case-study
Senior Conservator OpenClaw Agent
Autonomous OpenClaw workflow case study for conservation-style photo review, segmentation overlays, staged review gates, reports, audio, and manifests.
Overview
Senior Conservator OpenClaw Agent is an artifact-heavy conservation review case study. It combines a FastAPI dashboard, OpenClaw browser control, deep-research MCP tools, first-party image segmentation, ROI inspection, model-assisted comparison, report generation, voice output, video artifacts, and reproducibility manifests. The public case study summarizes the architecture and review-gated artifact flow as a reusable pattern for expert inspection work.
What It Covers
- Combines image segmentation, regional scoring, ROI crop inspection, and browser-driven visual-labeler review
- Runs staged review gates before final report, presentation, voice, video, and Telegram delivery artifacts are accepted
- Produces JSON, Markdown, PDF, HTML, audio, overlay, video, and reproducibility-manifest outputs for audit-heavy workflows
- Frames expert workflow orchestration as a reusable review-gated artifact pattern
Stack And Topics
- FastAPI
- OpenClaw
- Python
- MCP
- Pillow
- ReportLab
- Computer Vision
- Review Gates
Public Signals
- Artifact families: 8+ reports, overlays, manifests, audio, video, dashboard, inspection logs, delivery status
- Review posture: strict stage-by-stage gates documented in project records
- Source review date: 2026-03-01 project source review