Migrate KPKN AUGE engine behavior from PWA to Kotlin with parity checks.
npx skills add https://github.com/rotnitxe/KPKNFit --skill kpkn-auge-engine
Please help me install this Agent Skill. Skill: kpkn-auge-engine Source: https://github.com/rotnitxe/KPKNFit/tree/main/kpkn-auge-engine Command: npx skills add https://github.com/rotnitxe/KPKNFit --skill kpkn-auge-engine
This Skill prevents behavior drift when migrating the KPKN AUGE engine by treating the PWA as the behavior oracle and the Kotlin implementation as the final target that must preserve numeric invariants.
exerciseDb = emptyMap() and worker-wrapper mismatches, so outputs remain behaviorally correct.Use the kpkn-auge-engine skill to migrate an AUGE behavior bugfix from the PWA into the android-native Kotlin domain layer while preserving invariants and producing parity-oriented validation steps.
High-intent search queries and answers about installing and using this skill.
To migrate PWA engine logic to Kotlin without behavior drift, treat the PWA facade as the behavior oracle and apply smallest parity-preserving edits to the Kotlin target. Validate outputs using targeted engine checks and surface drift scripts to ensure numeric invariants remain intact.
Parity validation when porting fatigue and recovery logic involves running targeted engine and integration checks alongside PWA/Kotlin comparison scripts. This verifies that the Kotlin domain layer accurately preserves the AUGE numeric invariants and behavior of the original PWA implementation.
To fix recovery readiness synthesis bugs in an Android-native Kotlin target, start from the PWA facade surface, map the correct Kotlin landing zones, and apply smallest-slice parity-preserving edits. Use the validation ladder to run narrow checks and verify behavioral correctness.
Kotlin recomputation causes empty map errors during AUGE migration when worker-wrappers mismatch or logic recomputes with exerciseDb = emptyMap(). This known failure mode produces incorrect training-volume interactions and breaks behavioral parity if not flagged and guarded against.
Yes, you need Python3 to run PWA and Kotlin surface drift comparison scripts, as the validation tooling relies on Python3 dependencies including argparse, re, and pathlib. These scripts execute the targeted parity checks required during the migration process.
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