Define minimal change scopes and verification plans for coding tasks.
npx skills add https://github.com/MinhDuyDEV/mdpi --skill behavioral-kernel
Please help me install this Agent Skill. Skill: behavioral-kernel Source: https://github.com/MinhDuyDEV/mdpi/tree/main/.pi/skills/behavioral-kernel Command: npx skills add https://github.com/MinhDuyDEV/mdpi --skill behavioral-kernel
This Skill prevents software work from drifting into unnecessary complexity, silent assumptions, uncontrolled scope expansion, and unsupported completion claims.
Use the behavioral-kernel skill to review my current coding approach, identify drift risks, and define a minimal change with a verification plan.
High-intent search queries and answers about installing and using this skill.
To prevent uncontrolled scope expansion during software refactoring, define the smallest acceptable change explicitly and execute minimal-diff modifications to avoid unrelated code drift. This ensures coding decisions remain focused and disciplined.
Assumption management in software engineering is the practice of surfacing silent assumptions by explicitly clarifying ambiguous requirements before committing to an implementation solution. It prevents undocumented decisions from causing unsupported completion claims.
To establish verification discipline for coding completion claims, define explicit proof paths and verification steps before marking work complete. This evidence-based approach validates requirement interpretation and confirms implementation boundaries.
Yes, this approach works for interpreting ambiguous software requirements by enforcing explicit scope definition and assumption clarification. It guides agents to question unclear boundaries before proceeding with implementation decisions.
The limitation of minimal-diff execution in coding is that it strictly restricts modifications to defined boundaries, preventing large-scale architectural changes. It should not be used when broad, systemic refactoring is intentionally required.
VKirillEnforces assumption-aware, minimal, verified coding changes for LLMs.
RheasilviaEnforce the Red-Green-Refactor cycle with automated tests via terminal.
johnrtiptonAutomate testing, reviewing, and shipping code changes in CI/CD pipelines.
Nero-kkEnforce explicit assumptions and minimal implementations in LLM-generated code.
