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Testing Handbook Generator

Trail of BitsOfficialPublished by Trail of Bits

  • Skill
  • Workflow
  • Agent tooling
  • CC-BY-SA-4.0
  • No issues found

From the author

Generates Claude Code skills from the Trail of Bits Testing Handbook (appsec.guide), analyzing handbook pages and emitting SKILL.md files with the structure each skill type requires. Use when creating or refreshing a skill from handbook content, or when the user names the testing handbook or appsec.guide. Not for answering security testing questions — the generated skills cover those.
— the description by Trail of Bits

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

The testing-handbook-generator is a workflow-based skill designed to transform content from the Trail of Bits Testing Handbook into structured Claude Code skills. It follows a multi-phase process that includes handbook discovery, planning, two-pass content generation, and validation. The skill ensures that generated documentation adheres to specific templates based on the handbook section type, such as tools, fuzzers, techniques, or domains. It also manages cross-references between generated skills and updates repository documentation to maintain consistency.

What it does

  • Analyzes the Trail of Bits Testing Handbook to identify potential skills.
  • Generates structured SKILL.md files using predefined templates.
  • Executes a two-pass generation process to handle cross-references between skills.
  • Validates generated skills and their cross-references using automated scripts.
  • Updates the repository README and cross-reference graphs.
  • Supports regeneration of individual skills from specific handbook sections.

When to use it

  • When you need to create new security testing skills derived from the appsec.guide handbook.
  • When you need to refresh existing skills based on updates to the handbook content.
  • When you are performing bulk skill generation or maintenance within the plugin structure.
  • When a user explicitly references the testing handbook or appsec.guide.

Advantages

  • Ensures consistent structure across all generated security skills.
  • Automates the complex task of managing inter-skill dependencies.
  • Provides a clear workflow for validating and integrating new skills into the repository.
  • Reduces manual effort in maintaining documentation and cross-references.

Usage examples

“Generate skills from the testing handbook”
The agent initiates the discovery phase, scans the handbook, presents a generation plan for approval, and proceeds to create the skills.
“Create a skill for the libFuzzer section”
The agent reads the specific libFuzzer handbook section, applies the fuzzer-skill template, and generates the corresponding SKILL.md file.
“Regenerate the semgrep skill from the handbook”
The agent re-reads the relevant handbook section, overwrites the existing semgrep SKILL.md, and updates cross-references.

Install

  1. Download the skill as a ZIP:

    https://mp-staging.autogineer.com/agent-skills/trailofbits/testing-handbook-generator/download
  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip testing-handbook-generator.zip -d .agents/skills

Documentation by Trail of Bits

Testing Handbook Skill Generator

Generate and maintain Claude Code skills from the Trail of Bits Testing Handbook.

When to Use

Invoke this skill when:

  • Creating new security testing skills from handbook content

  • User mentions "testing handbook", "appsec.guide", or asks about generating skills

  • Bulk skill generation or refresh is needed

Do NOT use for:

  • General security testing questions (use the generated skills)

  • Non-handbook skill creation

Handbook Location

The skill needs the Testing Handbook repository. See discovery.md for full details.

Quick reference: Check ./testing-handbook, ../testing-handbook, ~/testing-handbook → ask user → clone as last resort.

Repository: https://github.com/trailofbits/testing-handbook

Workflow Overview

Phase 0: Setup              Phase 1: Discovery
┌─────────────────┐        ┌─────────────────┐
│ Locate handbook │   →    │ Analyze handbook│
│ - Find or clone │        │ - Scan sections │
│ - Confirm path  │        │ - Classify types│
└─────────────────┘        └─────────────────┘
         ↓                          ↓
Phase 3: Generation        Phase 2: Planning
┌─────────────────┐        ┌─────────────────┐
│ TWO-PASS GEN    │   ←    │ Generate plan   │
│ Pass 1: Content │        │ - New skills    │
│ Pass 2: X-refs  │        │ - Updates       │
│ - Write to gen/ │        │ - Present user  │
└─────────────────┘        └─────────────────┘
         ↓
Phase 4: Testing           Phase 5: Finalize
┌─────────────────┐        ┌─────────────────┐
│ Validate skills │   →    │ Post-generation │
│ - Run validator │        │ - Update README │
│ - Test activation│       │ - Update X-refs │
│ - Fix issues    │        │ - Self-improve  │
└─────────────────┘        └─────────────────┘

Scope Restrictions

ONLY modify these locations:

  • plugins/testing-handbook-skills/skills/[skill-name]/* - Generated skills (as siblings to testing-handbook-generator)

  • plugins/testing-handbook-skills/skills/testing-handbook-generator/* - Self-improvement

  • Repository root README.md - Add generated skills to table

NEVER modify or analyze:

  • Other plugins (plugins/property-based-testing/, plugins/static-analysis/, etc.)

  • Other skills outside this plugin

Do not scan or pull into context any skills outside of testing-handbook-skills/. Generate skills based solely on handbook content and resources referenced from it.

Quick Reference

Section → Skill Type Mapping
Handbook SectionSkill TypeTemplate
/static-analysis/[tool]/Tool Skilltool-skill.md
/fuzzing/[lang]/[fuzzer]/Fuzzer Skillfuzzer-skill.md
/fuzzing/techniques/Technique Skilltechnique-skill.md
/crypto/[tool]/Domain Skilldomain-skill.md
/web/[tool]/Tool Skilltool-skill.md
Skill Candidate Signals
SignalIndicates
_index.md with bookCollapseSection: trueMajor tool/topic
Numbered files (00-, 10-, 20-)Structured content
techniques/ subsectionMethodology content
99-resources.md or 91-resources.mdHas external links
Exclusion Signals
SignalAction
draft: true in frontmatterSkip section
Empty directorySkip section
Template/placeholder fileSkip section
GUI-only tool (e.g., web/burp/)Skip section (Claude cannot operate GUI tools)

Decision Tree

Starting skill generation?

├─ Need to analyze handbook and build plan?
│  └─ Read: discovery.md
│     (Handbook analysis methodology, plan format)
│
├─ Spawning skill generation agents?
│  └─ Read: agent-prompt.md
│     (Full prompt template, variable reference, validation checklist)
│
├─ Generating a specific skill type?
│  └─ Read appropriate template:
│     ├─ Tool (Semgrep, CodeQL) → templates/tool-skill.md
│     ├─ Fuzzer (libFuzzer, AFL++) → templates/fuzzer-skill.md
│     ├─ Technique (harness, coverage) → templates/technique-skill.md
│     └─ Domain (crypto, web) → templates/domain-skill.md
│
├─ Validating generated skills?
│  └─ Run: scripts/validate-skills.py
│     Then read: testing.md for activation testing
│
├─ Finalizing after generation?
│  └─ See: Post-Generation Tasks below
│     (Update main README, update Skills Cross-Reference, self-improvement)
│
└─ Quick generation from specific section?
   └─ Use Quick Reference above, apply template directly

Two-Pass Generation (Phase 3)

Generation uses a two-pass approach to solve forward reference problems (skills referencing other skills that don't exist yet).

Pass 1: Content Generation (Parallel)

Generate all skills in parallel without the Related Skills section:

Pass 1 - Generating 5 skills in parallel:
├─ Agent 1: libfuzzer (fuzzer) → skills/libfuzzer/SKILL.md
├─ Agent 2: aflpp (fuzzer) → skills/aflpp/SKILL.md
├─ Agent 3: semgrep (tool) → skills/semgrep/SKILL.md
├─ Agent 4: harness-writing (technique) → skills/harness-writing/SKILL.md
└─ Agent 5: wycheproof (domain) → skills/wycheproof/SKILL.md

Each agent uses: pass=1 (content only, Related Skills left empty)

Pass 1 agents:

  • Generate all sections EXCEPT Related Skills

  • Leave a placeholder: ## Related Skills\n\n<!-- PASS2: populate after all skills exist -->

  • Output report includes references: DEFERRED

Pass 2: Cross-Reference Population (Sequential)

After all Pass 1 agents complete, run Pass 2 to populate Related Skills:

Pass 2 - Populating cross-references:
├─ Read all generated skill names from skills/*/SKILL.md
├─ For each skill, determine related skills based on:
│   ├─ related_sections from discovery (handbook structure)
│   ├─ Skill type relationships (fuzzers → techniques)
│   └─ Explicit mentions in content
└─ Update each SKILL.md's Related Skills section

Pass 2 process:

  1. Collect all generated skill names: ls -d skills/*/SKILL.md

  2. For each skill, identify related skills using the mapping from discovery

  3. Edit each SKILL.md to replace the placeholder with actual links

  4. Validate cross-references exist (no broken links)

Agent Prompt Template

See agent-prompt.md for the full prompt template with:

  • Variable substitution reference (including pass variable)

  • Pre-write validation checklist

  • Hugo shortcode conversion rules

  • Line count splitting rules

  • Error handling guidance

  • Output report format

Collecting Results

After Pass 1: Aggregate output reports, verify all skills generated. After Pass 2: Run validator to check cross-references.

Handling Agent Failures

If an agent fails or produces invalid output:

Failure TypeDetectionRecovery Action
Agent crashedNo output reportRe-run single agent with same inputs
Validation failedOutput report shows errorsCheck gaps/warnings, manually patch or re-run
Wrong skill typeContent doesn't match templateRe-run with corrected type parameter
Missing contentOutput report lists gapsAccept if minor, or provide additional related_sections
Pass 2 broken refValidator shows missing skillCheck if skill was skipped, update reference

Important: Do NOT re-run the entire parallel batch for a single agent failure. Fix individual failures independently.

Single-Skill Regeneration

To regenerate a single skill without re-running the entire batch:

# Regenerate single skill (Pass 1 - content only)
"Use testing-handbook-generator to regenerate the {skill-name} skill from section {section_path}"

# Example:
"Use testing-handbook-generator to regenerate the libfuzzer skill from section fuzzing/c-cpp/10-libfuzzer"

Regeneration workflow:

  1. Re-read the handbook section for fresh content

  2. Apply the appropriate template

  3. Write to skills/{skill-name}/SKILL.md (overwrites existing)

  4. Re-run Pass 2 for that skill only to update cross-references

  5. Run validator on the single skill: uv run scripts/validate-skills.py --skill {skill-name}

Output Location

Generated skills are written to:

skills/[skill-name]/SKILL.md

Each skill gets its own directory for potential supporting files (as siblings to testing-handbook-generator).

Quality Checklist

Before delivering generated skills:

  • [ ] All handbook sections analyzed (Phase 1)

  • [ ] Plan presented to user before generation (Phase 2)

  • [ ] Parallel agents launched - one per skill (Phase 3)

  • [ ] Templates applied correctly per skill type

  • [ ] Validator passes: uv run scripts/validate-skills.py

  • [ ] Activation testing passed - see testing.md

  • [ ] Main README.md updated with generated skills table

  • [ ] README.md Skills Cross-Reference graph updated

  • [ ] Self-improvement notes captured

  • [ ] User notified with summary

Post-Generation Tasks

1. Update Main README

After generating skills, update the repository's main README.md to list them.

Format: Add generated skills to the same "Available Plugins" table, directly after testing-handbook-skills. Use plain text testing-handbook-generator as the author (no link).

Example:

| Plugin | Description | Author |
|--------|-------------|--------|
| ... other plugins ... |
| [testing-handbook-skills](plugins/testing-handbook-skills/) | Meta-skill that generates skills from the Testing Handbook | Paweł Płatek |
| [libfuzzer](plugins/testing-handbook-skills/skills/libfuzzer/) | Coverage-guided fuzzing with libFuzzer for C/C++ | testing-handbook-generator |
| [aflpp](plugins/testing-handbook-skills/skills/aflpp/) | Multi-core fuzzing with AFL++ | testing-handbook-generator |
| [semgrep](plugins/testing-handbook-skills/skills/semgrep/) | Fast static analysis for finding bugs | testing-handbook-generator |
2. Update Skills Cross-Reference

After generating skills, update the README.md's Skills Cross-Reference section with the mermaid graph showing skill relationships.

Process:

  1. Read each generated skill's SKILL.md and extract its ## Related Skills section

  2. Build the mermaid graph with nodes grouped by skill type (Fuzzers, Techniques, Tools, Domain)

  3. Add edges based on the Related Skills relationships:

    • Solid arrows (-->) for primary technique dependencies

    • Dashed arrows (-.->) for alternative tool suggestions

  4. Replace the existing mermaid code block in README.md

Edge classification:

RelationshipArrow StyleExample
Fuzzer → Technique-->libfuzzer --> harness-writing
Tool → Tool (alternative)-.->semgrep -.-> codeql
Fuzzer → Fuzzer (alternative)-.->libfuzzer -.-> aflpp
Technique → Technique-->harness-writing --> coverage-analysis

Validation: After updating, run validate-skills.py to verify all referenced skills exist.

3. Self-Improvement

After each generation run, reflect on what could improve future runs.

Capture improvements to:

  • Templates (missing sections, better structure)

  • Discovery logic (missed patterns, false positives)

  • Content extraction (shortcodes not handled, formatting issues)

Update process:

  1. Note issues encountered during generation

  2. Identify patterns that caused problems

  3. Update relevant files:

    • SKILL.md - Workflow, decision tree, quick reference updates

    • templates/*.md - Template improvements

    • discovery.md - Detection logic updates

    • testing.md - New validation checks

  4. Document the improvement in commit message

Example self-improvement:

Issue: libFuzzer skill missing sanitizer flags table
Fix: Updated templates/fuzzer-skill.md to include ## Compiler Flags section

Example Usage

Full Discovery and Generation
User: "Generate skills from the testing handbook"

1. Locate handbook (check common locations, ask user, or clone)
2. Read discovery.md for methodology
3. Scan handbook at {handbook_path}/content/docs/
4. Build candidate list with types
5. Present plan to user
6. On approval, generate each skill using appropriate template
7. Validate generated skills
8. Update main README.md with generated skills table
9. Update README.md Skills Cross-Reference graph from Related Skills sections
10. Self-improve: note any template/discovery issues for future runs
11. Report results
Single Section Generation
User: "Create a skill for the libFuzzer section"

1. Read /testing-handbook/content/docs/fuzzing/c-cpp/10-libfuzzer/
2. Identify type: Fuzzer Skill
3. Read templates/fuzzer-skill.md
4. Extract content, apply template
5. Write to skills/libfuzzer/SKILL.md
6. Validate and report

Tips

Do:

  • Always present plan before generating

  • Use appropriate template for skill type

  • Preserve code blocks exactly

  • Validate after generation

Don't:

  • Generate without user approval

  • Skip fetching non-video external resources (use WebFetch)

  • Fetch video URLs (YouTube, Vimeo - titles only)

  • Include handbook images directly

  • Skip validation step

  • Exceed 500 lines per SKILL.md


For first-time use: Start with discovery.md to understand the handbook analysis process.

For template reference: See templates/ directory for skill type templates.

For validation: See testing.md for quality assurance methodology.

Files

templates/tool-skill.md

Tool Skill Template

Use this template for static analysis tools (Semgrep, CodeQL) and similar standalone CLI tools.

Template Structure

---
name: {tool-name-lowercase}
type: tool
description: "{What the tool does for the reader, leading with the task rather than defining the tool}. Covers {the concrete commands, config files, and output formats}. Use when {the situations a user describes, in the words they would type — the file in front of them, the error, the question}."
---

# {Tool Name}

{Brief introduction from handbook _index.md - 1-2 paragraphs max}

## When to Use

{Decision criteria from handbook "Ideal use case" or similar section}

**Use {Tool Name} when:**
- {Criterion 1}
- {Criterion 2}
- {Criterion 3}

**Consider alternatives when:**
- {Limitation 1} → Consider {Alternative Tool}
- {Limitation 2} → Consider {Alternative Tool}

## Quick Reference

| Task | Command |
|------|---------|
| {Task 1} | `{command 1}` |
| {Task 2} | `{command 2}` |
| {Task 3} | `{command 3}` |

## Installation

{Content from 00-installation.md or installation section}

### Prerequisites

{System requirements}

### Install Steps

{Step-by-step installation - preserve code blocks exactly}

### Verification

\```bash
{Command to verify installation}
\```

## Core Workflow

{Main usage patterns from handbook - the typical workflow}

### Step 1: {First Step}

{Instructions}

### Step 2: {Second Step}

{Instructions}

### Step 3: {Third Step}

{Instructions}

## How to Customize

{Include this section for tools that support custom rules/queries like Semgrep, CodeQL, etc.
Skip this section for simple CLI tools like golint that don't support user-defined rules.}

### Writing Custom {Rules/Queries}

{Basic structure and syntax}

\```{language}
{Template for custom rule/query with comments}
\```

### Key Syntax Reference

| Syntax/Operator | Description | Example |
|-----------------|-------------|---------|
| {Syntax 1} | {What it does} | `{example}` |
| {Syntax 2} | {What it does} | `{example}` |

### Example: {Common Use Case}

{Complete example of a custom rule/query for a realistic use case}

\```{language}
{Full working custom rule/query}
\```

### Testing Custom {Rules/Queries}

{How to validate that custom rules/queries work correctly}

\```bash
{Test command}
\```

## Configuration

{Settings, config files, ignore files}

### Configuration File

{Location and format of main config file}

\```{format}
{Example config file content}
\```

### Ignore Patterns

{How to exclude files/paths - .semgrepignore, .codeqlignore, etc.}

\```
{Example ignore patterns}
\```

### Suppressing False Positives

{How to suppress specific findings inline}

\```{language}
{Example suppression comment}
\```

## Advanced Usage

{Content from 10-advanced.md or advanced section}

### Tips and Tricks

{Practical tips from experienced users - extract from handbook hints/warnings}

| Tip | Why It Helps |
|-----|--------------|
| {Tip 1} | {Explanation} |
| {Tip 2} | {Explanation} |

### {Advanced Topic 1}

{Details}

### {Advanced Topic 2}

{Details}

### Performance Optimization

{How to speed up analysis for large codebases}

\```bash
{Performance-related flags or commands}
\```

## CI/CD Integration

{Content from 20-ci.md if available}

### GitHub Actions

\```yaml
{Example workflow - preserve exactly from handbook}
\```

### Other CI Systems

{General guidance for Jenkins, GitLab CI, etc.}

## Common Mistakes

{Extracted from handbook tips, hints, and warnings}

| Mistake | Why It's Wrong | Correct Approach |
|---------|----------------|------------------|
| {Mistake 1} | {Reason} | {Fix} |
| {Mistake 2} | {Reason} | {Fix} |

## Limitations

{What the tool cannot do - important for setting expectations}

- **{Limitation 1}:** {Explanation and when this matters}
- **{Limitation 2}:** {Explanation and when this matters}
- **{Limitation 3}:** {Explanation and when this matters}

## Related Skills

{Link to complementary skills - helps discoverability}

| Skill | When to Use Together |
|-------|---------------------|
| **{skill-name-1}** | {Integration scenario - e.g., "For advanced taint tracking beyond intraprocedural"} |
| **{skill-name-2}** | {Integration scenario} |

## Resources

{From 99-resources.md - fetch non-video URLs with WebFetch, extract insights}

### Key External Resources

{For each non-video URL: fetch with WebFetch, summarize key techniques/insights}

**[{Title 1}]({URL})**
{Summarized insights: key techniques, patterns, examples extracted from the page}

**[{Title 2}]({URL})**
{Summarized insights from fetched content}

### Video Resources

{Videos - title and URL only, no fetching}

- [{Video Title}]({YouTube/Vimeo URL}) - {Brief description from handbook}

Field Extraction Guide

Template FieldHandbook Source
{tool-name-lowercase}Slugified title from _index.md
{Summary from handbook}summary field from frontmatter
{Tool Name}title field from frontmatter
{trigger conditions}Derive from "Ideal use case" or benefits
Quick Reference commandsExtract from code blocks in main content
Installation00-installation.md or installation section
How to CustomizeFrom custom rules/queries section (if tool supports it)
ConfigurationFrom config file documentation
Advanced Usage10-advanced.md or advanced section
CI/CD Integration20-ci.md if exists
LimitationsExtract from "when not to use" or caveats
Resources99-resources.md or 91-resources.md

Section Applicability Guide

Not all sections apply to every tool. Use this guide:

SectionWhen to Include
How to CustomizeTool supports custom rules/queries (Semgrep, CodeQL, Bandit)
ConfigurationTool has config files or significant options
CI/CD IntegrationTool is commonly used in CI pipelines
Related SkillsComplementary skills exist in the handbook

Example: Semgrep

---
name: semgrep
type: tool
description: "Scans code with Semgrep to find bugs, vulnerabilities, and pattern violations across a repository. Covers rule syntax, running the registry rulesets, writing custom rules, and wiring results into CI. Use when scanning a codebase for security issues, writing or debugging a Semgrep rule, triaging semgrep output, or adding a static analysis gate to a pipeline."
---

# Semgrep

Semgrep is a highly efficient static analysis tool for finding low-complexity bugs and locating
specific code patterns. Because of its ease of use, no need to build the code, and convenient
creation of custom rules, it is usually the first tool to run on an audited codebase.

## When to Use

**Use Semgrep when:**
- Looking for low-complexity bugs with identifiable patterns
- Scanning single files (intraprocedural analysis)
- Detecting systemic bugs across codebase
- Enforcing secure defaults and code standards

**Consider alternatives when:**
- Analysis requires multiple files (cross-file) → Consider CodeQL
- Complex taint tracking is needed → Consider CodeQL
- Need to analyze build artifacts → Consider binary analysis tools

## Quick Reference

| Task | Command |
|------|---------|
| Scan with default rules | `semgrep --config=auto .` |
| Scan with specific rule | `semgrep --config=path/to/rule.yaml .` |
| Output JSON | `semgrep --json --config=auto .` |

## How to Customize

### Writing Custom Rules

Semgrep rules are YAML files with pattern matching. Basic structure:

\```yaml
rules:
  - id: rule-id
    languages: [python]
    message: "Description of the issue: $VAR"
    severity: ERROR
    pattern: dangerous_function($VAR)
\```

### Key Syntax Reference

| Syntax | Description | Example |
|--------|-------------|---------|
| `...` | Match anything | `func(...)` |
| `$VAR` | Capture metavariable | `$FUNC($INPUT)` |
| `<... ...>` | Deep expression match | `<... user_input ...>` |

### Example: SQL Injection Detection

\```yaml
rules:
  - id: sql-injection
    languages: [python]
    message: "Potential SQL injection with user input"
    severity: ERROR
    mode: taint
    pattern-sources:
      - pattern: request.args.get(...)
    pattern-sinks:
      - pattern: cursor.execute($QUERY)
    pattern-sanitizers:
      - pattern: int(...)
\```

### Testing Custom Rules

\```bash
# Create test file with # ruleid: and # ok: annotations
semgrep --test rules/
\```

## Limitations

- **Single-file analysis:** Cannot track data flow across files without Pro
- **No build required:** Cannot analyze compiled code or resolve dynamic dependencies
- **Pattern-based:** May miss vulnerabilities requiring semantic understanding

## Related Skills

| Skill | When to Use Together |
|-------|---------------------|
| **codeql** | For cross-file taint tracking and complex data flow |
| **sarif-parsing** | For processing Semgrep SARIF output in pipelines |

...

Notes

  • Keep total lines under 500

  • Preserve code blocks exactly from handbook

  • Strip Hugo shortcodes (hints, tabs, etc.)

  • Fetch non-video external resources with WebFetch, extract key insights

  • For videos (YouTube, Vimeo): include title/URL only, do not fetch

  • Include "How to Customize" ONLY for tools with extensibility (not simple linters)

  • Include "Related Skills" to help users discover complementary tools

  • If section doesn't exist in handbook, omit from skill

Requirements and compatibility

Written for: Claude Code

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Names Claude Code tools, Needs Python

Security

No issues found by our static scan· No issues found

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Attribution and licence

Published by
Trail of Bits
Publisher
Trail of Bits (Official)
Source
trailofbits/skills · plugins/testing-handbook-skills/skills/testing-handbook-generator · commit e4dd0bb
Licence
Creative Commons Attribution-ShareAlike 4.0 International (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
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Download ZIP

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