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ring:dev-fuzz-testing

Gate 4 of development cycle - ensures fuzz tests exist with proper seed corpus to discover edge cases, crashes, and unexpected input handling.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
141
Hot score
96
Updated
March 20, 2026
Overall rating
C2.9
Composite score
2.9
Best-practice grade
F32.4

Install command

npx @skill-hub/cli install lerianstudio-ring-dev-fuzz-testing

Repository

LerianStudio/ring

Skill path: dev-team/skills/dev-fuzz-testing

Gate 4 of development cycle - ensures fuzz tests exist with proper seed corpus to discover edge cases, crashes, and unexpected input handling.

Open repository

Best for

Primary workflow: Ship Full Stack.

Technical facets: Testing.

Target audience: everyone.

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: LerianStudio.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install ring:dev-fuzz-testing into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/LerianStudio/ring before adding ring:dev-fuzz-testing to shared team environments
  • Use ring:dev-fuzz-testing for development cycle workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

Original source / Raw SKILL.md

---
name: ring:dev-fuzz-testing
title: Development cycle fuzz testing (Gate 4)
category: development-cycle
tier: 1
when_to_use: |
  Use after unit testing (Gate 3) is complete.
  MANDATORY for all development tasks - discovers edge cases and crashes.
description: |
  Gate 4 of development cycle - ensures fuzz tests exist with proper seed corpus
  to discover edge cases, crashes, and unexpected input handling.

trigger: |
  - After unit testing complete (Gate 3)
  - MANDATORY for all development tasks
  - Discovers crashes and edge cases via random input generation

NOT_skip_when: |
  - "Unit tests cover edge cases" - Fuzz tests find cases you didn't think of.
  - "No time for fuzz testing" - Fuzz tests catch crashes before production.
  - "Code is simple" - Simple code can still crash on unexpected input.

sequence:
  after: [ring:dev-unit-testing]
  before: [ring:dev-property-testing]

related:
  complementary: [ring:dev-cycle, ring:dev-unit-testing, ring:qa-analyst]

input_schema:
  required:
    - name: unit_id
      type: string
      description: "Task or subtask identifier"
    - name: implementation_files
      type: array
      items: string
      description: "Files from Gate 0 implementation"
    - name: language
      type: string
      enum: [go]
      description: "Programming language (Go only for native fuzz)"
  optional:
    - name: gate3_handoff
      type: object
      description: "Full handoff from Gate 3 (unit testing)"

output_schema:
  format: markdown
  required_sections:
    - name: "Fuzz Testing Summary"
      pattern: "^## Fuzz Testing Summary"
      required: true
    - name: "Corpus Report"
      pattern: "^## Corpus Report"
      required: true
    - name: "Handoff to Next Gate"
      pattern: "^## Handoff to Next Gate"
      required: true
  metrics:
    - name: result
      type: enum
      values: [PASS, FAIL]
    - name: fuzz_functions
      type: integer
    - name: corpus_entries
      type: integer
    - name: crashes_found
      type: integer
    - name: iterations
      type: integer

verification:
  automated:
    - command: "grep -rn 'func Fuzz' --include='*_test.go' ."
      description: "Fuzz functions exist"
      success_pattern: "func Fuzz"
    - command: "grep -rn 'f.Add' --include='*_test.go' ."
      description: "Seed corpus entries exist"
      success_pattern: "f.Add"
  manual:
    - "Fuzz functions follow FuzzXxx naming convention"
    - "Seed corpus has at least 5 entries per function"
    - "No crashes found during 30s fuzz run"

examples:
  - name: "Fuzz tests for parser"
    input:
      unit_id: "task-001"
      implementation_files: ["internal/parser/json.go"]
      language: "go"
    expected_output: |
      ## Fuzz Testing Summary
      **Status:** PASS
      **Fuzz Functions:** 2
      **Corpus Entries:** 12
      **Crashes Found:** 0

      ## Corpus Report
      | Function | Entries | Crashes |
      |
----------|---------|---------|
      | FuzzParseJSON | 6 | 0 |
      | FuzzParseConfig | 6 | 0 |

      ## Handoff to Next Gate
      - Ready for Gate 5 (Property Testing): YES
---

# Dev Fuzz Testing (Gate 4)

## Overview

Ensure critical parsing and input handling code has **fuzz tests** to discover crashes and edge cases through random input generation.

**Core principle:** Fuzz tests find bugs you didn't think to test for. They're mandatory for all code that handles external input.

<block_condition>
- No fuzz functions = FAIL
- Seed corpus < 5 entries = FAIL
- Any crash found = FAIL (fix and re-run)
</block_condition>

## CRITICAL: Role Clarification

**This skill ORCHESTRATES. QA Analyst Agent (fuzz mode) EXECUTES.**

| Who | Responsibility |
|-----|----------------|
| **This Skill** | Gather requirements, dispatch agent, track iterations |
| **QA Analyst Agent** | Write fuzz tests, generate corpus, run fuzz |

---

## Standards Reference

**MANDATORY:** Load testing-fuzz.md standards via WebFetch.

<fetch_required>
https://raw.githubusercontent.com/LerianStudio/ring/main/dev-team/docs/standards/golang/testing-fuzz.md
</fetch_required>

---

## Step 1: Validate Input

```text
REQUIRED INPUT:
- unit_id: [task/subtask being tested]
- implementation_files: [files from Gate 0]
- language: [go only for native fuzz]

OPTIONAL INPUT:
- gate3_handoff: [full Gate 3 output]

if any REQUIRED input is missing:
  → STOP and report: "Missing required input: [field]"

if language != "go":
  → STOP and report: "Native fuzz testing only supported for Go (Go 1.18+)"
```

## Step 2: Dispatch QA Analyst Agent (Fuzz Mode)

```text
Task tool:
  subagent_type: "ring:qa-analyst"
  prompt: |
    **MODE:** FUZZ TESTING (Gate 4)

    **Standards:** Load testing-fuzz.md

    **Input:**
    - Unit ID: {unit_id}
    - Implementation Files: {implementation_files}
    - Language: {language}

    **Requirements:**
    1. Create fuzz functions (FuzzXxx naming)
    2. Add seed corpus (minimum 5 entries per function)
    3. Run fuzz tests for 30 seconds
    4. Report any crashes found

    **Output Sections Required:**
    - ## Fuzz Testing Summary
    - ## Corpus Report
    - ## Handoff to Next Gate
```

## Step 3: Evaluate Results

```text
Parse agent output:

if "Status: PASS" in output:
  → Gate 4 PASSED
  → Return success with metrics

if "Status: FAIL" in output:
  → Dispatch fix to implementation agent
  → Re-run fuzz tests (max 3 iterations)
  → If still failing: ESCALATE to user
```

## Step 4: Generate Output

```text
## Fuzz Testing Summary
**Status:** {PASS|FAIL}
**Fuzz Functions:** {count}
**Corpus Entries:** {count}
**Crashes Found:** {count}

## Corpus Report
| Function | Entries | Crashes |
|----------|---------|---------|
| {function_name} | {count} | {count} |

## Handoff to Next Gate
- Ready for Gate 5 (Property Testing): {YES|NO}
- Iterations: {count}
```

---

## Severity Calibration

| Severity | Criteria | Examples |
|----------|----------|----------|
| **CRITICAL** | Crash found, security vulnerability discovered | Panic on input, buffer overflow, memory corruption |
| **HIGH** | No fuzz functions, missing corpus | Zero FuzzXxx functions, empty seed corpus |
| **MEDIUM** | Insufficient corpus, naming issues | Less than 5 corpus entries, non-standard function names |
| **LOW** | Coverage gaps, optimization | Missing edge case seeds, fuzz duration improvements |

Report all severities. CRITICAL = immediate fix and re-fuzz. HIGH = fix before gate pass. MEDIUM = fix in iteration. LOW = document.

---

## Anti-Rationalization Table

| Rationalization | Why It's WRONG | Required Action |
|-----------------|----------------|-----------------|
| "Unit tests cover edge cases" | You can't test what you don't think of. Fuzz finds unknowns. | **Write fuzz tests** |
| "Code is too simple for fuzz" | Simple code can still crash on malformed input. | **Write fuzz tests** |
| "Fuzz testing is slow" | 30 seconds per function. Crashes in production are slower. | **Write fuzz tests** |
| "We validate input anyway" | Validation can have bugs too. Fuzz tests the validators. | **Write fuzz tests** |

---