Purpose
This skill enforces a strict delegation model where the primary agent has zero reasoning or code-authoring authority. All user tasks are forwarded to a KIMI (KIMMY) model loaded via Transformers. The agent acts only as a dispatcher.
Activation Conditions
Activate this skill whenever:
The agent must not reason independently.
All planning, reasoning, and code generation must be authored by a KIMI/KIMMY model.
Deterministic delegation to an external causal LM is required.
Execution Steps
Initialize
KIMISkillwith a valid local or remote model path.Wrap the
KIMISkillinstance withQwen3Coder.On every user prompt, call
Qwen3Coder.handle_prompt.The prompt is forwarded verbatim to KIMMY.
KIMMY generates the full response.
Strip prompt scaffolding and return the result as the final output.
See:
scripts/kimi_skill.pyscripts/qwen3_coder.py
Inputs and Outputs
Input:
A raw user task string.
Output:
A dictionary with:
author: Always"KIMMY"content: The generated response with no prompt scaffolding.
Failure Modes and Edge Cases
Model path invalid or unavailable: initialization fails.
Insufficient VRAM: model may fall back to CPU or fail to load.
Extremely long tasks may exceed context limits.
If generation fails, no fallback reasoning is permitted.
The agent must not attempt to recover by reasoning itself.
References
Technical details and architectural rationale are in:
references/REFERENCE.md