integration: add docs/agent-deployment.md

docs/agent-deployment.md

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+# Agent Build & Deployment — Guide
+
+Covers building the agent fleet (registry + definitions), validating it,
+and deploying across the four channels.
+
+## 1. Build
+
+```bash
+python3 scripts/build_agents.py          # human report
+python3 scripts/build_agents.py --json   # machine manifest
+```
+
+The builder:
+- parses `agents/registry.yaml` + every `agents/*.agent.yaml`
+- cross-checks registry↔file references (orphans flagged)
+- reports per-agent: kind, workers, tasks, tools, triggers
+
+## 2. Validate
+
+```bash
+python3 scripts/verify_registries.py     # modules/agents/triggers cross-refs
+```
+
+## 3. Test
+
+```bash
+.venv/bin/pytest tests/ -q --ignore=tests/test_72h_closed_loop.py
+```
+
+## 4. Stage
+
+```bash
+python3 scripts/production_check.py      # imports, routes, registries, health
+```
+
+## 5. Deploy (guarded)
+
+| Channel | How | Gate |
+|---|---|---|
+| **Repo / GitHub** | `git push origin main` (CI builds APK/iOS/exe, releases) | human/chamber approval |
+| **Site (GitHub Pages)** | `site/*.html` + PWA manifest + sw.js ship with the repo | push |
+| **HuggingFace datasets** | `scripts/upload_kyrexis_dataset.py` / `upload_pec5d_dataset.py` | `HF_TOKEN` present |
+| **Docker** | `docker-compose.yml` + per-module Dockerfiles | CI |
+
+## 6. Rollback
+
+- `git revert HEAD` for code/site; re-upload prior dataset revisions for HF.
+
+## Agents currently in the fleet
+
+`scripts/build_agents.py` lists them — includes the sovereign core agents,
+the PEC5D `pec5d-agent` (9 workers), and the `coldcase-agent` group.