diff --git a/AUTHORS.md b/AUTHORS.md
new file mode 100644
index 00000000..b058314c
--- /dev/null
+++ b/AUTHORS.md
@@ -0,0 +1,10 @@
+# Authors and Contributors
+
+## Maintainer
+- **mukul975** — Creator and primary maintainer
+
+## Contributors
+
+
+## How to Become a Contributor
+See [CONTRIBUTING.md](CONTRIBUTING.md) for how to add skills and get listed here.
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
new file mode 100644
index 00000000..11fde20e
--- /dev/null
+++ b/CONTRIBUTING.md
@@ -0,0 +1,74 @@
+# Contributing to Anthropic-Cybersecurity-Skills
+
+## How to add a new skill
+
+1. Create a new directory: `skills/your-skill-name/`
+2. Add a `SKILL.md` file with required YAML frontmatter:
+ ```yaml
+ ---
+ name: your-skill-name
+ description: >-
+ Clear description of what this skill does and when
+ an AI agent should activate it. Include keywords.
+ domain: cybersecurity
+ subdomain: [category]
+ tags: [tag1, tag2, tag3]
+ version: "1.0"
+ author: your-github-username
+ license: Apache-2.0
+ ---
+ ```
+3. Write clear, step-by-step instructions in the Markdown body using these sections:
+ - ## When to Use
+ - ## Prerequisites
+ - ## Workflow (numbered steps with real commands)
+ - ## Key Concepts (table)
+ - ## Tools & Systems
+ - ## Common Scenarios
+ - ## Output Format
+4. (Optional) Add supporting files:
+ - `references/standards.md` — Real standard numbers, CVE refs, NIST/MITRE links
+ - `references/workflows.md` — Deep technical procedure
+ - `scripts/process.py` — Real working helper script
+ - `assets/template.md` — Real filled-in checklist/template
+5. Submit a PR with title: `Add skill: your-skill-name`
+
+## Skill quality checklist
+- [ ] Name is lowercase with hyphens (kebab-case), 1–64 characters
+- [ ] Description is clear and includes agent-discovery keywords
+- [ ] Instructions are actionable with real commands and tool names
+- [ ] Domain and subdomain are set correctly
+- [ ] Tags include relevant tools, frameworks, and techniques
+
+## Subdomains
+Choose the most appropriate subdomain for your skill:
+- web-application-security
+- network-security
+- penetration-testing
+- red-teaming
+- digital-forensics
+- malware-analysis
+- threat-intelligence
+- cloud-security
+- container-security
+- identity-access-management
+- cryptography
+- vulnerability-management
+- compliance-governance
+- zero-trust-architecture
+- ot-ics-security
+- devsecops
+- soc-operations
+- incident-response
+- phishing-defense
+- ransomware-defense
+- api-security
+- mobile-security
+- endpoint-security
+- threat-hunting
+
+## Code of Conduct
+This project follows the [Contributor Covenant](CODE_OF_CONDUCT.md). By participating, you agree to uphold this code.
+
+## License
+By contributing, you agree that your contributions will be licensed under Apache-2.0.
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 00000000..d8851182
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,201 @@
+
+ Apache License
+ Version 2.0, January 2004
+ http://www.apache.org/licenses/
+
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+ 5. Submission of Contributions. Unless You explicitly state otherwise,
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+ 8. Limitation of Liability. In no event and under no legal theory,
+ whether in tort (including negligence), contract, or otherwise,
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+ 9. Accepting Warranty or Additional Liability. While redistributing
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+ defend, and hold each Contributor harmless for any liability
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+ of your accepting any such warranty or additional liability.
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+ APPENDIX: How to apply the Apache License to your work.
+
+ To apply the Apache License to your work, attach the following
+ boilerplate notice, with the fields enclosed by brackets "[]"
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+ Copyright 2026 mukul975
+
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+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
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+ Unless required by applicable law or agreed to in writing, software
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diff --git a/README.md b/README.md
index ce27abc6..8f0e2fe6 100644
--- a/README.md
+++ b/README.md
@@ -1,45 +1,124 @@
-# Anthropic Cybersecurity Skills
+
+
+
-An open-source database of 600+ cybersecurity skills for AI agents, practitioners, and security teams.
+
+ 611+ cybersecurity skills for AI agents · agentskills.io open standard
+
-## Structure
+
+
+
+
+
+
+
+
+
+---
+
+The largest open-source collection of cybersecurity skills for AI agents. Every skill follows the [agentskills.io](https://agentskills.io) open standard and works instantly with Claude Code, GitHub Copilot, OpenAI Codex CLI, Cursor, Gemini CLI, and 20+ other platforms.
+
+## Quick Start (30 seconds)
+
+```bash
+# Add as Claude Code marketplace
+/plugin marketplace add mukul975/Anthropic-Cybersecurity-Skills
+
+# Or clone directly
+git clone https://github.com/mukul975/Anthropic-Cybersecurity-Skills .skills/cybersecurity
+```
+
+## Skill Categories
+
+| Category | Skills | Example Skills |
+|----------|-------:|----------------|
+| Cloud Security | 48 | AWS S3 Bucket Audit, Azure AD Configuration, GCP Security Assessment |
+| Threat Intelligence | 43 | APT Group Analysis with MITRE Navigator, Campaign Attribution, Dark Web Monitoring |
+| Web Application Security | 41 | HTTP Request Smuggling, XSS with Burp Suite, Web Cache Poisoning |
+| Threat Hunting | 35 | Credential Dumping Detection, DNS Tunneling with Zeek, Living-off-the-Land Binaries |
+| Malware Analysis | 34 | Cobalt Strike Beacon Config, Ghidra Reverse Engineering, YARA Rule Development |
+| Digital Forensics | 34 | Disk Imaging with dd/dcfldd, Memory Forensics with Volatility3, Browser Forensics |
+| SOC Operations | 33 | Windows Event Log Analysis, Splunk Detection Rules, SIEM Use Case Implementation |
+| Network Security | 33 | Wireshark Traffic Analysis, VLAN Segmentation, Suricata IDS Configuration |
+| Identity & Access Management | 33 | SAML SSO with Okta, Privileged Access Management, RBAC for Kubernetes |
+| OT/ICS Security | 28 | SCADA System Attack Detection, Modbus Anomaly Detection, Purdue Model Segmentation |
+| API Security | 28 | API Enumeration Detection, BOLA Exploitation, GraphQL Security Assessment |
+| Container Security | 26 | Trivy Image Scanning, Falco Runtime Detection, Kubernetes Pod Security |
+| Vulnerability Management | 24 | DefectDojo Dashboard, CVSS Scoring, Patch Management Workflow |
+| Red Teaming | 24 | Sliver C2 Framework, BloodHound AD Analysis, Kerberoasting with Impacket |
+| Incident Response | 24 | Ransomware Response, Cloud Incident Containment, Volatile Evidence Collection |
+| Penetration Testing | 23 | External Network Pentest, Kubernetes Pentest, Active Directory Pentest |
+| Zero Trust Architecture | 17 | HashiCorp Boundary, Zscaler ZTNA, BeyondCorp Access Model |
+| Endpoint Security | 16 | CIS Benchmark Hardening, Windows Defender Configuration, Host-Based IDS |
+| DevSecOps | 16 | GitLab CI Pipeline, Semgrep Custom SAST Rules, Secret Scanning with Gitleaks |
+| Phishing Defense | 16 | Email Header Analysis, GoPhish Simulation, DMARC/DKIM/SPF Configuration |
+| Cryptography | 13 | TLS 1.3 Configuration, HSM Key Storage, Certificate Authority with OpenSSL |
+| Mobile Security | 12 | iOS App Analysis with Objection, Android Malware Reverse Engineering, Frida Hooking |
+| Ransomware Defense | 5 | Ransomware Precursor Detection, Backup Strategy, Honeypot Detection |
+| Compliance & Governance | 5 | GDPR Data Protection, ISO 27001 ISMS, PCI DSS Controls |
+
+## How It Works
+
+Each skill follows the [agentskills.io](https://agentskills.io) **progressive disclosure** pattern. During discovery, an AI agent reads only the YAML frontmatter (~30-50 tokens) to decide relevance:
+
+```yaml
+---
+name: performing-memory-forensics-with-volatility3
+description: Analyze memory dumps to extract processes, network connections, and malware artifacts using Volatility3.
+domain: cybersecurity
+subdomain: digital-forensics
+tags: [forensics, memory-analysis, volatility3, incident-response]
+---
+```
+
+If the skill matches the task, the agent loads the full body -- workflow steps, prerequisites, tool commands, and verification checks -- without wasting tokens on irrelevant skills.
+
+## Compatible Platforms
+
+These skills work with any tool that supports the agentskills.io standard or can read structured Markdown:
+
+| Platform | Integration |
+|----------|------------|
+| **Claude Code** | Native skill loading via `/plugin` |
+| **GitHub Copilot** | Workspace context via `.skills/` directory |
+| **OpenAI Codex CLI** | File-based context injection |
+| **Cursor** | Project rules and docs integration |
+| **Gemini CLI** | Context file loading |
+| **Amp** | Skill directory mounting |
+| **Goose** | Plugin-based skill loading |
+| **Windsurf** | Context awareness from project files |
+| **Aider** | Repository map integration |
+| **Continue** | Custom context providers |
+| And 16+ others | Any agent that reads structured Markdown |
+
+## Skill Anatomy
+
+Every skill follows a consistent directory structure:
```
-skills/cybersecurity/{skill-name}/
-├── SKILL.md # Skill definition with YAML frontmatter
+skills/{skill-name}/
+├── SKILL.md # Skill definition with YAML frontmatter
+│ ├── Frontmatter # name, description, domain, subdomain, tags
+│ ├── When to Use # Trigger conditions for AI agents
+│ ├── Prerequisites # Required tools and access
+│ ├── Workflow # Step-by-step execution guide
+│ └── Verification # How to confirm success
├── references/
-│ ├── standards.md # Real standard numbers, CVE refs, NIST/MITRE links
-│ └── workflows.md # Deep technical procedure reference
+│ ├── standards.md # NIST, MITRE ATT&CK, CVE references
+│ └── workflows.md # Deep technical procedure reference
├── scripts/
-│ └── process.py # Real practitioner helper script
+│ └── process.py # Practitioner helper scripts
└── assets/
- └── template.md # Real filled-in checklist/report template
+ └── template.md # Checklists and report templates
```
-## Domains Covered
+## Contributing
-- Web Application Security
-- Network Security
-- Penetration Testing
-- Red Teaming
-- Digital Forensics & Incident Response (DFIR)
-- Malware Analysis
-- Threat Intelligence
-- Cloud Security
-- Container Security
-- Identity & Access Management
-- Cryptography
-- Vulnerability Management
-- Compliance & Governance
-- Zero Trust Architecture
-- OT/ICS Security
-- DevSecOps
-- And more...
-
-## Usage
-
-Each `SKILL.md` follows the agentskills.io open standard with YAML frontmatter and structured Markdown body.
+We welcome contributions from the cybersecurity community. See [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines on adding new skills, improving existing ones, and our review process.
## License
-MIT
+
+
+This project is licensed under the Apache License 2.0. See [LICENSE](LICENSE) for details.
diff --git a/assets/README.md b/assets/README.md
new file mode 100644
index 00000000..0cc21cc3
--- /dev/null
+++ b/assets/README.md
@@ -0,0 +1,13 @@
+# Assets
+
+This directory contains repository assets:
+
+- `banner.png` — Repository social banner (1280×640px)
+- `demo.gif` or `demo.svg` — Terminal demo animation
+
+## Creating the Banner
+Recommended: Use [Socialify](https://socialify.git.ci/mukul975/Anthropic-Cybersecurity-Skills) to generate a professional banner.
+
+## Creating the Demo
+Record with asciinema: `asciinema rec demo.cast`
+Export as SVG: `svg-term --cast demo.cast --out demo.svg --window`
diff --git a/launch/awesome-list-submissions.md b/launch/awesome-list-submissions.md
new file mode 100644
index 00000000..71314c05
--- /dev/null
+++ b/launch/awesome-list-submissions.md
@@ -0,0 +1,206 @@
+# Awesome List Submission Guide
+
+Structured guide for submitting Anthropic-Cybersecurity-Skills to relevant awesome lists on GitHub. Each entry includes the target repo, PR template, and submission notes.
+
+---
+
+## Priority Order
+
+### 1. awesome-cybersecurity-agentic-ai (raphabot) -- HIGHEST PRIORITY
+
+- **Repo:** https://github.com/raphabot/awesome-cybersecurity-agentic-ai
+- **Section:** Skills / Knowledge Bases (or most relevant section)
+- **Why highest priority:** Exact domain overlap -- cybersecurity + AI agents
+
+**PR Title:**
+```
+Add Anthropic-Cybersecurity-Skills to Skills/Knowledge Bases
+```
+
+**PR Body:**
+```markdown
+Adding the first comprehensive cybersecurity skills database for AI agents.
+611+ skills following the agentskills.io open standard, compatible with
+Claude Code, GitHub Copilot, OpenAI Codex CLI, Cursor, and 20+ platforms.
+
+**[Anthropic-Cybersecurity-Skills](https://github.com/mukul975/Anthropic-Cybersecurity-Skills)** — 611+ cybersecurity skills for AI agents following the agentskills.io open standard. Covers threat detection, incident response, penetration testing, digital forensics, cloud security, and more.
+```
+
+**Suggested list entry:**
+```markdown
+- [Anthropic-Cybersecurity-Skills](https://github.com/mukul975/Anthropic-Cybersecurity-Skills) — 611+ cybersecurity skills for AI agents following the agentskills.io open standard. Covers threat detection, incident response, penetration testing, digital forensics, cloud security, and more.
+```
+
+**Pre-submission checklist:**
+- [ ] Read CONTRIBUTING.md in the target repo
+- [ ] Verify the list entry matches their formatting conventions
+- [ ] Ensure alphabetical ordering if required
+- [ ] Star the awesome list repo before submitting
+
+---
+
+### 2. awesome-ai-security (TalEliyahu)
+
+- **Repo:** https://github.com/TalEliyahu/awesome-ai-security
+- **Section:** Tools / Resources (or AI Security Tools)
+
+**PR Title:**
+```
+Add Anthropic-Cybersecurity-Skills — 611+ cybersecurity skills for AI agents
+```
+
+**PR Body:**
+```markdown
+## What is this?
+
+A comprehensive cybersecurity skills database designed for AI coding agents. Contains 611+ skills covering the full cybersecurity domain: threat detection, incident response, penetration testing, digital forensics, cloud security, network security, malware analysis, and more.
+
+## Why it fits this list
+
+- AI agents using these skills can perform real security analysis tasks
+- Follows the agentskills.io open standard (SKILL.md format)
+- Compatible with Claude Code, GitHub Copilot, Cursor, Windsurf, and 20+ AI platforms
+- Open source under MIT license
+
+**Link:** https://github.com/mukul975/Anthropic-Cybersecurity-Skills
+```
+
+**Suggested list entry:**
+```markdown
+- [Anthropic-Cybersecurity-Skills](https://github.com/mukul975/Anthropic-Cybersecurity-Skills) — 611+ cybersecurity skills for AI coding agents. Covers threat detection, incident response, penetration testing, forensics, cloud security. agentskills.io standard.
+```
+
+---
+
+### 3. awesome-security (sindresorhus ecosystem)
+
+- **Repo:** https://github.com/sbilly/awesome-security
+- **Section:** Other / Tools / AI-Assisted Security
+
+**PR Title:**
+```
+Add Anthropic-Cybersecurity-Skills — cybersecurity skill library for AI agents
+```
+
+**PR Body:**
+```markdown
+Adding a cybersecurity skills database that enables AI coding agents to perform security tasks.
+
+- 611+ structured skills across 12 cybersecurity subdomains
+- Threat detection, incident response, penetration testing, digital forensics, cloud security, and more
+- Follows the agentskills.io open standard (SKILL.md format)
+- Compatible with Claude Code, GitHub Copilot, Cursor, and 20+ AI platforms
+
+**Link:** https://github.com/mukul975/Anthropic-Cybersecurity-Skills
+```
+
+**Suggested list entry:**
+```markdown
+- [Anthropic-Cybersecurity-Skills](https://github.com/mukul975/Anthropic-Cybersecurity-Skills) — 611+ cybersecurity skills for AI agents covering threat detection, IR, pentesting, forensics, and cloud security.
+```
+
+---
+
+### 4. awesome-pentest
+
+- **Repo:** https://github.com/enaqx/awesome-pentest
+- **Section:** Tools / AI-Assisted / Knowledge Bases
+
+**PR Title:**
+```
+Add Anthropic-Cybersecurity-Skills — AI agent pentesting skills library
+```
+
+**PR Body:**
+```markdown
+A library of 611+ cybersecurity skills structured for AI coding agents. Includes dedicated penetration testing skills covering:
+
+- Network penetration testing
+- Web application security testing
+- Wireless security assessment
+- Social engineering simulation
+- Red team operations
+- Exploit development methodology
+
+Skills follow the agentskills.io open standard and work with Claude Code, GitHub Copilot, Cursor, and 20+ platforms.
+
+**Link:** https://github.com/mukul975/Anthropic-Cybersecurity-Skills
+```
+
+---
+
+### 5. awesome-incident-response
+
+- **Repo:** https://github.com/meirwah/awesome-incident-response
+- **Section:** Tools / Knowledge Bases / AI-Assisted
+
+**PR Title:**
+```
+Add Anthropic-Cybersecurity-Skills — AI-powered incident response skill library
+```
+
+**PR Body:**
+```markdown
+A structured skill library enabling AI agents to assist with incident response workflows. Includes skills for:
+
+- Incident triage and classification
+- Log analysis and correlation
+- Forensic evidence collection
+- Malware analysis and containment
+- Post-incident reporting
+- Threat hunting and detection
+
+611+ skills total, with dedicated incident response coverage. agentskills.io open standard, compatible with Claude Code, Copilot, Cursor, and 20+ AI platforms.
+
+**Link:** https://github.com/mukul975/Anthropic-Cybersecurity-Skills
+```
+
+---
+
+### 6. awesome-threat-intelligence
+
+- **Repo:** https://github.com/hslatman/awesome-threat-intelligence
+- **Section:** Tools / Resources / AI-Assisted
+
+**PR Title:**
+```
+Add Anthropic-Cybersecurity-Skills — threat intelligence skills for AI agents
+```
+
+**PR Body:**
+```markdown
+A skill library enabling AI agents to assist with threat intelligence tasks. Includes skills covering:
+
+- OSINT collection and analysis
+- Threat actor profiling
+- IOC extraction and enrichment
+- MITRE ATT&CK mapping
+- Threat landscape assessment
+- Intelligence report generation
+
+Part of a 611+ skill library following the agentskills.io open standard. Compatible with Claude Code, GitHub Copilot, Cursor, and 20+ AI platforms.
+
+**Link:** https://github.com/mukul975/Anthropic-Cybersecurity-Skills
+```
+
+---
+
+## General Submission Process
+
+1. **Fork** the target awesome list repository
+2. **Read** their CONTRIBUTING.md and follow formatting rules exactly
+3. **Add** the entry in the correct section, respecting alphabetical order
+4. **Create PR** using the templates above, adjusting as needed
+5. **Be patient** -- maintainers are volunteers; follow up politely after 2 weeks if no response
+6. **Do not** submit to all lists on the same day; space submissions 2-3 days apart to avoid appearing spammy
+
+## Tracking
+
+| List | Submitted | PR Link | Status | Notes |
+|------|-----------|---------|--------|-------|
+| awesome-cybersecurity-agentic-ai | | | Pending | Highest priority |
+| awesome-ai-security | | | Pending | |
+| awesome-security | | | Pending | |
+| awesome-pentest | | | Pending | |
+| awesome-incident-response | | | Pending | |
+| awesome-threat-intelligence | | | Pending | |
diff --git a/launch/conference-cfp-tracker.md b/launch/conference-cfp-tracker.md
new file mode 100644
index 00000000..b08b0049
--- /dev/null
+++ b/launch/conference-cfp-tracker.md
@@ -0,0 +1,127 @@
+# Conference CFP Tracker
+
+Track Call for Papers (CFP) deadlines and submission status for presenting Anthropic-Cybersecurity-Skills at security and AI conferences.
+
+---
+
+## Priority Target: Black Hat Arsenal
+
+- **Event:** Black Hat USA 2026 Arsenal
+- **Location:** Las Vegas, NV
+- **Dates:** August 2026 (typically first week)
+- **Deadline:** ~April 2026 (Arsenal CFP opens spring 2026)
+- **Type:** Open-source tool showcase (Arsenal, not Briefings)
+- **Requirements:**
+ - Working demo of the tool/project
+ - Open-source and publicly available
+ - Security-focused
+ - Live demonstration capability
+- **Action Items:**
+ - [ ] Monitor https://www.blackhat.com/us-26/arsenal.html for CFP opening
+ - [ ] Prepare 2-minute elevator pitch
+ - [ ] Build live demo showing AI agent using skills for a security task
+ - [ ] Record backup demo video in case of technical issues
+ - [ ] Prepare poster/handout with QR code to repo
+
+---
+
+## All Conferences
+
+| Conference | Type | Location | Estimated Dates | CFP Deadline | Submission Type | Status |
+|-----------|------|----------|----------------|--------------|-----------------|--------|
+| **Black Hat USA Arsenal** | Tool Demo | Las Vegas, NV | Aug 2026 | ~Apr 2026 | Arsenal submission | Monitoring |
+| **DEF CON Demo Labs** | Tool Demo | Las Vegas, NV | Aug 2026 | ~May 2026 | Demo application | Monitoring |
+| **BSides Las Vegas** | Talk/Workshop | Las Vegas, NV | Aug 2026 | ~Apr 2026 | CFP talk/workshop | Monitoring |
+| **RSA Conference** | Talk/Expo | San Francisco, CA | Apr 2027 | ~Oct 2026 | Innovation Sandbox / talk | Future |
+| **SANS Summits** | Talk | Various | Rolling | Rolling | Speaker application | Eligible |
+| **ShmooCon** | Talk | Washington, DC | Jan 2027 | ~Oct 2026 | CFP talk | Future |
+| **GrrCon** | Talk | Grand Rapids, MI | Oct 2026 | ~Jun 2026 | CFP talk | Monitoring |
+| **DerbyCon / Louisville** | Talk | Louisville, KY | TBD | TBD | CFP talk | Check status |
+| **Wild West Hackin' Fest** | Talk | Deadwood, SD | Oct 2026 | ~Jul 2026 | CFP talk | Monitoring |
+| **Hack In The Box** | Talk | Various | Various | Various | CFP talk | Monitoring |
+| **CanSecWest** | Talk | Vancouver, BC | Mar 2027 | ~Dec 2026 | CFP talk | Future |
+| **Offensive Con** | Talk | Berlin, DE | Feb 2027 | ~Sep 2026 | CFP talk | Future |
+| **NorthSec** | Talk/Workshop | Montreal, QC | May 2026 | ~Feb 2026 | CFP talk | Check if open |
+| **AI Village (DEF CON)** | Talk/Demo | Las Vegas, NV | Aug 2026 | ~May 2026 | CFP talk/demo | Monitoring |
+| **OWASP Global AppSec** | Talk | Various | Various | Various | CFP talk | Monitoring |
+
+---
+
+## Talk Abstract (Template)
+
+**Title:** Building 611 Cybersecurity Skills for AI Agents: An Open Standard Approach
+
+**Abstract:**
+```
+AI coding agents are increasingly used for security tasks, but they lack structured
+cybersecurity knowledge. We present Anthropic-Cybersecurity-Skills, the first open-source
+library of 611+ cybersecurity skills built on the agentskills.io standard. Each skill
+is a self-contained SKILL.md file that any compatible AI agent can install and execute.
+
+We cover the design of the skill format, the taxonomy across 12 cybersecurity subdomains
+(threat detection, incident response, penetration testing, digital forensics, cloud
+security, network security, malware analysis, and more), and live demonstrations of
+AI agents performing real security tasks using these skills.
+
+The project is open source (MIT), compatible with 20+ AI platforms including Claude Code,
+GitHub Copilot, and Cursor, and designed for community contribution.
+```
+
+**Duration options:** Lightning talk (10 min), Standard talk (25-30 min), Workshop (60-90 min)
+
+---
+
+## Workshop Abstract (Template)
+
+**Title:** Hands-On: Teaching AI Agents Cybersecurity with the agentskills.io Standard
+
+**Abstract:**
+```
+In this hands-on workshop, attendees will learn how to create, install, and use
+cybersecurity skills for AI coding agents. We start with installing existing skills
+from the Anthropic-Cybersecurity-Skills library (611+ skills), then progress to
+writing custom skills for specific security workflows.
+
+Attendees will leave with:
+- A working AI agent setup with cybersecurity skills installed
+- Understanding of the SKILL.md format and agentskills.io standard
+- A custom skill they authored during the workshop
+- Knowledge of how to contribute back to the open-source project
+
+Prerequisites: Laptop with an AI coding agent installed (Claude Code, Cursor, or similar).
+```
+
+---
+
+## CFP Monitoring Resources
+
+- **cfptime.org** -- Aggregated CFP deadlines across tech conferences
+- **sec-deadlines.github.io** -- Security conference deadlines specifically
+- **Twitter/X lists** -- Follow @BlackHatEvents, @defaborea, @BSidesLV, @RSAConference
+- **Infosec CFP Calendar** -- https://infosec-conferences.com/cfp/
+- **Lanyrd / Sessionize** -- Check for open CFPs
+
+---
+
+## Submission Tracking
+
+| Conference | Submitted Date | Abstract Used | Status | Accepted? | Presentation Date | Notes |
+|-----------|---------------|---------------|--------|-----------|-------------------|-------|
+| | | | | | | |
+
+---
+
+## Demo Preparation Checklist
+
+For any conference demo or Arsenal submission:
+
+- [ ] Record 2-minute overview video
+- [ ] Prepare offline fallback demo (no internet dependency)
+- [ ] Create handout with repo QR code, key stats, and contact info
+- [ ] Test skill installation flow end-to-end
+- [ ] Prepare 3 compelling live demo scenarios:
+ 1. Threat hunting with AI agent using detection skills
+ 2. Incident response workflow guided by IR skills
+ 3. Writing and installing a custom security skill
+- [ ] Backup slides in case of demo failure
+- [ ] Business cards or contact handouts
diff --git a/launch/hacker-news.md b/launch/hacker-news.md
new file mode 100644
index 00000000..6e7c5975
--- /dev/null
+++ b/launch/hacker-news.md
@@ -0,0 +1,49 @@
+# Hacker News - Show HN Post
+
+## Title
+
+Show HN: 611+ Cybersecurity Skills for AI Agents (agentskills.io open standard)
+
+## Body
+
+I built an open-source database of 611+ cybersecurity skills that AI agents can use to perform real security work -- from malware analysis with Volatility to cloud pen-testing with Pacu.
+
+Each skill follows a structured format (YAML frontmatter + Markdown body) with:
+
+- When to use (and when NOT to)
+- Prerequisites and tool requirements
+- Step-by-step workflows with real commands, not pseudocode
+- References to real standards (NIST, MITRE ATT&CK, CIS)
+- Practitioner helper scripts and report templates
+
+The 611 skills cover 24 subdomains: cloud security, threat intelligence, web app security, threat hunting, malware analysis, digital forensics, SOC operations, network security, IAM, OT/ICS security, API security, container security, vulnerability management, red teaming, incident response, penetration testing, zero trust, phishing defense, endpoint security, DevSecOps, cryptography, mobile security, ransomware defense, and compliance/governance.
+
+Why I built this: AI coding agents (Claude Code, Cursor, Copilot) are great at software engineering but have no structured cybersecurity knowledge. When you ask them to analyze a memory dump or triage a SIEM alert, they give generic advice instead of the precise Volatility plugin sequence or Splunk SPL query a practitioner would use.
+
+The skills use "progressive disclosure" -- the frontmatter tells the agent WHEN to activate a skill, and the full body provides the HOW with exact commands, flags, and decision trees.
+
+Format follows the agentskills.io open standard so any agent framework can consume them.
+
+Repo: https://github.com/mukul975/Anthropic-Cybersecurity-Skills
+
+Tech details:
+- Each skill has SKILL.md + references/ + scripts/ + assets/
+- Skills are tool-specific (not "use a scanner" but "use Nessus with these plugin families")
+- Real CVE references, real MITRE ATT&CK technique IDs
+- MIT licensed
+
+Looking for contributors, especially practitioners who want to improve existing skills or add new ones in underrepresented areas (mobile security, OT/ICS, compliance).
+
+## Timing
+
+Post at 6:00 AM Pacific (9:00 AM Eastern) for maximum HN visibility. Tuesday through Thursday are optimal days.
+
+## Engagement Rules
+
+1. **Respond within 1 hour** of posting. Early engagement signals to the HN algorithm that the post is active and worth ranking higher.
+2. **Be technical, not promotional.** Answer questions with specific technical details. Reference actual skill files, tool commands, and MITRE technique IDs.
+3. **No vote requests.** Never ask anyone to upvote. This violates HN guidelines and can get the post flagged or penalized.
+4. **Engage authentically.** If someone raises a valid criticism (e.g., "these skills are too shallow for real practitioners"), acknowledge it and explain the contribution model.
+5. **Link to specific skills** when answering questions. For example: "Here's the actual Volatility skill that covers that -- [link to SKILL.md]"
+6. **Avoid marketing language.** No "revolutionary," "game-changing," or "disrupting." Stick to factual descriptions of what the repo contains.
+7. **Be prepared for skepticism.** HN users will question whether AI agents can actually do security work. Have concrete examples ready showing how an agent uses a skill file.
diff --git a/launch/metrics-tracker.md b/launch/metrics-tracker.md
new file mode 100644
index 00000000..38e1b311
--- /dev/null
+++ b/launch/metrics-tracker.md
@@ -0,0 +1,129 @@
+# 30-Day Launch Metrics
+
+Track key growth metrics for the first 30 days after public launch.
+
+---
+
+## Targets from Playbook
+
+| Metric | Week 1 | Week 2 | Week 3 | Week 4 |
+|--------|--------|--------|--------|--------|
+| Stars | 150-400 | 400-800 | 800-1,200 | 1,200-2,000 |
+| Forks | 15-40 | 40-80 | 80-120 | 120-200 |
+| Contributors | 1-3 | 3-8 | 8-15 | 15-25 |
+| Unique Visitors | 500-1,000 | 1,000-2,500 | 2,000-4,000 | 3,000-6,000 |
+| Clones | 50-150 | 150-400 | 300-700 | 500-1,000 |
+| Issues Opened | 5-15 | 15-30 | 25-50 | 40-75 |
+| PRs Opened | 1-5 | 5-15 | 10-25 | 20-40 |
+| Awesome List PRs Accepted | 0-1 | 1-2 | 2-4 | 3-6 |
+
+---
+
+## Daily Actuals
+
+| Date | Day | Stars | Forks | Contributors | Unique Visitors | Clones | Issues | PRs | Notes |
+|------|-----|-------|-------|--------------|-----------------|--------|--------|-----|-------|
+| | 1 | | | | | | | | Launch day |
+| | 2 | | | | | | | | |
+| | 3 | | | | | | | | |
+| | 4 | | | | | | | | |
+| | 5 | | | | | | | | |
+| | 6 | | | | | | | | |
+| | 7 | | | | | | | | End of Week 1 |
+| | 8 | | | | | | | | |
+| | 9 | | | | | | | | |
+| | 10 | | | | | | | | |
+| | 11 | | | | | | | | |
+| | 12 | | | | | | | | |
+| | 13 | | | | | | | | |
+| | 14 | | | | | | | | End of Week 2 |
+| | 15 | | | | | | | | |
+| | 16 | | | | | | | | |
+| | 17 | | | | | | | | |
+| | 18 | | | | | | | | |
+| | 19 | | | | | | | | |
+| | 20 | | | | | | | | |
+| | 21 | | | | | | | | End of Week 3 |
+| | 22 | | | | | | | | |
+| | 23 | | | | | | | | |
+| | 24 | | | | | | | | |
+| | 25 | | | | | | | | |
+| | 26 | | | | | | | | |
+| | 27 | | | | | | | | |
+| | 28 | | | | | | | | End of Week 4 |
+| | 29 | | | | | | | | |
+| | 30 | | | | | | | | 30-day mark |
+
+---
+
+## Weekly Summary
+
+| Week | Stars (Total) | Stars (Delta) | Forks (Total) | Forks (Delta) | Contributors | Top Referrer | Notes |
+|------|--------------|---------------|---------------|----------------|--------------|-------------|-------|
+| 1 | | | | | | | |
+| 2 | | | | | | | |
+| 3 | | | | | | | |
+| 4 | | | | | | | |
+
+---
+
+## Traffic Sources
+
+Track where visitors come from (GitHub Insights > Traffic):
+
+| Source | Week 1 | Week 2 | Week 3 | Week 4 |
+|--------|--------|--------|--------|--------|
+| GitHub Search | | | | |
+| Direct / Bookmark | | | | |
+| Reddit | | | | |
+| Twitter/X | | | | |
+| Hacker News | | | | |
+| Awesome Lists | | | | |
+| LinkedIn | | | | |
+| Other | | | | |
+
+---
+
+## Content & Outreach Tracking
+
+| Action | Date | Platform | Link | Engagement | Notes |
+|--------|------|----------|------|------------|-------|
+| Launch post | | Reddit r/cybersecurity | | | |
+| Launch post | | Reddit r/netsec | | | |
+| Launch post | | Hacker News | | | |
+| Launch tweet | | Twitter/X | | | |
+| LinkedIn post | | LinkedIn | | | |
+| awesome-cybersecurity-agentic-ai PR | | GitHub | | | |
+| awesome-ai-security PR | | GitHub | | | |
+| awesome-security PR | | GitHub | | | |
+| Demo video 1 | | YouTube | | | |
+| Demo video 2 | | YouTube | | | |
+| Demo video 3 | | YouTube | | | |
+
+---
+
+## Milestones
+
+| Milestone | Target Date | Actual Date | Notes |
+|-----------|------------|-------------|-------|
+| First external star | Day 1 | | |
+| First external fork | Day 1-2 | | |
+| 100 stars | Week 1 | | |
+| First external issue | Week 1 | | |
+| First external PR | Week 1-2 | | |
+| First awesome list acceptance | Week 2 | | |
+| 500 stars | Week 2-3 | | |
+| First external contributor merged | Week 2-3 | | |
+| 1,000 stars | Week 3-4 | | |
+| Featured in newsletter/blog | Week 2-4 | | |
+| Conference talk accepted | Month 2+ | | |
+
+---
+
+## How to Collect Metrics
+
+- **Stars/Forks:** GitHub repo page or `gh api repos/mukul975/Anthropic-Cybersecurity-Skills`
+- **Unique Visitors/Clones:** GitHub Insights > Traffic (Settings > Insights, requires admin)
+- **Referrers:** GitHub Insights > Traffic > Referring sites
+- **Issues/PRs:** GitHub Issues/PR tabs or `gh issue list` / `gh pr list`
+- **Contributors:** `git shortlog -sn --all` or GitHub Insights > Contributors
diff --git a/launch/reddit-posts.md b/launch/reddit-posts.md
new file mode 100644
index 00000000..67470b20
--- /dev/null
+++ b/launch/reddit-posts.md
@@ -0,0 +1,196 @@
+# Reddit Launch Posts
+
+## Timing Guidance
+
+- Space posts **2 hours apart** to avoid spam detection and maximize individual post visibility.
+- Post **Tuesday through Thursday** for best engagement.
+- Optimal window: **9:00 AM - 12:00 PM EST**.
+- Suggested schedule: first post at 9:00 AM EST, second at 11:00 AM EST, third at 1:00 PM EST, then remaining posts over the following day.
+- Do NOT cross-post (use Reddit's crosspost feature). Write unique copy for each subreddit.
+
+---
+
+## 1. r/netsec (~540K subscribers) -- Technical Focus
+
+**Title:** Open-source database of 611+ structured cybersecurity skills for AI agents -- covers DFIR, malware analysis, cloud pentesting, and more
+
+**Body:**
+
+I've been building an open-source database of cybersecurity skills formatted for AI agent consumption. There are 611 skills across 24 subdomains, each following a structured YAML + Markdown format.
+
+What makes this different from a wiki or cheat sheet:
+
+- **Progressive disclosure architecture**: YAML frontmatter tells the agent WHEN to activate (trigger conditions, prerequisites), and the Markdown body provides the HOW (exact commands, tool flags, decision trees).
+- **Tool-specific, not generic**: Skills reference specific tools with real commands. "Analyzing Memory Dumps with Volatility" includes the actual `vol3` plugin sequence, not "use a memory forensics tool."
+- **Real references**: MITRE ATT&CK technique IDs, NIST control mappings, actual CVE numbers, CIS benchmark references.
+- **Practitioner scripts and templates**: Each skill can include helper scripts and filled-in report/checklist templates.
+
+Subdomain breakdown:
+- Cloud Security (48 skills) -- AWS, Azure, GCP specific
+- Threat Intelligence (43) -- STIX/TAXII, MISP, diamond model
+- Web App Security (41) -- OWASP Top 10, specific injection types
+- Threat Hunting (35) -- hypothesis-driven, ATT&CK-mapped
+- Malware Analysis (34) -- static, dynamic, reverse engineering
+- Digital Forensics (34) -- disk, memory, network, mobile
+- Plus 18 more subdomains
+
+Repo: https://github.com/mukul975/Anthropic-Cybersecurity-Skills
+
+Format follows the agentskills.io open standard. MIT licensed. Looking for practitioner contributors.
+
+---
+
+## 2. r/cybersecurity (~1M+ subscribers) -- Broader Audience
+
+**Title:** I built an open-source library of 611 cybersecurity skills that AI agents can actually use -- from memory forensics to cloud pentesting
+
+**Body:**
+
+AI coding agents like Claude Code and GitHub Copilot are increasingly used for security tasks, but they lack structured cybersecurity knowledge. When you ask them to analyze a suspicious process or triage a SIEM alert, you get generic advice instead of the specific Volatility plugin, Splunk query, or Nessus configuration a practitioner would use.
+
+I built an open-source database of 611 cybersecurity skills designed to give AI agents real practitioner-level knowledge.
+
+**What each skill includes:**
+- When to use it (and when NOT to)
+- Tool-specific prerequisites
+- Step-by-step workflows with exact commands
+- References to MITRE ATT&CK, NIST, CIS benchmarks
+- Helper scripts and report templates
+
+**Coverage across 24 subdomains:**
+Cloud Security, Threat Intelligence, Web App Security, Threat Hunting, Malware Analysis, Digital Forensics, SOC Operations, Network Security, IAM, OT/ICS Security, API Security, Container Security, Vulnerability Management, Red Teaming, Incident Response, Penetration Testing, Zero Trust, Phishing Defense, Endpoint Security, DevSecOps, Cryptography, Mobile Security, Ransomware Defense, Compliance & Governance.
+
+The skills use a "progressive disclosure" format -- the YAML frontmatter gives the agent enough context to know when to activate, and the full body has the detailed procedure.
+
+Repo: https://github.com/mukul975/Anthropic-Cybersecurity-Skills
+
+MIT licensed. Looking for contributors, especially from practitioners who want to encode their expertise into a format AI agents can use.
+
+---
+
+## 3. r/blueteamsec (~34K subscribers) -- Defensive Focus
+
+**Title:** Open-source skill library for AI-assisted blue team operations -- 611 skills covering DFIR, threat hunting, SOC operations, and detection engineering
+
+**Body:**
+
+Built an open-source database of 611 cybersecurity skills structured for AI agent consumption, with strong coverage of defensive operations:
+
+**Blue team coverage:**
+- **Threat Hunting (35 skills)**: Hypothesis-driven hunts for beaconing, LOLBins, persistence mechanisms, DNS tunneling, lateral movement, supply chain compromise
+- **SOC Operations (33 skills)**: Alert triage, detection rule building (Sigma, Splunk SPL), SOAR playbooks, escalation matrices, metrics/KPI tracking
+- **Incident Response (24 skills)**: Containment procedures, forensic collection, timeline reconstruction, ransomware response, lessons learned
+- **Digital Forensics (34 skills)**: Memory forensics with Volatility, disk analysis with Autopsy, network forensics with Wireshark/Zeek, timeline analysis with Plaso
+- **Threat Intelligence (43 skills)**: STIX/TAXII integration, MISP feeds, IOC enrichment, threat actor profiling, diamond model analysis
+- **Detection Engineering**: Sigma rules, Splunk SPL queries, Suricata rules, Zeek scripts
+
+Each skill includes the exact tool commands, decision trees, and real framework references (MITRE ATT&CK techniques, NIST controls) that a practitioner would use.
+
+The format is designed so AI agents (Claude Code, Copilot, etc.) can use these skills to assist with real security work -- not replace analysts, but give them an AI assistant that actually knows the right Volatility plugin or Splunk query.
+
+Repo: https://github.com/mukul975/Anthropic-Cybersecurity-Skills
+
+MIT licensed. Contributions welcome -- especially from SOC analysts and IR practitioners.
+
+---
+
+## 4. r/hacking
+
+**Title:** 611 cybersecurity skills structured for AI agents -- open-source, covers pentesting, red teaming, malware analysis, forensics, and more
+
+**Body:**
+
+Open-sourced a database of 611 cybersecurity skills that AI agents can use to assist with real security work.
+
+Skills cover both offensive and defensive domains:
+- **Penetration Testing (23 skills)**: Web app, network, cloud, mobile, AD, wireless
+- **Red Teaming (24 skills)**: C2 infrastructure, lateral movement, persistence, AD attack paths
+- **Malware Analysis (34 skills)**: Reverse engineering with Ghidra, dynamic analysis with CAPE/Cuckoo, packed malware unpacking
+- **Web App Security (41 skills)**: SQLi, XSS, SSRF, deserialization, race conditions, request smuggling
+- **Network Security (33 skills)**: Nmap, Wireshark, Suricata, Zeek, ARP spoofing, VLAN hopping
+
+Each skill has real commands, not pseudocode. The Metasploit skill has actual `msfconsole` commands. The SQLMap skill has actual flags and tamper scripts. The Bloodhound skill has actual Cypher queries.
+
+Format: YAML frontmatter + structured Markdown. Follows the agentskills.io open standard.
+
+Repo: https://github.com/mukul975/Anthropic-Cybersecurity-Skills
+
+MIT licensed. PRs welcome.
+
+---
+
+## 5. r/redteamsec
+
+**Title:** Open-source AI agent skills for red team operations -- AD attack paths, C2 infrastructure, lateral movement, persistence techniques
+
+**Body:**
+
+I built a structured skill database for AI agents that includes significant red team coverage:
+
+- **Red Teaming (24 skills)**: C2 with Sliver/Havoc, AD attack simulation, engagement planning, purple team exercises
+- **Penetration Testing (23 skills)**: Full-scope pentesting, AD pentesting, cloud pentesting with Pacu/ScoutSuite, wireless with Aircrack-ng
+- **Active Directory**: Bloodhound CE, Kerberoasting with Impacket, DCSync, constrained delegation abuse, NoPac, Zerologon, certificate services ESC1
+- **Web exploitation**: SQLi, SSRF, deserialization, template injection, prototype pollution, request smuggling, race conditions
+
+Each skill is structured with YAML frontmatter (triggers, prerequisites, tags) and a Markdown body with exact tool commands, decision trees, and MITRE ATT&CK mappings.
+
+The idea: give AI agents the structured knowledge to assist with authorized security testing, not replace operators but augment them with instant recall of the right tool flag or attack chain.
+
+Repo: https://github.com/mukul975/Anthropic-Cybersecurity-Skills
+
+MIT licensed. Would especially appreciate contributions from red teamers on evasion techniques and emerging TTPs.
+
+---
+
+## 6. r/artificial
+
+**Title:** Built 611 cybersecurity skills for AI agents -- how structured knowledge databases can make AI actually useful for specialized domains
+
+**Body:**
+
+AI coding agents (Claude Code, Cursor, GitHub Copilot) are powerful at general software engineering, but they struggle with specialized domains like cybersecurity. Ask them to analyze a memory dump and you get vague advice. Give them a structured skill file with the exact Volatility plugin sequence and decision tree, and they become genuinely useful.
+
+I built an open-source database of 611 cybersecurity skills structured for AI agent consumption:
+
+**The core insight: progressive disclosure**
+
+The skills use a two-layer architecture:
+1. **YAML frontmatter** -- Tells the agent WHEN to activate: skill name, description, domain/subdomain, tags. This is what gets indexed and matched against user queries.
+2. **Markdown body** -- The HOW: step-by-step workflows with exact commands, tool flags, decision trees, validation steps. Only loaded when the skill activates.
+
+This mirrors how human expertise works -- a senior analyst doesn't consciously think through every step of memory forensics until they need to, but they know instantly when it's the right approach.
+
+**24 subdomains, 611 skills** covering cloud security, malware analysis, threat hunting, incident response, penetration testing, red teaming, and more.
+
+The format follows the agentskills.io open standard, so any agent framework can index and use these skills.
+
+Repo: https://github.com/mukul975/Anthropic-Cybersecurity-Skills
+
+Interested in the broader question: how do we build domain-specific knowledge layers for AI agents? Cybersecurity is just one domain -- the same pattern could work for medicine, law, finance, etc.
+
+---
+
+## 7. r/opensource
+
+**Title:** Open-sourced 611 cybersecurity skills for AI agents -- MIT licensed, structured for any agent framework
+
+**Body:**
+
+I've open-sourced a database of 611 cybersecurity skills designed for AI agent consumption.
+
+**Why this exists:** AI agents are increasingly used for security tasks, but they lack the structured, tool-specific knowledge that practitioners have. This database encodes that knowledge in a format any AI agent can use.
+
+**What's in it:**
+- 611 skills across 24 cybersecurity subdomains
+- Each skill: YAML frontmatter + structured Markdown with real commands
+- References to MITRE ATT&CK, NIST, CIS benchmarks
+- Helper scripts and report templates
+- Follows the agentskills.io open standard
+
+**Tech stack:** Pure Markdown + YAML. No build system, no dependencies. Any tool that can read files can use these skills.
+
+**License:** MIT
+
+**Contributing:** Looking for cybersecurity practitioners who want to improve existing skills or add new ones. The format is simple -- if you can write a runbook, you can contribute a skill.
+
+Repo: https://github.com/mukul975/Anthropic-Cybersecurity-Skills
diff --git a/launch/twitter-thread.md b/launch/twitter-thread.md
new file mode 100644
index 00000000..609b871f
--- /dev/null
+++ b/launch/twitter-thread.md
@@ -0,0 +1,89 @@
+# Twitter/X Launch Thread
+
+Post as a thread. Pin the first tweet. Include the repo link in tweet 1 and tweet 7.
+
+---
+
+## Tweet 1 (268 characters)
+
+I just open-sourced 611 cybersecurity skills for AI agents.
+
+From malware analysis with Volatility to cloud pentesting with Pacu -- structured so Claude Code, Copilot, and any AI agent can use them.
+
+MIT licensed. All 24 subdomains of cybersecurity.
+
+github.com/mukul975/Anthropic-Cybersecurity-Skills
+
+---
+
+## Tweet 2 (277 characters)
+
+The problem: AI agents are great at coding but terrible at cybersecurity.
+
+Ask Claude to analyze a memory dump and you get generic advice.
+
+Give it a structured skill with the exact Volatility plugin sequence, and it gives you the precise commands a senior analyst would use.
+
+---
+
+## Tweet 3 (270 characters)
+
+Each skill uses progressive disclosure:
+
+YAML frontmatter = WHEN to activate (triggers, domain, tags)
+Markdown body = HOW to execute (exact commands, decision trees, validation)
+
+The agent loads the frontmatter for routing, then the full body only when it needs the details.
+
+---
+
+## Tweet 4 (280 characters)
+
+611 skills across 24 subdomains:
+
+- Cloud Security (48)
+- Threat Intelligence (43)
+- Web App Security (41)
+- Threat Hunting (35)
+- Malware Analysis (34)
+- Digital Forensics (34)
+- SOC Operations (33)
+- Network Security (33)
+- IAM (33)
+- OT/ICS Security (28)
+- And 14 more
+
+---
+
+## Tweet 5 (257 characters)
+
+These aren't generic cheat sheets. Every skill has:
+
+- Real tool commands (not "use a scanner")
+- MITRE ATT&CK technique IDs
+- NIST/CIS benchmark references
+- Decision trees for edge cases
+- Practitioner helper scripts
+- Filled-in report templates
+
+---
+
+## Tweet 6 (243 characters)
+
+Why this matters for the security industry:
+
+AI agents will increasingly assist with security work. The question isn't IF but HOW WELL.
+
+Structured skill databases are how we go from "vaguely helpful AI" to "AI that knows the right Splunk query for T1059.001."
+
+---
+
+## Tweet 7 (248 characters)
+
+The repo is MIT licensed and follows the agentskills.io open standard.
+
+Looking for contributors -- especially practitioners who want to encode their expertise for AI agents.
+
+If you write runbooks, you can write skills.
+
+github.com/mukul975/Anthropic-Cybersecurity-Skills
diff --git a/mappings/README.md b/mappings/README.md
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+# Security Framework Mappings
+
+This directory maps the 607+ cybersecurity skills in this repository to industry-standard security frameworks, enabling practitioners and AI agents to discover relevant skills through the lens of established security models.
+
+## Supported Frameworks
+
+### MITRE ATT&CK v15
+
+The [MITRE ATT&CK](https://attack.mitre.org/) framework is a globally accessible knowledge base of adversary tactics and techniques based on real-world observations. Skills are mapped to:
+
+- **Tactics** (TA00xx) -- the adversary's tactical goals during an operation
+- **Techniques** (T1xxx) -- the specific methods used to achieve those goals
+- **Sub-techniques** (T1xxx.xxx) -- more granular variations of techniques
+
+See [`mitre-attack/`](mitre-attack/) for the full mapping and coverage analysis.
+
+### NIST Cybersecurity Framework 2.0
+
+The [NIST CSF 2.0](https://www.nist.gov/cyberframework) provides a taxonomy of high-level cybersecurity outcomes organized into 6 core functions:
+
+| Function | Code | Description |
+|----------|------|-------------|
+| Govern | GV | Establishing and monitoring cybersecurity risk management strategy |
+| Identify | ID | Understanding organizational cybersecurity risk |
+| Protect | PR | Safeguarding assets through security controls |
+| Detect | DE | Finding and analyzing cybersecurity events |
+| Respond | RS | Taking action regarding detected incidents |
+| Recover | RC | Restoring capabilities after an incident |
+
+See [`nist-csf/`](nist-csf/) for the full alignment and category mapping.
+
+### OWASP Top 10 (2025)
+
+The [OWASP Top 10](https://owasp.org/www-project-top-ten/) represents the most critical security risks to web applications. Skills are mapped to each risk category to provide hands-on remediation and testing capabilities.
+
+See [`owasp/`](owasp/) for the full mapping.
+
+## How Mappings Work
+
+Each skill in this repository has YAML frontmatter with `domain`, `subdomain`, and `tags` fields. Framework mappings aggregate skills by subdomain relevance and tag correlation:
+
+```
+Skill YAML frontmatter
+ -> subdomain (e.g., "penetration-testing")
+ -> tags (e.g., ["mitre-attack", "privilege-escalation"])
+ -> Framework mapping (e.g., ATT&CK TA0004 Privilege Escalation)
+```
+
+Mappings are maintained at the subdomain level for scalability. Individual skills may also carry framework-specific tags in their frontmatter for precise lookups.
+
+## Subdomain Distribution (607 skills)
+
+| Subdomain | Skills | Primary Frameworks |
+|-----------|--------|--------------------|
+| cloud-security | 48 | ATT&CK, NIST CSF |
+| threat-intelligence | 43 | ATT&CK, NIST CSF |
+| web-application-security | 41 | ATT&CK, OWASP |
+| threat-hunting | 35 | ATT&CK, NIST CSF |
+| digital-forensics | 34 | ATT&CK, NIST CSF |
+| malware-analysis | 34 | ATT&CK, NIST CSF |
+| identity-access-management | 33 | ATT&CK, NIST CSF |
+| network-security | 33 | ATT&CK, NIST CSF |
+| soc-operations | 33 | ATT&CK, NIST CSF |
+| api-security | 28 | OWASP, ATT&CK |
+| ot-ics-security | 28 | ATT&CK (ICS), NIST CSF |
+| container-security | 26 | ATT&CK, NIST CSF |
+| incident-response | 24 | ATT&CK, NIST CSF |
+| vulnerability-management | 24 | ATT&CK, NIST CSF, OWASP |
+| penetration-testing | 23 | ATT&CK |
+| red-teaming | 24 | ATT&CK |
+| devsecops | 16 | NIST CSF, OWASP |
+| endpoint-security | 16 | ATT&CK, NIST CSF |
+| phishing-defense | 16 | ATT&CK, NIST CSF |
+| cryptography | 13 | NIST CSF |
+| zero-trust-architecture | 13 | NIST CSF |
+| mobile-security | 12 | ATT&CK (Mobile), OWASP |
+| compliance-governance | 5 | NIST CSF |
+| ransomware-defense | 5 | ATT&CK, NIST CSF |
+
+## Contributing
+
+To add or update a framework mapping:
+
+1. Identify the skill subdomain and relevant framework category
+2. Update the corresponding mapping file in the framework directory
+3. Ensure the skill's YAML frontmatter tags reflect the mapping
+4. Submit a pull request with the mapping justification
diff --git a/mappings/mitre-attack/README.md b/mappings/mitre-attack/README.md
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+# MITRE ATT&CK Mapping
+
+This directory maps the cybersecurity skills in this repository to the [MITRE ATT&CK](https://attack.mitre.org/) framework (Enterprise v15).
+
+## Overview
+
+MITRE ATT&CK is a curated knowledge base and model for cyber adversary behavior, reflecting the various phases of an adversary's lifecycle and the platforms they target. This mapping connects our hands-on skills to ATT&CK tactics and techniques, enabling:
+
+- **Threat-informed defense** -- prioritize skill development based on real adversary behavior
+- **Gap analysis** -- identify ATT&CK techniques not yet covered by available skills
+- **Purple team exercises** -- pair offensive (red team) and defensive (blue team) skills for each technique
+- **Agent-driven discovery** -- AI agents can query skills by ATT&CK ID for automated security workflows
+
+## Mapping Methodology
+
+### Tactic Mapping (TA00xx)
+
+Each of the 14 ATT&CK Enterprise tactics represents a distinct adversary objective. Skills are mapped to tactics based on which adversary goal they help achieve (offensive) or defend against (defensive):
+
+| Tactic | ID | Offensive Skills | Defensive Skills |
+|--------|-----|-----------------|------------------|
+| Reconnaissance | TA0043 | penetration-testing, red-teaming | threat-intelligence, phishing-defense |
+| Resource Development | TA0042 | red-teaming | threat-intelligence |
+| Initial Access | TA0001 | web-application-security, penetration-testing | phishing-defense, endpoint-security |
+| Execution | TA0002 | penetration-testing, red-teaming | malware-analysis, endpoint-security, soc-operations |
+| Persistence | TA0003 | red-teaming, penetration-testing | threat-hunting, digital-forensics, endpoint-security |
+| Privilege Escalation | TA0004 | penetration-testing, red-teaming | endpoint-security, identity-access-management |
+| Defense Evasion | TA0005 | red-teaming | malware-analysis, endpoint-security, threat-hunting |
+| Credential Access | TA0006 | penetration-testing, red-teaming | identity-access-management, soc-operations |
+| Discovery | TA0007 | penetration-testing, red-teaming | threat-hunting, network-security |
+| Lateral Movement | TA0008 | red-teaming, penetration-testing | network-security, threat-hunting, soc-operations |
+| Collection | TA0009 | red-teaming | digital-forensics, threat-hunting |
+| Command and Control | TA0011 | red-teaming | threat-intelligence, network-security, soc-operations |
+| Exfiltration | TA0010 | red-teaming | threat-hunting, digital-forensics, network-security |
+| Impact | TA0040 | red-teaming | ransomware-defense, incident-response |
+
+### Technique Mapping (T1xxx)
+
+Skills are mapped to specific techniques based on their content. Examples:
+
+| Technique | ID | Example Skills |
+|-----------|-----|---------------|
+| Phishing | T1566 | analyzing-phishing-email-headers, analyzing-certificate-transparency-for-phishing |
+| Exploit Public-Facing Application | T1190 | web-application-security skills (SQL injection, XSS, SSRF) |
+| OS Credential Dumping | T1003 | penetration-testing credential harvesting skills |
+| PowerShell | T1059.001 | analyzing-windows-event-logs-in-splunk, malware-analysis skills |
+| Remote Services | T1021 | network-security lateral movement skills |
+| Data Encrypted for Impact | T1486 | analyzing-ransomware-encryption-mechanisms |
+| Command and Scripting Interpreter | T1059 | malware-analysis script deobfuscation skills |
+| Scheduled Task/Job | T1053 | analyzing-malware-persistence-with-autoruns |
+| Registry Run Keys | T1547.001 | analyzing-windows-registry-for-artifacts |
+| DLL Side-Loading | T1574.002 | analyzing-bootkit-and-rootkit-samples |
+
+### Sub-technique Mapping (T1xxx.xxx)
+
+Where applicable, skills are mapped to sub-techniques for precision. For example:
+
+- `T1566.001` (Spearphishing Attachment) -- analyzing-email-headers-for-phishing-investigation
+- `T1566.002` (Spearphishing Link) -- analyzing-certificate-transparency-for-phishing
+- `T1003.001` (LSASS Memory) -- analyzing-memory-dumps-with-volatility
+
+## ATT&CK Navigator Integration
+
+You can visualize our skill coverage using the [ATT&CK Navigator](https://mitre-attack.github.io/attack-navigator/). To generate a Navigator layer:
+
+1. Use the coverage summary in [`coverage-summary.md`](coverage-summary.md) to identify covered tactics
+2. Import the tactic/technique IDs into a Navigator layer JSON
+3. Color-code by coverage depth (number of skills per technique)
+
+### Suggested Color Scale
+
+| Coverage | Color | Meaning |
+|----------|-------|---------|
+| 0 skills | White | No coverage -- gap |
+| 1-2 skills | Light blue | Basic coverage |
+| 3-5 skills | Medium blue | Moderate coverage |
+| 6+ skills | Dark blue | Strong coverage |
+
+## Skill Tag Convention
+
+Skills relevant to ATT&CK carry these tags in their YAML frontmatter:
+
+- `mitre-attack` -- general ATT&CK relevance (56 skills currently tagged)
+- Technique-specific tags like `privilege-escalation`, `lateral-movement`, `persistence`
+- Tool-specific tags that map to ATT&CK software entries (e.g., `cobalt-strike`, `mimikatz`)
+
+## How to Contribute Mappings
+
+1. **Identify the skill** -- Read the skill's SKILL.md to understand what it teaches
+2. **Find the ATT&CK technique** -- Search [attack.mitre.org](https://attack.mitre.org/) for the matching technique
+3. **Determine offensive vs. defensive** -- Is the skill about performing or detecting/preventing the technique?
+4. **Update the mapping** -- Add the technique ID to the appropriate table in this directory
+5. **Update skill tags** -- Add `mitre-attack` and technique-specific tags to the skill's frontmatter
+6. **Submit a PR** -- Include the ATT&CK technique URL as justification
+
+## References
+
+- [MITRE ATT&CK Enterprise Matrix](https://attack.mitre.org/matrices/enterprise/)
+- [MITRE ATT&CK Navigator](https://mitre-attack.github.io/attack-navigator/)
+- [ATT&CK v15 Release Notes](https://attack.mitre.org/resources/updates/)
+- [MITRE ATT&CK for ICS](https://attack.mitre.org/matrices/ics/) -- relevant for ot-ics-security skills
+- [MITRE ATT&CK for Mobile](https://attack.mitre.org/matrices/mobile/) -- relevant for mobile-security skills