Attack observable product behavior to find reproducible breakages missed by test suites.
npx skills add https://github.com/VincentJiang06/skills --skill attacker-vincentjiang06
Please help me install this Agent Skill. Skill: attacker Source: https://github.com/VincentJiang06/skills/tree/main/skills/attacker Command: npx skills add https://github.com/VincentJiang06/skills --skill attacker-vincentjiang06
This Skill eliminates the blind spot created by correlated errors and false-positive test suites, where a green TDD suite sits on top of a broken product or an idea contains undetected flaws. It provides engineered independence to find what the builder's own context misses.
Use the attacker skill to red-team the checkout feature from a fresh context and hand me the proven, reproducible attack records.
High-intent search queries and answers about installing and using this skill.
To red-team a product feature, you mount scoped attacks on its observable behavior from a fresh context that excludes source code and tests, yielding reproducible breakage records for fixing.
Adversarial testing for software features applies an independent perspective to uncover correlated errors that pass standard tests. It works by attacking observable behavior using a fresh subagent without implementation source access.
Yes, you can red-team an abstract design or plan by attacking the steelmanned claim from an independent perspective, uncovering undetected flaws and flawed assumptions that the original author's context missed.
A TDD suite passes while the product is broken due to correlated errors creating a blind spot. Adversarial product attacks provide engineered independence to find what the builder's own context misses.
No, you do not provide source code for an adversarial attack. The skill requires a fresh subagent context that explicitly excludes implementation source and test suites to ensure valid, reproducible breakages.
You validate reproducible breakages found during red-teaming by enforcing a scope contract and emitting machine-checkable attack records with deterministic validation, ensuring the defects found are real.
TrebuchetDynamicsProve a single Gormes behavior with red-green-refactor tests.
JochenYangInterview users to elicit requirements and generate SPEC.md, PRD.md, and PLAN.md.
eng-vmessiahAutomate regression tests validating API response shapes and state integrity.
d-o-hubReview Rust code quality across eight dimensions including async patterns and error handling.
