---
name: shafthq-local-coding-delegate
description: "Use when an optional hardware size-class probe is needed, or when looking up the folded local-coding-delegate pointer to local-agency / FreeToken."
license: "MIT"
metadata:
  decimalai-skill-id: "525b55dc-5965-44f7-a716-eb1b9f5ff654"
  decimalai-version-id: "b8d5d21f-bbb1-425f-b45b-077be093620b"
  decimalai-version: "2"
  decimalai-body-sha256: "f4ba05eb705631739ded6a3bee7dc0ed600afedc0dcce67113e9047b219066e7"
  decimalai-name: "shafthq/local-coding-delegate"
  decimalai-format: "1"
  decimalai-invocation: "model"
  decimalai-category: "agent-tooling"
  decimalai-source: "https://app.decimal.ai/s/shafthq-local-coding-delegate@2/SKILL.md"
---
# Local coding delegate (folded)

This skill is a **compatibility shim**.

- Prefer [local-agency](../local-agency/SKILL.md) when the adopter asks for
  **OpenCode / local OSS agency** against a READY local runtime (not session
  subagents).
- Prefer [FreeToken](../freetoken/SKILL.md) for local-weights probe/attest when
  the ask is FreeToken / local MoE inference without an agency CLI.
- Prefer [local-openai-compat](../local-openai-compat/SKILL.md) for Ollama /
  LM Studio / llamacpp peers.

## What remains here

Stdlib hardware size-class probe (no downloads, no vendor model names):

See [`chaos-engine/skills/local-coding-delegate/scripts/probe_hardware.py`](scripts/probe_hardware.py):

```text
python3 chaos-engine/skills/local-coding-delegate/scripts/probe_hardware.py
```

Use it as an optional hint before choosing a checkpoint size class
(`small` / `medium` / `large` / `refuse`). Honest `refuse` is a valid
completion.

## Delegation rules (unchanged intent)

The most-intelligent or default capability model stays the decider. Local
loops are mechanical or default-capability labor only. Close that writer after
its PR exists. Do not use a local loop for review, the GitHub playbook, or
public-API changes unless both the probe and the task say it is enough.

Never `ft launch`. Never silently fall back to cloud OmniRoute; use OmniRoute
only when the adopter explicitly asked for that path.