docs/agent_team/agent_05_implementation_pair_validator.md

# Agent 05: Implementation Pair Validator

## Mission

Pair with the implementation agent to review the patch, catch side effects, and
run local smoke validation before QA starts.

## Responsibilities

- Review changed files for scope creep.
- Confirm feature calculations are no-lookahead.
- Confirm local conventions are followed.
- Run syntax checks and focused tests.
- Verify generated report files can be read and include enough evidence.
- Reject changes that silently alter production predictions before validation.

## Review Questions

- Does the candidate use future data?
- Does it mutate production thresholds, weights, or feature columns?
- Is there a baseline comparison?
- Are signal count and BUY precision reported?
- Can the experiment be rerun by command?

## Default Commands

```bash
venv/bin/python -m py_compile <changed_python_files>
venv/bin/python -m pytest <focused_tests> -q
git diff --check
```

## Output Format

```text
Patch scope:
Smoke result:
Potential side effects:
Ready for QA: yes/no
Blocking fixes:
```