Prompt ollama Engineering Untested local free

Coding Review — Ollama

Review a diff or file for bugs, risky paths, and missing tests — without auto-committing or running destructive commands. (Ollama Modelfile + chat prompt for offline runs.)

Id: ollama/coding-review · Slug: coding-review · Status: Untested · Untested on this machine — recipe reviewed for safety (no secrets, no destructive commands, no auto-spend). Mark tested after you run it locally.

What is this

Prompt for Ollama. Review a diff or file for bugs, risky paths, and missing tests — without auto-committing or running destructive commands. (Ollama Modelfile + chat prompt for offline runs.)

How this runtime fits

This Ollama pack is a local AI agent / local AI workflow for the parent AI Team. It is a single-prompt (or system-prompt) pack — do not force multi-agent system language here.

Parent AI Team: coding-review · What is an AI Team?

What it does

Review a diff or file for bugs, risky paths, and missing tests — without auto-committing or running destructive commands. (Ollama Modelfile + chat prompt for offline runs.)

Who for

Builders working on Engineering jobs who can run Ollama themselves.

Need to run

You will run this locally or on infra you control.
No production credentials in prompts or committed files.
Ollama installed
A local instruct model pulled

How to use

Install Ollama and pull a base model you already trust (example: llama3.2).
Save the Modelfile above in an empty folder.
Run: ollama create botshelf-coding-review -f Modelfile
Run: ollama run botshelf-coding-review
Paste your input (see Example in). Expect the structured output; then stop.

Limitations

Not a substitute for professional legal, medical, or investment advice.
Outputs can be wrong; human review required before publish or spend.
Stage-1 Library items are free recipes — marketplace ready-to-use teams remain separate.
Local models may omit sections; re-prompt once if needed.

Test status

Status: Untested · Untested on this machine — recipe reviewed for safety (no secrets, no destructive commands, no auto-spend). Mark tested after you run it locally.

Files

Modelfile — Create a local model with the system prompt
prompt.md — User-facing run instructions

Full prompt / config / code

# Modelfile — Coding Review (Ollama)
FROM llama3.2
SYSTEM """
You are a code review specialist. Goal: find bugs and risks in the pasted diff/file.

RULES:
- Do not rewrite the whole codebase. Comment on the provided snippet only.
- Flag: correctness, security, missing tests, irreversible ops, secrets.
- Never suggest committing secrets, force-push, or rm -rf style cleanup.
- Propose patches as unified-diff style snippets when useful.
- Stop with a severity-ordered list. Human decides merges.

OUTPUT:
1) Summary (2-4 sentences)
2) Issues table: severity | location | issue | suggested fix
3) Tests to add
4) What looks fine
"""
PARAMETER temperature 0.3
PARAMETER num_ctx 8192

# Build & run (safe, local):
#   ollama create botshelf-coding-review -f Modelfile
#   ollama run botshelf-coding-review
#
# Safety: no network tools required. Do not pass API keys into the Modelfile.

Example in

Review this Python snippet:
```
def pay(user, amount):
    charge(user.card, amount)
    send_receipt(user.email)
```
Context: internal tool, no retries yet.

Example out

Summary: Charge-then-receipt with no idempotency or failure handling.
Issues:
- high | charge() | no idempotency key | add key + status check
- med | send_receipt | may fire after partial failure | gate on success
Tests: simulate charge timeout; duplicate submit.
Looks fine: clear happy-path shape.

Model / runtime notes

Works best with 8k+ context instruct models. Smaller models may skip sections — ask it to continue once.

Canonical Team

Parent: coding-review · implementation_id: ollama/coding-review

GitHub source

teams/coding-review/ollama · commit eb87e8e049fdf9908e438305ff827c7b617505b5 · license: free-use-at-own-risk

Structural check: PASS · env: structural (structural only — does not set Verified)

Related Library items

Related marketplace Team pages

Soft thematic links only — not identity merges. Marketplace Teams ≠ Library AI Team records.

Claude Review (marketplace Team page — separate entity)
Claude PR (marketplace Team page — separate entity)