Use Cases
AI Tools for Engineers & Developers
Automate changelogs, documentation, code review, CI/CD, and development workflows.
366 playbooks across 4 categories
Developer Tools(183)
View all 183 →Accessibility Engineering for Components
Build accessible UI components at the code level, not just the audit level — 14 concrete engineering principles (focus-visible over bare :focus, roving tabindex for composite widgets, inert-based modal focus trapping, WCAG 2.5.8 hit-area minimums), a common-mistakes table with fixes, and a severity-rated review format ending in a hard Block/Needs-changes/Approve verdict.
Adversary Emulation: MuddyWater
An intelligence-grounded, authorized purple-team emulation profile for MuddyWater (MITRE ATT&CK G0069), Iran's MOIS-linked cyber-espionage group — attribution, targeting, representative TTPs by ATT&CK tactic, emulation guidance mapped to generic red-team tooling, and paired detection/defense recommendations for every offensive technique, all under an explicit authorized-use caveat.
Adversary Emulation: Turla
An intelligence-grounded, authorized purple-team emulation profile for Turla (MITRE ATT&CK G0010), Russia's FSB-linked espionage group — attribution, distinctive TTPs (satellite C2 hijacking, steganographic email backdoors, parasitizing rival APT infrastructure), emulation guidance mapped to generic red-team tooling, and paired detection recommendations, under an explicit authorized-use and lab-only caveat for rootkit techniques.
AI Agent Red Team Methodology
A first-principles methodology for authorized red-team exercises against AI products, agents, MCP servers, skills, and repositories — capability and trust-boundary modeling, AI-specific attack hypothesis families (prompt injection, tool misuse, data leakage, SSRF), harmless-proof testing with canaries, one-variable-at-a-time adaptive iteration, and business-language evidence-based reporting.
Contribution PR Review
Review an external contributor's PR the way an open-source maintainer should — check automated bot security findings first (across every channel they might post to), watch specifically for suspicious AGENTS.md or workflow-permission changes, scale size and test-coverage expectations by contributor experience, and separate intent/scope alignment from code quality that bots already covered.
Agent DX CLI Scale
A 7-axis, 0-21 scoring scale for evaluating how well a CLI is designed for AI agents rather than humans — machine-readable output, raw payload input, schema introspection, context-window discipline, input hardening, safety rails, and agent knowledge packaging.
Agent Design Philosophy
A mental model for designing AI agents in any domain — the model already knows how to be an agent, so design is about capabilities, knowledge, and context, added only as far as a Progressive Complexity ladder (basic → planning → subagents → skills) that real usage actually demands.
Agent Prompt Architect
A compact seven-field skeleton (Role, Goal, Inputs, Constraints, Process, Output, Verification, Fallback) and a fast refinement loop for turning vague intent into a prompt an agent can execute reliably every time.
Agent SDK App Builder
Scaffold new Claude Agent SDK applications in TypeScript or Python, and verify existing ones against official SDK patterns before you ship.
Brandkit Generator: Premium Identity Board Creator
An image-direction rule set that produces a complete brand-guidelines board in one image: logo concept, color system, typography, and applications, grounded in brand strategy instead of random logo generation
Brutalist UI Skill: Industrial & Tactical Interface Design
A design language that forces Claude to build raw, mechanical interfaces — Swiss industrial print or CRT terminal telemetry, with rigid grids and zero rounded corners
Programmatic Screen Capture
Capture screenshots programmatically on macOS — find window IDs, control application windows via AppleScript, and capture specific windows for documentation and visual workflows.
Project Management(23)
View all 23 →Agile Product Owner
Generate user stories with acceptance criteria, plan sprints, groom backlogs, track velocity, and prepare stakeholder demos using agile best practices.
Asana Project Automation
Automate Asana project management workflows, task tracking, team collaboration, and reporting
ClickUp Automation
Automate ClickUp workspace management, task workflows, time tracking, and team productivity
Jira Automation Workflows
Automate Jira project management workflows, sprint planning, issue tracking, and reporting
Linear Project Automation
Automate Linear issue tracking, cycle planning, roadmap management, and engineering workflows
Monday.com Automation
Automate Monday.com workflows, board management, team collaboration, and cross-board integrations
Wayfinder: Decision-Ticket Planning for Oversized Efforts
Plan work too big for one agent session as a shared map of decision tickets — questions to resolve, not slices of a build to execute — and work through them one at a time until the way to the destination is clear.
Project Status Artifact
Generate and publish an opinionated, tabbed project status page for work too big for one update — success criteria, a workstream sequence, next steps, risks — then refresh it in place on the same URL, reporting only what changed instead of re-narrating the whole project.
Spec-Driven Project Manager (CCPM)
A complete PRD-to-shipped-code workflow: write PRDs, parse them into technical epics, decompose into GitHub issues, launch parallel agents via git worktrees, and track it all with deterministic status scripts.
Trello Board Automation
Automate Trello board management, card workflows, power-ups, and team collaboration
Product Roadmap Communication
Transform product roadmaps into audience-specific communications for executives, customers, sales teams, and engineering.
Project Charter & Kickoff Documentation
Create project charters with scope definition, stakeholder analysis, risk assessment, and kickoff materials for new initiatives.
Productivity(83)
View all 83 →I Have ADHD Skill for Claude: ADHD-Shaped Output
The i-have-adhd Claude skill (ayghri/i-have-adhd on GitHub): shape every response for an ADHD reader — lead with the next action, number bounded steps, restate state every turn, suppress tangents, give concrete time estimates, and make wins visible — grounded in five specific facts about how ADHD changes reading, not just 'be brief.'
Add Integration
Add MCP server integrations.
Connect
Set up an MCP connector.
Context Engine
Load brand context for marketing tasks.
Activity Digest Generator
Generate daily or weekly activity digests across all connected platforms
Calendar & Scheduling Automation
Google Calendar and Outlook automation - scheduling optimization, meeting workflows, time blocking, and Slack/Sheets integration
AI Life Automation Audit
Conduct a comprehensive life audit across 9 domains — career, side hustles, finances, health, relationships, and more — then get a prioritized automation map with step-by-step implementation guides.
Connect Apps
Enable Claude to integrate with 1,000+ external applications to perform real actions like sending emails, creating issues, and posting messages.
Be Ambitious: Make Any Prompt Deeper, Not Bigger
Rewrites your prompt the way a top professional in the field would ask it: raw sources, named methods, and an outside check that the result is right
Autopilot Status
Check campaign autopilot status.
Airtable Automation
Airtable database automation - views, automations, integrations, and workflow triggers
Apple Shortcuts Builder
Create and trigger Apple Shortcuts for iOS/macOS automation and cross-platform workflows
Data & Reporting(77)
View all 77 →Agency Dashboard
Portfolio-level client overview.
Competitor Monitor
Set up ongoing competitor monitoring.
Analytics Insights
Analyze marketing performance.
Anomaly Scan
Detect marketing anomalies.
Client Report
Generate client-facing reports.
Chart & Data Visualization Designer
Design effective data visualizations and charts. Generate chart configurations for ECharts, Chart.js, and other libraries. Create dashboards and reports.
Data Visualization Creator
Create publication-quality data visualizations with matplotlib, plotly, or Chart.js
Dataset Explorer
Profile datasets to understand shape, quality, distributions, and key patterns
Eval Config
Configure content eval settings.
Eval Suite
Batch evaluate multiple content pieces.
Data Analysis Validator
QA-review data analysis for methodology, accuracy, and presentation before sharing
Data Context Extractor
Extract company-specific data knowledge and generate tailored analysis templates
Explore Other Roles
AI Tools for Researchers & Scientists
Accelerate literature review, data analysis, manuscript writing, and lab workflows.
Claude for Executives & Directors
Strategic analysis, competitive intelligence, board presentations, and decision support.
AI Tools for Startup Founders
Launch faster with marketing, market research, legal, hiring, and sales playbooks.
Claude for Teachers, Students & Educators
Study smarter with research assistance, note organization, and learning workflows.
AI Tools for Operations Managers
Streamline SOPs, compliance audits, vendor evaluation, and process documentation.
AI Tools for Marketers
Generate ad copy, manage campaigns, analyze competitors, and scale content production.