agent-prompt-engineering

Harden agent prompts by applying explicit prompt contracts, enforcing one legal next move, and defining a clear blocker path to ensure safe, predictable behavior across models.

Coordinate repo-local agents by applying model-specific hardening rules and anti-pattern guidance to prompts, tools, and tickets in both greenfield and repair scenarios.

Prompt contracts mitigate prompt-injection risks by exposing only one legal next move, requiring explicit artifact paths, and enforcing staged verification with proof before transitions.

Yes, agent prompt hardening applies to repo-local agents coordinating prompts, tools, and tickets across both greenfield and repair scenarios, adapting to various model types and risk profiles.

Agents get stuck in ambiguous workflow states due to a lack of prompt contracts; enforcing a single legal next move and a clear blocker path reduces model ambiguity and prevents doom loops.

Use model-specific hardening rules when coordinating repo-local agents across different model types, applying package references and anti-pattern guidance to improve reliability and predictability.