

Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpler interface, use datamol (wrapper around RDKit). Use rdkit for advanced control, custom sanitization, specialized algorithms.

Search and deploy services from Railway's template marketplace. Use when user wants to add a service from a template, find templates for a specific use case, or deploy tools like Ghost, Strapi, n8n, Minio, Uptime Kuma, etc. For databases (Postgres, Redis, MySQL, MongoDB), prefer the railway-database skill.

Manage Railway deployments - view logs, redeploy, restart, or remove deployments. Use for deployment lifecycle (remove, stop, redeploy, restart), deployment visibility (list, status, history), and troubleshooting (logs, errors, failures, crashes). NOT for deleting services - use railway-environment skill with isDeleted for that.

Inspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize failure context, then create a fix plan and implement after user approval. Use when a user asks to debug or fix failing PR CI/CD checks on GitHub Actions and wants a plan + code changes; for external checks (e.g., Buildkite), only report the details URL and mark them out of scope.

Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request.

Scan secret scanner operations. Auto-activating skill for Security Fundamentals. Triggers on: secret scanner, secret scanner Part of the Security Fundamentals skill category. Use when working with secret scanner functionality. Trigger with phrases like "secret scanner", "secret scanner", "secret".

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

Configure sqs queue setup operations. Auto-activating skill for AWS Skills. Triggers on: sqs queue setup, sqs queue setup Part of the AWS Skills skill category. Use when working with sqs queue setup functionality. Trigger with phrases like "sqs queue setup", "sqs setup", "sqs".

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

Process csv processor operations. Auto-activating skill for Business Automation. Triggers on: csv processor, csv processor Part of the Business Automation skill category. Use when working with csv processor functionality. Trigger with phrases like "csv processor", "csv processor", "csv".

Manage api key manager operations. Auto-activating skill for Security Fundamentals. Triggers on: api key manager, api key manager Part of the Security Fundamentals skill category. Use when working with APIs or building integrations. Trigger with phrases like "api key manager", "api manager", "api".

Audit Trail Helper - Auto-activating skill for Enterprise Workflows. Triggers on: audit trail helper, audit trail helper Part of the Enterprise Workflows skill category. Use when analyzing or auditing audit trail helper. Trigger with phrases like "audit trail helper", "audit helper", "audit".

Provides step-by-step guidance and generates configurations for OAuth2 flows, following industry best practices and security patterns.

Configure vpc network setup operations. Auto-activating skill for GCP Skills. Triggers on: vpc network setup, vpc network setup Part of the GCP Skills skill category. Use when working with vpc network setup functionality. Trigger with phrases like "vpc network setup", "vpc setup", "vpc".

Guides through mocha test setup with step-by-step instructions, best practices, and production-ready configurations.

Create iam binding creator operations. Auto-activating skill for GCP Skills. Triggers on: iam binding creator, iam binding creator Part of the GCP Skills skill category. Use when working with iam binding creator functionality. Trigger with phrases like "iam binding creator", "iam creator", "iam".

Create asana task creator operations. Auto-activating skill for Enterprise Workflows. Triggers on: asana task creator, asana task creator Part of the Enterprise Workflows skill category. Use when working with asana task creator functionality. Trigger with phrases like "asana task creator", "asana creator", "asana".

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

Create react hook creator operations. Auto-activating skill for Frontend Development. Triggers on: react hook creator, react hook creator Part of the Frontend Development skill category. Use when working with react hook creator functionality. Trigger with phrases like "react hook creator", "react creator", "react".

Configure with pagination helper operations. Auto-activating skill for API Development. Triggers on: pagination helper, pagination helper Part of the API Development skill category. Use when working with pagination helper functionality. Trigger with phrases like "pagination helper", "pagination helper", "pagination".

Test Retry Config - Auto-activating skill for Test Automation. Triggers on: test retry config, test retry config Part of the Test Automation skill category. Use when writing or running tests. Trigger with phrases like "test retry config", "test config", "test".

Create okr tracker creator operations. Auto-activating skill for Enterprise Workflows. Triggers on: okr tracker creator, okr tracker creator Part of the Enterprise Workflows skill category. Use when working with okr tracker creator functionality. Trigger with phrases like "okr tracker creator", "okr creator", "okr".

Detect anomaly detector operations. Auto-activating skill for Data Analytics. Triggers on: anomaly detector, anomaly detector Part of the Data Analytics skill category. Use when working with anomaly detector functionality. Trigger with phrases like "anomaly detector", "anomaly detector", "anomaly".

Check api health checker operations. Auto-activating skill for API Integration. Triggers on: api health checker, api health checker Part of the API Integration skill category. Use when working with APIs or building integrations. Trigger with phrases like "api health checker", "api checker", "api".

Segment Anything

SBU Captions Dataset

DCLM: DataComp for Language Models

EL2N: Deep Learning on a Data Diet

ASR: Whisper for Video Transcription

GLIP: Grounded Language-Image Pre-training

Mixup: Beyond Empirical Risk Minimization

Segment Everything Everywhere All at Once

SynthText: Synthetic Data for Text Detection

GLaMM: Pixel Grounding Large Multimodal Model

Multimodal Learning with Transformers: A Survey

VILA: On Pre-training for Visual Language Models

Multimodal Neurons in Artificial Neural Networks

Copy-Paste Augmentation for Instance Segmentation

LLaVA-Critic: Learning to Evaluate Multimodal Models

LISA: Reasoning Segmentation via Large Language Model

Label Noise SGD Provably Prefers Flat Global Minimizers

ImageNet: A Large-Scale Hierarchical Image Database

Alpaca: A Strong, Replicable Instruction-Following Model

Code review skill — auto-scopes from git changes, reads DOJO.md for project conventions, and produces structured findings with priority levels. Supports quick single-pass review and deep 3-agent parallel audit.

Start-of-session routine — load context, check state, suggest next task. Use at the beginning of a fresh session or after a context reset.

Create a committed per-feature spec under `docs/specs/YYYY-MM-DD-<slug>/{spec,tasks}.md` with frontmatter (status, created, owner, pr, tags). Promotes an ephemeral `.claude/plans/<name>.md` into a persistent, searchable artifact. Use when starting a feature that's larger than a one-shot PR.

Regenerate the cross-repo roadmap aggregate in your Claude memory directory by walking every curated repo's `docs/specs/**` frontmatter. Run at session start for cross-repo orientation or after any `spec-new`/`spec-ship` in any repo.

Daily live-trend scan for any active brand — surfaces timely topics, launches, news, and community pain points in the brand's niche, scored for relevance and timeliness, deduplicated against a rolling log, and written as candidate topics the social calendar can pull.

SEO topic research on fb.ai — find keyword clusters for a topic, deep-analyze their SERPs, and turn the winners into a scheduled content plan. Hands the resulting article briefs to article-publisher. Run on demand.

Download a video from YouTube, Instagram, TikTok, Twitter/X, Facebook, Vimeo (and 1000+ yt-dlp sites) to local disk, and optionally transcribe it. Standalone utility for repurposing and analysis — not part of the static publishing pipeline.

Daily overdue-invoice chaser. Pulls receivables from Xero, escalates reminder tone over time per the brand's finance playbook, drafts/sends Gmail reminders, tracks chase state in Notion, and posts a daily Slack digest. Runs daily on cron schedule.

Weekly diff of competitor websites, pricing pages, blogs, careers pages, and exec movements. Classifies and scores every change, archives to Notion, alerts Slack on high-signal events. Runs weekly on Monday morning cron schedule.

Write a freelance-marketplace bid for a chosen gig — detects the client's required "secret word", maps the job to a service the brand sells, and drafts a tailored cover letter plus a 60-second VSL (video sales letter) script, written back onto the gig's Notion row. On-demand per gig. The Write phase of the Inbound Gig Engine.

Daily and weekly paid ads analysis — Google Ads, Meta Ads, GA4 funnel analysis with structured JSON email briefs for any active brand

Read, create, inspect, render, and verify PDF files where visual layout matters. Use Poppler rendering plus Python tools such as reportlab, pdfplumber, and pypdf for generation and extraction.

Run a full pipeline for a task. Orchestrates roles through stages (standalone or HOTL-integrated).

Read Slack context, route to the right Slack workflow, and prepare or perform Slack writes that match the user's intent.

Use when the user asks Codex to inspect Aient telemetry, search logs, explain traces, create/list Aient API keys, or use the Aient MCP server.

Assign a task to a specific role on your team.

Next.js App Router expert guidance. Use when building, debugging, or architecting Next.js applications — routing, Server Components, Server Actions, Cache Components, layouts, middleware/proxy, data fetching, rendering strategies, and deployment on Vercel.