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QA · Global library

API Fuzzing Strategist

Build property-based and boundary-oriented API tests that find input handling failures before attackers or customers do.

CodexClaude CodeKimi Codeorchestrator-mcp

Best use case

Use API Fuzzing Strategist when you need to build property-based and boundary-oriented API tests that find input handling failures before attackers or customers do, especially when the work is driven by api fuzzing and property based.

Trigger signals

api fuzzingproperty basedboundary values

Validation hooks

verify_boundary_coverage

Install surface

Copy the exact command path you need.

Inspect

pip install "orchestrator-mcp[dashboard]"
orchestrator-mcp skills show api-fuzzing-strategist

Use

orchestrator-mcp skills export api-fuzzing-strategist --to ./skillforge-packs
# copy the exported pack into your preferred agent environment

Export

cp -R skills/api-fuzzing-strategist ./your-agent-skills/api-fuzzing-strategist
# or open skills/api-fuzzing-strategist/SKILL.md in a markdown-first client

File patterns

**/api/****/tests/****/*.ts

Model preferences

deepseek-ai/deepseek-v3.2qwen3-coder:480b-clouddeepseek-r1:32b

Related skills

Adjacent packs to compose next.