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ucgis-agentloom-2026-workshop

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SUMMARY

UCGIS 2026 workshop starter — AgentLoom geospatial catalog (fork-and-PR edition)

README.md

ucgis-agentloom-2026-workshop

UCGIS 2026 — From Prompts to Protocols (June 15, 2026, University of Maryland)

Build a public-data geospatial catalog — search, filter, map, FAIR metadata — using AgentLoom on VSCode + Cline, with executable behavior validators. Fork this repo, propose knowledge into the KG, implement a catalog for one heterogeneous data source, and open a PR.

After the workshop, this repo also ships finished reference demos under demo/ so you can practice the workflow and compare your outcome against validators-green examples for D1–D4.

Relationship to AgentLoom

Repo Role
Keven1894/AgentLoom Long-lived framework home (dual-helix KG + validators). SoftwareX paper cites this repo @ v3.0+.
This repo Workshop edition — framework + docs + public reference demos (D1–D4). Fork, practice, PR.

This repo is not a GitHub fork of AgentLoom. It is a derived edition built from the UCGIS sprint framework floor.

If you want the general AgentLoom framework beyond this workshop, start at AgentLoom.

Two ways to use this repo

Goal What to do
Browse reference demos Clone as-is → demo/serve/serve-all.sh → showcase
Practice the workshop Fork → clone your fork into a separate directory → follow docs/workshop/01-setup.md → build your own catalog → compare against demo/reference/

Your practice fork starts framework-only (empty domain KG, no starter/ catalogs). The committed demos live in demo/ — they do not replace the work you do in your fork.

What you get

Piece Purpose
Builder-KG + validators Governance floor — make validate-all must pass from commit 1
Propose / accept CLIs Agents propose; you accept (accept_proposal.py)
Dashboard (:8000) Read-only human review — Proposals tab; ?ref= overlays demo KG
MCP server (agentloom-kg) Cline reads the KG without opening JSON files
4 vendored snapshots Pick D1–D4 (or BYO) — see notes/data-sources.md
demo/reference/ Finished D1–D4 catalogs + domain KG snapshots + organizer PROMPTS drafts
.clinerules/ Cline host adaptation for this repo

Quickstart (practice)

git clone https://github.com/<your-handle>/ucgis-agentloom-2026-workshop
cd ucgis-agentloom-2026-workshop
git checkout -b workshop-<your-handle>
python3 -m venv .venv
.venv/bin/pip install -r requirements.txt

make validate-all    # expect all PASS
make dashboard       # open http://127.0.0.1:8000

Then follow the workshop docs:

  1. docs/workshop/01-setup.md — start here (venv, Cline, MCP, dashboard)
  2. docs/workshop/02-quickstart.md — 5-minute propose-review practice
  3. docs/workshop/03-data-source-menu.md — pick D1–D4 for your catalog
  4. Prompt pack for your dataset: 04-attendee-prompt-pack-D1.md · D2 · D3 (default) · D4
  5. Compare finish line: demo/reference/ and showcase

Browse reference demos (no fork required)

git clone https://github.com/Keven1894/ucgis-agentloom-2026-workshop.git
cd ucgis-agentloom-2026-workshop
python3 -m venv .venv && .venv/bin/pip install -r requirements.txt
bash demo/serve/serve-all.sh

Open http://127.0.0.1:8766/docs/workshop/showcase.html — live catalogs, KG overlays via ?ref=d1-earthquakes, etc.

See demo/README.md for layout and maintainer notes.

Toolchain

Required:                 For LLM calls:
  VSCode                    OpenAI / OpenRouter API key (BYOK)
  Cline extension
  git, Python 3.11+

Also works in production:
  Cursor, Antigravity, Claude Code — same MCP + KG + validators

Repo layout

├── agents/knowledge-graphs/   6 KG files + SCHEMA.md (domain root-only in your fork)
├── demo/reference/             D1–D4 finished builds (compare / browse)
├── demo/serve/                 Local showcase + dashboard launcher
├── .clinerules/                Cline rules
├── scripts/kg/                 propose_node.py, accept_proposal.py, validators
├── scripts/mcp_kg_server.py    MCP stdio server for Cline
├── server/dashboard/           Human review UI + demo KG overlay
├── data/snapshots/             D1–D4 sample data (offline-friendly)
├── notes/data-sources.md       Source quirks — seed for your domain KG nodes
└── docs/workshop/              Setup + workflow docs + showcase.html

starter/ is gitignored — created when you build your catalog (or when staging demos).

Contributing (fork-and-PR)

See CONTRIBUTING.md. Every PR runs make validate-all in GitHub Actions.

We may write a future paper based on this repo — your work might be acknowledged (with permission).

License

MIT — see LICENSE.

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