Truth in IT
    • Sign In
    • Register
        • Videos
        • Channels
        • Pages
        • Galleries
        • News
        • Events
        • All
Truth in IT Truth in IT
  • Data Management ▼
    • Converged Infrastructure
    • DevOps
    • Networking
    • Storage
    • Virtualization
  • Cybersecurity ▼
    • Application Security
    • Backup & Recovery
    • Data Security
    • Identity & Access Management (IAM)
    • Zero Trust
    • Compliance & GRC
    • Endpoint Security
  • Cloud ▼
    • Hybrid Cloud
    • Private Cloud
    • Public Cloud
  • Webinar Library
  • TiPs
  • DRAW
  • CPE

Snyk: How Claude Skills Work: Progressive Disclosure Explained

Snyk
08/09/2026
0 (0%)
Share
  • Comments
  • Download
  • Transcript
Report Like Favorite
  • Share/Embed
  • Email
Link
Embed

Transcript


That file has a little bit of yaml at the top, a name, and a description, and then plain markdown instructions underneath. It can also bundle in things like scripts, templates, and reference docs alongside it. Here's the clever part, and the reason you can install dozens of these without slowing Claude down. It uses what's called progressive disclosure. At startup, Claude only reads the name and description of each skill, roughly 100 tokens each. It matches your task against those descriptions, and only when it finds a match does it load the full instructions. The scripts and references load later still, only if they are actually needed. So the cost of having a skill installed but unused is basically nothing.

TL;DR

  • A Claude skill is a folder with a skill.md file containing YAML metadata and plain markdown instructions, optionally bundled with scripts and reference docs.
  • Claude uses progressive disclosure at startup, reading only the name and description of each skill — around 100 tokens — before deciding which to load fully.
  • Full skill instructions and supporting assets are only loaded when a task match is found, meaning unused skills cost virtually nothing in token overhead.

Summary

This short explainer breaks down exactly what a Claude skill is and why the architecture makes it practical to install many of them without degrading AI performance. A Claude skill is simply a folder containing a skill.md file, which includes a small YAML header with a name and description, followed by plain markdown instructions. Skills can also bundle supporting assets such as shell scripts, templates, and reference documentation alongside the core instruction file. The key engineering insight is the progressive disclosure loading model: when Claude starts up, it reads only the name and description of each installed skill — approximately 100 tokens per skill — and matches the user's task against those lightweight descriptors. Only when a match is found does Claude load the full instruction set, and supporting scripts or references are deferred even further, loading only if actually required during execution. This tiered loading strategy means that having dozens of skills installed carries virtually no token cost for skills that go unused in a given session, making the approach highly scalable for developer workflows that span multiple domains and task types.

Chapters

0:00 - What Is a Claude Skill
0:10 - Bundled Assets and Structure
0:14 - Progressive Disclosure Loading
0:33 - Cost of Unused Skills

Key Quotes

0:00 "A Claude skill is a folder with a file called skill.md inside it."
0:14 "Here's the clever part, and the reason you can install dozens of these without slowing Claude down. It uses what's called progressive disclosure."
0:23 "At startup, Claude only reads the name and description of each skill, roughly 100 tokens each. It matches your task against those descriptions, and only when it finds a match does it load the full instructions."
0:37 "So the cost of having a skill installed but unused is basically nothing."

FAQ

Does installing many Claude skills slow down performance or increase token usage?

No. Claude only reads the name and description of each skill at startup — roughly 100 tokens each. Full instructions and supporting files are only loaded when a skill is actually matched to a task, so unused skills cost virtually nothing.

What files make up a Claude skill?

At minimum, a skill is a folder containing a skill.md file with a YAML header (name and description) and plain markdown instructions. It can optionally include scripts, templates, and reference documentation that load only when needed.


Categories:
  • » Cybersecurity » Application Security
  • » Data Protection
Channels:
News:
Events:
Tags:
  • AI & Machine Learning
  • DevSecOps
  • Getting Started
  • Short Form
  • Developer Tools
  • Claude AI skills
  • AI agent architecture
  • Progressive disclosure
  • Developer tooling
  • LLM token efficiency
  • DevSecOps automation
  • AI workflow customization
Show more Show less

Browse videos

  • Related
  • Featured
  • By date
  • Most viewed
  • Top rated
  •  

              Video's comments: Snyk: How Claude Skills Work: Progressive Disclosure Explained

              View CPE Certificates

              Upcoming 360 View Events

              • Nov
                19

                Securing the Microsoft Enterprise: Strengthening Configuration Management, Identity Security, and Data Protection

                11/19/202601:00 PM ET
                More events

                XStreaminars (watch here)

                • Nov
                  10

                  Zendesk: From AI Readiness to Results: A Framework for Transforming IT Service

                  11/10/202601:00 PM ET
                  • Nov
                    12

                    Leaving VMware Means Leaving vSAN: Your VMware Exit Is Really a Storage Decision

                    11/12/202601:00 PM ET
                    More events

                    Industry Events (Sponsor Hosted)

                    • Nov
                      10

                      Agentic Shopping Trends: Insights for the 2026 Holiday Season

                      11/10/202601:00 PM ET
                      • Nov
                        12

                        Practical Session: Connecting On-Prem Data to Databricks via MinIO AIStor (Americas)

                        11/12/202601:00 PM ET
                        • Nov
                          18

                          Hands-On Workshop: Connecting On-Prem Data to Databricks via MinIO AIStor (International)

                          11/18/202608:00 AM ET
                          • Nov
                            19

                            Zendesk Deep Dive: Get the work done faster with Employee Service AI Agents

                            11/19/202601:00 PM ET
                            • Nov
                              19

                              A Deep Dive into Muse, Dots, and Duet's Impact on Your Website

                              11/19/202601:00 PM ET
                              More events

                              Upcoming Webinar Calendar

                              • 11/10/2026
                                01:00 PM
                                11/10/2026
                                Zendesk: From AI Readiness to Results: A Framework for Transforming IT Service
                                https://www.truthinit.com/index.php/channel/2191/zendesk-from-ai-readiness-to-results-a-framework-for-transforming-it-service/
                              • 11/10/2026
                                01:00 PM
                                11/10/2026
                                Agentic Shopping Trends: Insights for the 2026 Holiday Season
                                https://www.truthinit.com/index.php/channel/2219/agentic-shopping-trends-insights-for-the-2026-holiday-season/
                              • 11/12/2026
                                01:00 PM
                                11/12/2026
                                Leaving VMware Means Leaving vSAN: Your VMware Exit Is Really a Storage Decision
                                https://www.truthinit.com/index.php/channel/2192/leaving-vmware-means-leaving-vsan-your-vmware-exit-is-really-a-storage-decision/
                              • 11/12/2026
                                01:00 PM
                                11/12/2026
                                Practical Session: Connecting On-Prem Data to Databricks via MinIO AIStor (Americas)
                                https://www.truthinit.com/index.php/channel/2202/practical-session-connecting-on-prem-data-to-databricks-via-minio-aistor-americas/
                              • 11/18/2026
                                08:00 AM
                                11/18/2026
                                Hands-On Workshop: Connecting On-Prem Data to Databricks via MinIO AIStor (International)
                                https://www.truthinit.com/index.php/channel/2194/hands-on-workshop-connecting-on-prem-data-to-databricks-via-minio-aistor-international/
                              • 11/19/2026
                                01:00 PM
                                11/19/2026
                                Securing the Microsoft Enterprise: Strengthening Configuration Management, Identity Security, and Data Protection
                                https://www.truthinit.com/index.php/channel/2076/securing-the-microsoft-enterprise-strengthening-configuration-management-identity-security-and-data-protection/
                              • 11/19/2026
                                01:00 PM
                                11/19/2026
                                Zendesk Deep Dive: Get the work done faster with Employee Service AI Agents
                                https://www.truthinit.com/index.php/channel/2181/zendesk-deep-dive-get-the-work-done-faster-with-employee-service-ai-agents/
                              • 11/19/2026
                                01:00 PM
                                11/19/2026
                                A Deep Dive into Muse, Dots, and Duet's Impact on Your Website
                                https://www.truthinit.com/index.php/channel/2228/a-deep-dive-into-muse-dots-and-duets-impact-on-your-website/
                              • 12/03/2026
                                01:00 PM
                                12/03/2026
                                CISO Insights: Steering Cybersecurity Strategies in an AI-Driven Era
                                https://www.truthinit.com/index.php/channel/2231/ciso-insights-steering-cybersecurity-strategies-in-an-ai-driven-era/
                              • 01/19/2027
                                02:00 PM
                                01/19/2027
                                HUMAN Dialogue: Embracing the Rise of the Empowered AI Consumer.
                                https://www.truthinit.com/index.php/channel/2160/human-dialogue-embracing-the-rise-of-the-empowered-ai-consumer/
                              Truth in IT
                              • Sponsor
                              • About Us
                              • Terms of Service
                              • Privacy Policy
                              • Contact Us
                              • Preference Management
                              Desktop version
                              Standard version