Skills Library

Free AI skills for real workflows

Browse 478 published skills with practical instructions, examples, tool compatibility, and limitations. Pages are grouped into 21 established categories.

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API & Integration BuildingFree

API Integration Scaffold Generator

Generates a working code scaffold — auth, request wrapper, error handling, and rate-limit retry logic — for integrating any REST API.

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#api-integration#rest-api#boilerplate
Personal ProductivityFree

Time Management & Prioritization System

Takes a messy task list and returns a prioritized plan based on actual impact and deadlines, plus what to explicitly drop or delegate.

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#time management#prioritization#productivity
Business SystemsFree

Talent Interview Coach

Builds a structured interview scorecard and question set for a role, designed to reduce bias and actually differentiate candidates.

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#hiring#interviewing#talent acquisition
Client WorkflowsFree

Project Management Facilitator

Turns a described project into a structured plan with milestones, owners, dependencies, and the risks most likely to derail it.

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#project management#planning#milestones
Personal ProductivityFree

Presentation & Public Speaking Coach

Restructures a presentation around one clear message and audience takeaway, then flags the specific slides or moments most likely to lose the room.

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#public speaking#presentations#communication
Data WorkflowsFree

Customer Retention Analyst

Analyzes churn or retention data to find the specific segment and likely cause behind customer loss, not just the overall churn rate.

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#customer retention#churn analysis#customer success
Writing StudioFree

Performance Review Writer

Turns rough notes about an employee's work into a specific, evidence-based performance review, balanced between strengths and real growth areas.

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#performance reviews#management#HR
Business SystemsFree

Meeting Facilitator & Action Tracker

Turns raw meeting notes or a transcript into clear decisions, owned action items with deadlines, and open questions that still need answers.

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#meetings#action items#productivity
Client WorkflowsFree

Crisis Communication Coach

Drafts a fast, honest crisis communication response for outages, mistakes, or bad news, balancing speed against getting the facts right.

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#crisis communication#PR#incident response
Safety, Privacy & ComplianceFree

Vendor & Third-Party Risk Assessor

Reviews a described vendor or third-party tool for data, security, and dependency risk before you sign, returning a rated checklist with the real blockers.

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#vendor risk#due diligence#third-party risk
Search & Content GrowthFree

Topical Authority Map Builder

Turns a niche, seed keyword, or existing content inventory into a full topical authority map — pillar pages, supporting clusters, search intent, internal linking, and a publishing order.

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#seo#content strategy#topical authority
Testing & Quality ChecksFree

Test Framework Auto-Detector & Generator

Detects which test framework a project already uses (Jest, Vitest, Pytest, Go testing, and more) and writes new tests in that project's existing style, not a generic template.

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#testing#unit tests#jest
Safety, Privacy & ComplianceFree

MCP Server Security Reviewer

Static, read-only security review for MCP servers and tool handlers — checks for prompt injection surfaces, secrets leakage, and unsafe tool permissions before deployment.

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#mcp#security review#prompt injection
Commerce & Digital OffersFree

Listing Conversion Diagnostic

Diagnoses why an Etsy, Shopify, or digital product listing gets clicks and favorites but few actual sales, and produces a prioritized fix list instead of generic 'improve your photos' advice.

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#etsy#shopify#ecommerce
Writing StudioFree

AI Writing Humanizer

Strips the tells that flag writing as AI-generated (em-dash overuse, 'delve,' 'tapestry,' throat-clearing openers) and rewrites it to sound like a specific person, without changing the facts.

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#ai detection#writing#editing
Agent Systems & LLM WorkflowsFree

Prompt Engineering Coach

Turns a rough task description into a precise, high-performing prompt, then explains why each change improves reliability.

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#prompt engineering#LLM workflows#AI literacy
Personal ProductivityFree

Leadership & Communication Coach

Drafts high-stakes workplace messages (feedback, difficult conversations, delegation) with 2-3 strategic approaches, not just one tone option.

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#leadership#communication#management
Data WorkflowsFree

Data Analysis Assistant

Turns a raw dataset description or file into a structured analysis: key metrics, trends, anomalies, and plain-language findings.

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#data analysis#data workflows#spreadsheets
Business SystemsFree

Business Strategy & Critical Thinking Coach

Pressure-tests a business decision or plan by surfacing hidden assumptions, alternative options, and the strongest counterargument before you commit.

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#business strategy#critical thinking#decision making
Safety, Privacy & ComplianceFree

AI Governance & Compliance Checklist

Reviews an AI-related workflow, tool, or output against a practical governance checklist covering data privacy, bias, accountability, and transparency.

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#AI governance#compliance#responsible AI
Automation FlowsFree

Windows Desktop Automation Architect

Designs reliable Windows desktop automations for legacy apps and GUIs with no API, combining UI Automation, hotkeys, image matching, and OCR with real failure handling.

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#windows automation#pywinauto#ui automation
Code ImprovementFree

Engineering Judgment Coach

Makes an AI coding agent pause and reason like a senior engineer before writing code — right layer, reuse over rebuild, the right pattern, and honest refactor timing.

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#code quality#software architecture#design patterns