26 Workflows background
    The Complete AI Automation Playbook

    26 Claude Agent SkillsFor Business Automation

    A comprehensive guide to building AI-powered workflows across Sales, Marketing, Operations, Finance, Legal, and Product & Engineering.

    Transform Claude into specialized agents for any business function.

    Each skill includes complete system instructions, example prompts, and best practices

    Copy, paste, and start automating immediately

    Free Weekly Workshop

    Want to Master AI Agent Skills?

    Join our live workshop and learn how to build, customize, and deploy these skills in Claude Code. No coding required.

    The Building Blocks

    What is a Claude Agent Skill?

    A skill is a reusable prompt configuration that transforms Claude into a specialized agent for a specific task. Each skill consists of:

    System Instructions

    The role and rules Claude follows for this specific task

    Input Templates

    Structured data Claude expects to receive

    Output Format

    How results are structured and delivered

    Context Files

    Reference documents Claude uses for context

    Recommended File Structure

    ~/.claude/skills/
    ├── sales/
    │   ├── deal-qualification.md
    │   ├── proposal-customization.md
    │   ├── battle-cards.md
    │   ├── account-research.md
    │   └── win-loss-analysis.md
    ├── marketing/
    │   ├── campaign-diagnostics.md
    │   ├── content-repurposing.md
    │   ├── brand-voice.md
    │   ├── competitive-positioning.md
    │   └── event-followup.md
    ├── operations/
    │   ├── sop-documentation.md
    │   ├── vendor-evaluation.md
    │   ├── meeting-summary.md
    │   └── change-management.md
    ├── finance/
    │   ├── variance-analysis.md
    │   ├── expense-review.md
    │   ├── modeling-assumptions.md
    │   └── audit-prep.md
    ├── legal/
    │   ├── contract-redline.md
    │   ├── compliance-check.md
    │   ├── nda-summary.md
    │   └── risk-assessment.md
    └── product/
        ├── feedback-synthesis.md
        ├── tech-docs.md
        ├── retro-analysis.md
        └── release-notes.md
    Sales Skills (1-5)
    1

    Deal Qualification Scoring

    Analyze discovery call transcripts against your ICP criteria and output a qualification score with reasoning.

    Required Inputs

    • ICP criteria document (firmographics, technographics, buying signals)
    • Discovery call transcript or notes
    • Scoring rubric (what earns points, what deducts)
    2

    Proposal Customization

    Generate tailored proposals by matching prospect needs to relevant case studies and applying pricing logic.

    Required Inputs

    • Case study library (indexed by industry, use case, company size)
    • Pricing calculator rules
    • Prospect discovery notes
    • Proposal template
    3

    Competitive Battle Cards

    Maintain living competitive intelligence documents and generate contextual objection responses.

    Required Inputs

    • Competitor profiles (features, pricing, positioning)
    • Win/loss data against each competitor
    • Product comparison matrix
    • Objection response library
    4

    Account Research Briefs

    Compile pre-call intelligence from multiple sources into an actionable briefing document.

    Required Inputs

    • Company name and key contacts
    • News API access or saved articles
    • 10-K/financial filing summaries
    • LinkedIn activity (if available)
    • Previous interaction history from CRM
    5

    Win/Loss Analysis

    Process CRM notes and call recordings to identify patterns in why deals are won or lost.

    Required Inputs

    • CRM export of closed deals (won and lost)
    • Call recordings or transcripts
    • Deal metadata (size, sales cycle, competitor, rep)
    • Exit survey responses (if available)
    Marketing Skills (6-10)
    6

    Campaign Performance Diagnostics

    Analyze marketing metrics to identify root causes of underperformance and recommend optimizations.

    Required Inputs

    • Campaign metrics (impressions, clicks, conversions, spend)
    • Historical benchmarks
    • Audience and targeting parameters
    • Creative assets used
    • Landing page analytics
    7

    Content Repurposing Engine

    Transform long-form content into multiple formats optimized for different channels.

    Required Inputs

    • Source content (webinar transcript, blog post, whitepaper)
    • Target channels and their requirements
    • Brand voice guidelines
    • Content calendar constraints
    8

    Brand Voice Enforcement

    Audit content against brand guidelines before publication to ensure consistency.

    Required Inputs

    • Brand voice guidelines
    • Terminology do's and don'ts
    • Tone descriptors with examples
    • Style guide (formatting, punctuation)
    • Draft content to review
    9

    Competitive Positioning Analysis

    Track competitor movements and identify positioning whitespace opportunities.

    Required Inputs

    • Competitor website/messaging archives
    • Recent competitor announcements
    • Market research reports
    • Customer feedback on competitors
    • Your current positioning
    10

    Event Follow-Up Sequences

    Generate personalized post-event outreach based on interaction context.

    Required Inputs

    • Event attendee list with interaction notes
    • Sessions attended (if tracked)
    • Booth conversation summaries
    • Lead scoring criteria
    • Follow-up templates by segment
    Operations Skills (11-14)
    11

    SOP Documentation

    Transform process walkthroughs into formatted, version-controlled playbooks.

    Required Inputs

    • Process recording or step-by-step narration
    • Screenshots or system references
    • Exception handling requirements
    • Roles and permissions involved
    12

    Vendor Evaluation Matrices

    Score vendor/RFP responses consistently against predefined criteria.

    Required Inputs

    • Evaluation criteria with weights
    • RFP responses from vendors
    • Technical requirements
    • Business requirements
    • Reference check notes
    13

    Meeting Summarization

    Transform meeting recordings into structured action items with owners and deadlines.

    Required Inputs

    • Meeting recording transcript
    • Attendee list with roles
    • Meeting agenda (if available)
    • Previous meeting notes (for context)
    14

    Change Management Communications

    Generate stakeholder-appropriate messaging for organizational changes.

    Required Inputs

    • Change description and rationale
    • Stakeholder groups affected
    • Timeline and milestones
    • FAQ from leadership
    • Talking points for managers
    Finance Skills (15-18)
    15

    Variance Analysis Narratives

    Transform financial variances into board-ready explanations with business context.

    Required Inputs

    • Budget vs. actuals data
    • Prior period comparisons
    • Business context (initiatives, market changes)
    • Materiality thresholds
    • Board presentation template
    16

    Expense Policy Review

    Audit expense submissions against company policy and flag exceptions with reasoning.

    Required Inputs

    • Expense report data
    • Company expense policy
    • Approval matrix
    • Historical exception patterns
    • Employee context (role, project)
    17

    Financial Modeling Assumptions

    Document, validate, and stress-test the assumptions underlying financial projections.

    Required Inputs

    • Financial model or projections
    • Historical data for benchmarking
    • Industry comparables
    • Market research
    • Strategic plan inputs
    18

    Audit Preparation

    Compile supporting documentation for audit requests from general ledger and policy documents.

    Required Inputs

    • Auditor's PBC (Prepared by Client) list
    • General ledger export
    • Policy documents
    • Contract repository
    • Prior year workpapers
    Legal Skills (19-22)
    19

    Contract Redlining

    Compare incoming contracts against your playbook and suggest markup with fallback positions.

    Required Inputs

    • Incoming contract
    • Contract playbook (standard positions)
    • Fallback position matrix
    • Approved exceptions
    • Risk tolerance by term
    20

    Policy Compliance Checks

    Review documents against regulatory requirements and cite specific provisions.

    Required Inputs

    • Document to review
    • Applicable regulations/policies
    • Compliance checklist
    • Prior findings (if any)
    • Regulatory guidance documents
    21

    NDA/MSA Summarization

    Extract key terms from agreements into a standardized tracker format.

    Required Inputs

    • Contract document (NDA, MSA, etc.)
    • Term extraction template
    • Obligation tracking fields
    • Alert thresholds (expiration, renewal)
    22

    Risk Assessment Memos

    Generate structured risk analysis for business decisions requiring legal review.

    Required Inputs

    • Proposed action/decision
    • Relevant legal framework
    • Business context and objectives
    • Risk tolerance parameters
    • Prior precedents (if any)
    Product & Engineering Skills (23-26)
    23

    User Feedback Synthesis

    Process support tickets and reviews into prioritized feature themes.

    Required Inputs

    • Support ticket export
    • App store reviews
    • NPS/survey responses
    • Feature request log
    • Product roadmap (for context)
    24

    Technical Documentation

    Transform code comments and architecture decisions into readable documentation.

    Required Inputs

    • Source code files
    • Architecture decision records (ADRs)
    • API endpoints
    • Database schemas
    • Existing docs (to update vs. create)
    25

    Sprint Retrospective Analysis

    Identify patterns across retrospectives to surface systemic issues.

    Required Inputs

    • Retrospective notes (multiple sprints)
    • Sprint metrics (velocity, completion rate)
    • Team composition changes
    • Project/initiative context
    26

    Release Notes Generation

    Transform commit messages and tickets into customer-facing announcements.

    Required Inputs

    • Git commit log
    • Merged PRs with descriptions
    • Linked tickets/issues
    • Feature flags changed
    • Previous release notes (for format consistency)

    Implementation Checklist

    For Each Skill, Ensure You Have:

    • Clear system instructions saved as a file
    • Required context files identified and accessible
    • Input templates documented
    • Output format defined
    • Sample prompts tested
    • Edge cases considered

    Integration Tips:

    • Chain skills for complex workflows
    • Schedule regular runs (weekly diagnostics)
    • Build reusable output templates
    • Rate outputs to improve prompts over time

    Keys to Success

    1

    Invest in context documents

    Quality of your ICP criteria, brand guides, and playbooks determines output quality

    2

    Iterate on prompts

    First attempts rarely perfect; refine based on results

    3

    Standardize outputs

    Consistent formats make skills more useful over time

    4

    Measure impact

    Track time saved and quality improvements

    Take the Next Step

    Ready to Build Your Own AI Agent Skills?

    These 26 skills are just the beginning. In our free weekly workshop, you'll learn how to:

    • Create custom skills from scratch (no coding required)
    • Use the skill-creator to auto-generate new skills
    • Chain skills together for complex workflows
    • Deploy skills across your team and projects

    Live sessions every week with Q&A and hands-on demos