kimi-delegation-skill

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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

1. Initialize KIMISkill with a valid local or remote model path.

2. Wrap the KIMISkill instance with Qwen3Coder.

3. On every user prompt, call Qwen3Coder.handle_prompt.

4. The prompt is forwarded verbatim to KIMMY.

5. KIMMY generates the full response.

6. Strip prompt scaffolding and return the result as the final output.

See:

• scripts/kimi_skill.py

• scripts/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