Skills
100,928 packaged capabilities and playbooks for agents. Install any of them with one command.
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Generate HTML artifacts for code review, PR explanation, and codebase understanding — rendered diffs with inline annotations, severity-coded findings, refactor risk maps, before/after migration views, and subsystem walkthroughs. Use whenever the user wants to review, explain, or understand a PR, refactor, codebase area, or subsystem — especially before merging, when onboarding others to a change, or when the GitHub diff view doesn't show enough context. Default to attaching an HTML explainer to every non-trivial PR.
Takes meeting transcripts, extracts action items with owners and deadlines, detects implicit commitments, generates structured meeting summaries, and outputs task files compatible with Linear, GitHub Issues, and other project management tools.
Use this skill for OpenFold3, NVIDIA's BioNeMo NIM microservice for biomolecular structure prediction. Invoke whenever the user mentions OpenFold3 or needs protein, protein-ligand, protein-DNA/RNA, or multi-chain complex prediction with the hosted NVIDIA API or local Docker NIM. Covers endpoint choice, auth, request payloads, output artifacts, confidence scores, and local container setup.
Interactively explore HOW to approach an intent (a PRD, epic, brief, or free-form idea) and decide the high-level architecture — the approach, stack, libraries, data shape, and risks the intent left open. A working session with a CTO/staff-engineer advisor that asks questions, proposes 2–3 options with trade-offs, recommends a direction with reasoning, and flags what to de-risk with a spike. Produces a high-level architecture decision doc — a separate page linked to the epic in your tracker (Confluence/Jira), or folded into the PRD/epic, or a standalone doc — NOT a task-by-task implementation plan (that comes later, per ticket, with piv-plan-implementation).
This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md files", "plugin state files", "read YAML frontmatter", "per-project plugin settings", or wants to make plugin behavior configurable. Documents the .claude/plugin-name.local.md pattern for storing plugin-specific configuration with YAML frontmatter and markdown content.
Every Open-Meteo endpoint family in one CLI — forecast, archive, marine, air quality, flood, climate, ensemble, seasonal, geocoding, elevation. Trigger phrases: `what's the weather in`, `forecast for`, `is it going to rain`, `marine forecast`, `air quality in`, `historical weather`, `climate normal`, `use open-meteo`, `run open-meteo`.
Use when you want guided trade-off analysis, multi-option comparison, or structured product decision facilitation before documenting. Class boots only suggest capture — they never write drafts; running this skill writes the lightweight PDR draft.
Compose new Rails backend pages and refactor existing Rails UI to use premium blocks from templates/application-ui. Use when requests mention ERB views, Rails partials, admin/dashboard screens, Tailwind UI assembly, or replacing custom markup with existing premium blocks while preserving behavior, accessibility, and Turbo/Stimulus hooks.
Evidence-based muscle hypertrophy guidance from Science and Development of Muscle Hypertrophy (2nd ed). Activate when users ask about muscle growth mechanisms, training variables for hypertrophy, rep ranges, volume, frequency, exercise selection, or program design for muscle building.
Extract structured data (all available fields with values) from a page saved locally as an HTML file, optionally following a schema. Do not invoke when the user provides a URL. When invoking, pass the user's full request verbatim as args — do not pre-parse file paths and don't rephrase it.
Analyze debt covenants and credit agreement terms from SEC filings using Octagon MCP. Use when researching financial covenants, leverage ratios, interest coverage requirements, credit facilities, debt maturity schedules, and covenant compliance from 10-K, 10-Q, and 8-K filings.
SEC EDGAR filing analysis using EdgarTools. Use when user asks about SEC filings, company financials, 10-K/10-Q analysis, insider trading, revenue trends, or financial comparisons. Triggers include "SEC filing", "10-K", "10-Q", "8-K", "EDGAR", "company financials", "revenue", "earnings", "insider trading", "financial statements". Do NOT use for real-time stock prices or market data (use market-data skill instead).
Analyze footnotes and accounting policies from SEC filings using Octagon MCP. Use when researching revenue recognition policies, critical estimates, lease obligations, pension assumptions, stock compensation, contingencies, and new accounting pronouncements.
Generates prompts for product 360° turntables, multi-angle showcases, and product reveal videos for Seedance 2.0 (Higgsfield). Use when users want product rotation videos, turntable showcases, product reveals, 360-degree views, multi-angle product showcases, product beauty shots, hero product videos, or unboxing reveals. Triggers: product 360, turntable, product rotation, multi-angle, product reveal, product showcase, hero shot, beauty shot, unboxing, or any request to show a physical product from multiple angles. Even requests like “show my product from all sides” or “make a product video”.
Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. Use when: shopify app, shopify, embedded app, polaris, app bridge.
Use when the user wants to upload or schedule a TikTok video through Publora, with privacy, comment, duet, stitch and commercial-disclosure settings. Video runs 3 seconds to 10 minutes at 23+ FPS; carousels take up to 35 images. Unaudited apps can publish private videos only. Not for Reels (use instagram-post).
Use when a rebase is needed due to a change to the base branch or a conflict in a specific PR. Also accepts handoffs from active `tk-pr-sweep` or `tk-pr-respond` with the exact PR/base/head and approved rebase scope. Do not apply automatically to general branch work or review responses without verified rebase justification
Build tools that agents can use effectively, including architectural reduction patterns. Use when creating new tools for agent systems, debugging tool-related failures or misuse, or optimizing existing tool sets for better agent performance.
Provides comprehensive guidance for Vue Router v4 including route configuration, navigation, nested routes, route guards, and Vue 3 integration. Use when the user asks about Vue Router v4, needs to set up routing for Vue 3 applications, implement navigation guards, or work with Vue Router v4 features.
Use when writing or formatting an ADR document using the MADR template, applying Definition of Done (E.C.A.D.R.) criteria, or verifying ADR completeness. Triggers on “write the ADR”, “format as MADR”, “check ADR quality”, or “mark gaps in ADR”. Also triggers when a decision has been extracted and needs to become a document. Does not extract decisions from conversations (use adr-decision-extraction) or orchestrate the full extract-confirm-write workflow (use write-adr)
Build multi-step AI content creation pipelines combining image, video, audio, and text. Workflow examples: generate image -> animate -> add voiceover -> merge with music. Tools: FLUX, Veo, Kokoro TTS, OmniHuman, media merger, upscaling. Use for: YouTube videos, social media content, marketing materials, automated content. Triggers: content pipeline, ai workflow, content creation, multi-step ai, content automation, ai video workflow, generate and edit, ai content factory, automated content creation, ai production pipeline, media pipeline, content at scale
Use this skill when the user asks to “call the Buildkite API,” “use the REST API,” “write a GraphQL query,” “set up webhooks,” “automate Buildkite,” “integrate with Buildkite programmatically,” “write a script that calls Buildkite,” “handle webhook events,” “paginate API results,” or “authenticate with the Buildkite API.” Also use it when the user mentions api.buildkite.com, graphql.buildkite.com, Buildkite REST endpoints, GraphQL mutations, webhook payloads, API tokens, or asks about programmatic access to Buildkite data.
Identifies anti-patterns specific to amplihack philosophy. Use when reviewing code for quality issues or refactoring. Detects: over-abstraction, complex inheritance, large functions (>50 lines), tight coupling, missing __all__ exports. Provides specific fixes and explanations for each smell.
Use when context is growing large (50k+ tokens), performance is degrading, instructions are being ignored mid-conversation, or planning multi-agent workflows. Triggers on "lost context", forgotten instructions, or sessions exceeding 30 minutes.
Produce a creative brief grounded in live reference sites and deliberately distinct from existing demos, for any new brand build. Composes with brand-archetype-system and creative-direction. Use this skill at the start of any brand or microsite build when the result needs to land in a specific aesthetic position and not drift into a default house style. Triggers on creative brief, design brief, build brief, brand direction, where should this brand sit, what should this site look like, reference sites for, archetype for, distinct from our other brands, divergence from prior, not the same as. Also triggers when prior builds have come out as siblings and a systematic divergence approach is needed.
Manage dependencies and supply chain security to prevent vulnerable or malicious packages. Use this skill when you need to audit dependencies, update packages, check for vulnerabilities, understand supply chain attacks, or maintain dependency security. Triggers include "dependencies", "npm audit", "supply chain", "package security", "vulnerability", "npm update", "security audit", "outdated packages".
Compares two face images 1:1 using Didit's standalone Face Match API (POST /v3/face-match/). Use to check whether a selfie matches an ID document portrait or previously enrolled photo, verify that two photos show the same person, or add selfie-to-document biometric comparison. Returns a 0–100 similarity score and an Approved/Declined status against a configurable decline threshold (default 30), with optional image rotation. Does not enroll faces or run blocklist or duplicate checks.
Assesses whether an individual stock in a decline or pullback is worth buying, and provides observation zones, conditions for a trial entry, staged buying pace, and criteria for walking away. Suitable for trend pullbacks, post-event declines, buying dips in a range, and cautious early-entry attempts.
Expert blueprint for romance games and dating sims (Tokimeki Memorial, Monster Prom, Persona social links), focusing on affection systems, multi-stat relationships, dated events, and route branching. Use when building relationship-centric games, social simulations, or otome games. Keywords: romance, dating sim, affection system, relationship stats, date events, character routes, love interest.
Apply a Classic Easter seasonal overlay: pastel Theme/StyleBox injection, confetti/shimmer VFX, elastic juice, mesh surface_override painting, cursor/audio swaps, and a date-window activation gate with player opt-out. Use when shipping holiday skins, April events, or egg-hunt juice without mutating shared .mesh/.tres assets. Keywords: pastel, seasonal Theme, StyleBox, confetti, Easter egg, surface_override, TRANS_ELASTIC, Disable Seasonal Themes, activation gate.
Author a working Claude Code hook from a plain-English description of what it should guarantee or do. Describe the behavior (“never let the agent edit my migrations,” “don't stop until the tests pass,” “log every command”); this skill picks the right lifecycle event, writes the hook script, and wires it into .claude/settings.json. Use when you want a deterministic guarantee or automation in your AI Layer and don't want to write the hook by hand. The meta-tool for the hooks primitive.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.