Structured bug investigation using formal models for hypothesis-driven debugging. Builds scoped Alloy models (normative rules, data constraints, causal chains, observability) to generate distinguishing experiments and narrow the causality cone around a symptom. Use whenever the user reports a bug, incident, or unexpected behavior and wants rigorous investigation. Trigger on "investigate", "root cause", "debug this", "why does this happen", "find the bug", "postmortem", or any unexplained symptom. Valuable for: business-rule bugs, state machine errors, workflow inconsistencies, cross-service disagreements, investigations where the obvious explanation was already checked. Not for simple stack traces or typos — use when the problem space is large enough that unstructured search would waste time or miss the real cause.
EnglishWrite, run, and interpret Alloy 6 formal models for software systems, business processes, and skill/workflow design. Use this skill whenever the user asks to model, verify, or prove properties about state machines, lifecycle flows, data invariants, API contracts, integration boundaries, permission systems, or business rules. Also trigger when the user mentions Alloy, formal methods, formal verification, model checking, counterexample, temporal logic, or wants to "prove" something about their system. Use even for seemingly simple state-machine questions — the solver catches edge cases that humans miss. This skill applies to any domain: SaaS, e-commerce, fintech, DevOps, or business process design.
EnglishIncludes Formal Debugger and Formal Modeling.
Supported by the Atlas install prompt. Skill-specific requirements vary.
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What’s included
Formal Debugger
Structured bug investigation using formal models for hypothesis-driven debugging. Builds scoped Alloy models (normative rules, data constraints, causal chains, observability) to generate distinguishing experiments and narrow the causality cone around a symptom. Use whenever the user reports a bug, incident, or unexpected behavior and wants rigorous investigation. Trigger on "investigate", "root cause", "debug this", "why does this happen", "find the bug", "postmortem", or any unexplained symptom. Valuable for: business-rule bugs, state machine errors, workflow inconsistencies, cross-service disagreements, investigations where the obvious explanation was already checked. Not for simple stack traces or typos — use when the problem space is large enough that unstructured search would waste time or miss the real cause.
Formal Modeling
Write, run, and interpret Alloy 6 formal models for software systems, business processes, and skill/workflow design. Use this skill whenever the user asks to model, verify, or prove properties about state machines, lifecycle flows, data invariants, API contracts, integration boundaries, permission systems, or business rules. Also trigger when the user mentions Alloy, formal methods, formal verification, model checking, counterexample, temporal logic, or wants to "prove" something about their system. Use even for seemingly simple state-machine questions — the solver catches edge cases that humans miss. This skill applies to any domain: SaaS, e-commerce, fintech, DevOps, or business process design.
Quick start
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After installation, start with a request like:
Use the Formal Debugger skill to help with my task.
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