(agent): Factory self-improvement audit automation

## Component

Workflows

## Describe the feature

Ship a reference **`coding/factory-audit-v1`** (or scheduled workflow) that periodically reviews recent task trajectories, prompt versions, and automation outcomes—proposing harness improvements (rules, standards, workflow YAML) as issues or draft PRs.

## Use case

Operators running mature background-agent fleets often want an **automation auditor** that reviews prompts and run logs to suggest harness improvements. ABCA has evaluation roadmap items but no packaged **closed-loop self-improvement** workflow operators can enable.

## Proposed solution

1. Scheduled trigger (roadmap) or manual `bgagent submit --workflow factory-audit-v1`.
2. Read-only access to `TaskEvents`, traces, merge outcomes for repo/time window.
3. Output: markdown report artifact in S3 + optional GitHub issue creation.
4. Human approves before any harness file auto-PR.

## Other information

- Complements **Evaluation pipeline**, **LLM-assisted trace analysis**, **A/B prompt experiments**.
- Repo-less or read-only repo mode acceptable.

## Acknowledgements

- [ ] I may be able to implement this feature
- [ ] This might be a breaking change

## Acceptance criteria

- [ ] Reference workflow YAML and prompt shipped under `agent/workflows/`.
- [ ] Produces structured report with actionable recommendations.
- [ ] Does not auto-merge harness changes without HITL.
- [ ] Tests with fixture task history.

Beginne mit den bestehenden Workflows unter agent/workflows/ und dem manuellen Einstiegspunkt bgagent submit --workflow factory-audit-v1 und untersuche dann, wie TaskEvents, Traces und Merge-Ergebnisse bereitgestellt werden. Als erledigt gilt die Aufgabe, wenn ein Referenz-Workflow-YAML und ein Prompt einen strukturierten Markdown-Bericht erzeugen, die Aufgabenhistorie eines Fixtures abdecken und vor dem Mergen jeder Änderung am Harness HITL erfordern.

Vom Indexierungsmodell aus dem Issue-Text verfasst.