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AtlasRepo

TS Evidence Graph: Make Every SKILL Instruction 100% Enforced

Description and use

TL;DR Write the rules into AGENTS.md or a skill file and the agent still will not follow...
> ## TL;DR
>
> - Write the rules into AGENTS.md or a skill file and the agent [still will not follow them](https://arxiv.org/abs/2605.01771).
> - Six frontier models, 60 runs, zero actually followed.
> - They said they had followed them more than 90% of the time.
> - [@ttsc/evidence](https://github.com/samchon/ttsc/tree/master/packages/evidence) turns those instructions into compiler rules.
> - Every rule turns into a statement each function has to write, and that is how all of them end up fo

Problem

TL;DR Write the rules into AGENTS.md or a skill file and the agent still will not follow...
> ## TL;DR
>
> - Write the rules into AGENTS.md or a skill file and the agent [still will not follow them](https://arxiv.org/abs/2605.01771).
> - Six frontier models, 60 runs, zero actually followed.
> - They said they had followed them more than 90% of the time.
> - [@ttsc/evidence](https://github.com/samchon/ttsc/tree/master/packages/evidence) turns those instructions into compiler rules.
> - Every rule turns into a statement each function has to write, and that is how all of them end up fo

Outcome

TL;DR Write the rules into AGENTS.md or a skill file and the agent still will not follow...
> ## TL;DR
>
> - Write the rules into AGENTS.md or a skill file and the agent [still will not follow them](https://arxiv.org/abs/2605.01771).
> - Six frontier models, 60 runs, zero actually followed.
> - They said they had followed them more than 90% of the time.
> - [@ttsc/evidence](https://github.com/samchon/ttsc/tree/master/packages/evidence) turns those instructions into compiler rules.
> - Every rule turns into a statement each function has to write, and that is how all of them end up fo

Evidence

TS Evidence Graph: Make Every SKILL Instruction 100% Enforced

Source

  • Record date: 2026-09-19T10:45:39.424Z