New vertical

Skills for agent workflows.

Aidrift now mirrors Anthropic skills into a dedicated catalog so agents, builders, and operators can browse reusable instructions, inspect source metadata, and jump into related tools, MCP servers, and news.

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11

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claude

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#claude10#code10#development10#ui10#design9#data6
Skills module

Agent skills, installation notes, and related Aidrift graph

Each skill is parsed from the upstream repository and positioned as a reusable agent workflow object inside Aidrift.

Skills become more useful when they connect to execution surfaces. Use the MCP directory when you need runtime capabilities, the AI tools catalog when you need a ready-made product, and the AI news feed when you want to track new launches and ecosystem shifts.

academy-guide

Skill
When a user asks a question about Claude, a Claude product, or a general "how do I use AI for X" question, check the Academy catalog (see "The catalog" below) for a strong match. If one exists, mention it naturally at the end of your normal answer.

skills/academy-guide

>

Use cases

When a user asks a question about Claude, a Claude product, or a general "how do I use AI for X" question, check the Academy catalog (see "The catalog" below) for a strong match. If one exists, mention it naturally at the end of your normal answer.
- **Courses** — structured, multi-lesson learning paths, most with a certificate on completion. - **Tutorials** — short practical guides to a single feature or workflow. - **Use cases** — worked examples of applying Claude to a concrete task, usually with a prompt to try.
#code#development#data#analysis+4
Updated 29 days ago
Open

algorithmic-art

Skill
First, undertake this task:

skills/algorithmic-art

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.

Use cases

First, undertake this task:
### THE CRITICAL UNDERSTANDING - What is received: Some subtle input or instructions by the user to take into account, but use as a foundation; it should not constrain creative freedom. - What is created: An algorithmic philosophy/generative aesthetic movement. - What happens next: The same version receives the philosophy and EXPRESSES IT IN CODE - creating p5.js sketches that are 90% algorithmic generation, 10% essential parameters.
#design#ui#code#development+4
Updated 10 months ago
Open

canvas-design

Skill
First, undertake this task:

skills/canvas-design

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

Use cases

First, undertake this task:
### THE CRITICAL UNDERSTANDING - What is received: Some subtle input or instructions by the user that should be taken into account, but used as a foundation; it should not constrain creative freedom. - What is created: A design philosophy/aesthetic movement. - What happens next: Then, the same version receives the philosophy and EXPRESSES IT VISUALLY - creating artifacts that are 90% visual design, 10% essential text.
#pdf#documents#design#ui+4
Updated 10 months ago
Open

discernment-nudge

Skill
People often take an AI answer at face value, especially when it's confidently written and well-structured. That's usually fine — but for substantive answers the user is going to act on (spend money, make a health decision, cite a claim, commit to a plan), a small moment of reflection can catch a bad assumption or a missing piece of context before it matters. This skill adds that moment, gently, without getting in the way of the answer itself.

skills/discernment-nudge

>

Use cases

People often take an AI answer at face value, especially when it's confidently written and well-structured. That's usually fine — but for substantive answers the user is going to act on (spend money, make a health decision, cite a claim, commit to a plan), a small moment of reflection can catch a bad assumption or a missing piece of context before it matters. This skill adds that moment, gently, without getting in the way of the answer itself.
- **Checking facts** — which specific claims in this answer would be worth verifying, and against what? - **Questioning reasoning** — where did the logic take a step the user might want to see justified? - **Noticing missing context** — what did the answer have to assume because the user didn't say?
#email#communications#code#development+4
Updated 30 days ago
Open

doc-coauthoring

Skill
# Doc Co-Authoring Workflow

skills/doc-coauthoring

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

Use cases

# Doc Co-Authoring Workflow
This skill provides a structured workflow for guiding users through collaborative document creation. Act as an active guide, walking users through three stages: Context Gathering, Refinement & Structure, and Reader Testing.
#mcp#documents#design#ui+4
Updated 10 months ago
Open

frontend-design

Skill
If the brief does not identify what the product or subject matter is, identify it yourself before designing, and confirm with the client. You can come up with one concrete subject, the design's audience, and the design's primary job, as a proposal. If there's any information in your memory about the client's preferences or context about what they're building, use that as a hint. The subject's industry, subject matter, materials, and vernacular are where distinctive visual choices come from — a design for a toy for girls aged 8–11 will be very aesthetically different from a dashboard for financial analysts. Build with the brief's real content and subject matter throughout.

skills/frontend-design

Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.

Use cases

If the brief does not identify what the product or subject matter is, identify it yourself before designing, and confirm with the client. You can come up with one concrete subject, the design's audience, and the design's primary job, as a proposal. If there's any information in your memory about the client's preferences or context about what they're building, use that as a hint. The subject's industry, subject matter, materials, and vernacular are where distinctive visual choices come from — a design for a toy for girls aged 8–11 will be very aesthetically different from a dashboard for financial analysts. Build with the brief's real content and subject matter throughout.
For web designs, the hero is the first thing viewers will see. Open with the most characteristic thing in the subject's world, in the form that is most appropriate: a headline, an image, an animation, a live demo, an interactive moment, or other treatments. Be deliberate with your choice: a big number with a small label, supporting stats, and a gradient accent is the default treatment, so only use it if that's truly the best option.
#frontend#ui#design#branding+4
Updated 13 days ago
Open

mcp-builder

Skill
Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks.

skills/mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Use cases

Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks.
## 🚀 High-Level Workflow
#mcp#design#ui#api+4
Updated 10 months ago
Open

pdf

Skill
**IMPORTANT**: Never use Unicode subscript/superscript characters (₀₁₂₃₄₅₆₇₈₉, ⁰¹²³⁴⁵⁶⁷⁸⁹) in ReportLab PDFs. The built-in fonts do not include these glyphs, causing them to render as solid black boxes.

skills/pdf

Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.

Use cases

**IMPORTANT**: Never use Unicode subscript/superscript characters (₀₁₂₃₄₅₆₇₈₉, ⁰¹²³⁴⁵⁶⁷⁸⁹) in ReportLab PDFs. The built-in fonts do not include these glyphs, causing them to render as solid black boxes.
Instead, use ReportLab's XML markup tags in Paragraph objects: ```python from reportlab.platypus import Paragraph from reportlab.lib.styles import getSampleStyleSheet
#pdf#documents#code#development+4
Updated 7 months ago
Open

skill-creator

Skill
- Decide what you want the skill to do and roughly how it should do it - Write a draft of the skill - Create a few test prompts and run claude-with-access-to-the-skill on them - Help the user evaluate the results both qualitatively and quantitatively - While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you can either use as is or modify if you feel something needs to change about them). Then explain them to the user (or if they already existed, explain the ones that already exist) - Use the `eval-viewer/generate_review.py` script to show the user the results for them to look at, and also let them look at the quantitative metrics - Rewrite the skill based on feedback from the user's evaluation of the results (and also if there are any glaring flaws that become apparent from the quantitative benchmarks) - Repeat until you're satisfied - Expand the test set and try again at larger scale

skills/skill-creator

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Use cases

- Decide what you want the skill to do and roughly how it should do it - Write a draft of the skill - Create a few test prompts and run claude-with-access-to-the-skill on them - Help the user evaluate the results both qualitatively and quantitatively - While the runs happen in the background, draft some quantitative evals if there aren't any (if there are some, you can either use as is or modify if you feel something needs to change about them). Then explain them to the user (or if they already existed, explain the ones that already exist) - Use the `eval-viewer/generate_review.py` script to show the user the results for them to look at, and also let them look at the quantitative metrics - Rewrite the skill based on feedback from the user's evaluation of the results (and also if there are any glaring flaws that become apparent from the quantitative benchmarks) - Repeat until you're satisfied - Expand the test set and try again at larger scale
Your job when using this skill is to figure out where the user is in this process and then jump in and help them progress through these stages. So for instance, maybe they're like "I want to make a skill for X". You can help narrow down what they mean, write a draft, write the test cases, figure out how they want to evaluate, run all the prompts, and repeat.
#pdf#documents#design#ui+4
Updated 6 months ago
Open

theme-factory

Skill
To apply consistent, professional styling to presentation slide decks, use this skill. Each theme includes: - A cohesive color palette with hex codes - Complementary font pairings for headers and body text - A distinct visual identity suitable for different contexts and audiences

skills/theme-factory

Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.

Use cases

To apply consistent, professional styling to presentation slide decks, use this skill. Each theme includes: - A cohesive color palette with hex codes - Complementary font pairings for headers and body text - A distinct visual identity suitable for different contexts and audiences
1. **Show the theme showcase**: Display the `theme-showcase.pdf` file to allow users to see all available themes visually. Do not make any modifications to it; simply show the file for viewing. 2. **Ask for their choice**: Ask which theme to apply to the deck 3. **Wait for selection**: Get explicit confirmation about the chosen theme 4. **Apply the theme**: Once a theme has been chosen, apply the selected theme's colors and fonts to the deck/artifact
#pdf#documents#theme#factory+4
Updated 10 months ago
Open

web-artifacts-builder

Skill
To build powerful frontend claude.ai artifacts, follow these steps: 1. Initialize the frontend repo using `scripts/init-artifact.sh` 2. Develop your artifact by editing the generated code 3. Bundle all code into a single HTML file using `scripts/bundle-artifact.sh` 4. Display artifact to user 5. (Optional) Test the artifact

skills/web-artifacts-builder

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

Use cases

To build powerful frontend claude.ai artifacts, follow these steps: 1. Initialize the frontend repo using `scripts/init-artifact.sh` 2. Develop your artifact by editing the generated code 3. Bundle all code into a single HTML file using `scripts/bundle-artifact.sh` 4. Display artifact to user 5. (Optional) Test the artifact
To build the artifact, edit the generated files. See **Common Development Tasks** below for guidance.
#frontend#ui#design#code+4
Updated 10 months ago
Open