Neue Skills, Referenzen & OpenWiki-Doku integriert

Umfangreiche Erweiterung der Skill-Bibliothek: Neue Skills für Humanisierung (Englisch/PT-BR), Design-Validierung, AI-SEO und Coolify-Deployment inkl. Regelwerke, Presets, Pattern-Referenzen, Testfälle und Automatisierungsskripte. Zusätzliche Skills für Revenue-Centric Design, Pier Cloud, OKF, Lebenslauf- und LinkedIn-Optimierung sowie zahlreiche Referenzdateien, Checklisten und YAML/JSON/Markdown-Templates. Einführung einer vollständigen OpenWiki-Dokumentation mit Architektur-, Domain- und Workflow-Beschreibungen, zentralem Index und automatisierten Updates. Modularer Aufbau, restriktive Lizenzen und umfassende Qualitäts- und Evaluationsmechanismen für alle neuen Inhalte.
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+# Model Detection and Privacy Notes
+
+Loop-architect detection is intentionally dumb and transparent. It stores
+invocation metadata only, never credentials.
+
+## Registry
+
+Default registry path:
+
+```text
+~/.loop-architect/models.json
+```
+
+Registry entries should look like:
+
+```json
+{
+  "kiro": {
+    "cli": "kiro-cli",
+    "invoke": ["kiro-cli", "chat", "--trust-all-tools", "-p"],
+    "probe": ["kiro-cli", "--version"],
+    "available": true,
+    "authed": true,
+    "local": false,
+    "capabilities": {
+      "headless": true,
+      "goal": true,
+      "subagent": true,
+      "review_loop": true
+    }
+  },
+  "claude": {
+    "cli": "claude",
+    "invoke": ["claude", "-p"],
+    "probe": ["claude", "--version"],
+    "available": true,
+    "authed": true,
+    "local": false,
+    "capabilities": {
+      "headless": true,
+      "goal": true,
+      "subagent": false,
+      "review_loop": false
+    }
+  }
+}
+```
+
+## Capabilities
+
+`headless`
+: The CLI accepts a prompt via stdin/argument and returns output via stdout
+  without interactive prompts. Required for use as host or judge in the
+  external Python runner.
+
+`goal`
+: The CLI supports a `/goal` command that runs an autonomous loop with
+  self-verification. When present, RUN_IN_SESSION.md can emit a `/goal`
+  one-liner as an alternative execution path.
+
+`subagent`
+: The CLI can spawn isolated sub-agents with their own context. When present,
+  the council can use native subagent review loops instead of shelling out.
+
+`review_loop`
+: The CLI supports iterative review loops with trigger-based feedback (e.g.
+  Kiro's `loop_to` with `NEEDS_CHANGES` trigger). Enables native cross-model
+  review without the external runner.
+
+## Kiro CLI Specifics
+
+- Headless mode requires `--trust-all-tools` or the session halts waiting for
+  tool approval.
+- Full invoke pattern: `["kiro-cli", "chat", "--trust-all-tools", "-p"]`
+- The `/goal --max N` command provides native loop execution with configurable
+  iteration limits (default 5).
+- Subagent review loops use a `trigger` string (e.g. `NEEDS_CHANGES`) and
+  `max_iterations` cap.
+
+## `authed` Semantics
+
+`authed` means the basic probe command exited cleanly. It is a convenience
+signal, not a guarantee that a future paid model call will succeed.
+
+## Default Redactions
+
+- `.env`
+- `.env.*`
+- `secrets/**`
+- `**/*.key`
+
+Add project-specific globs for customer data, private transcripts, or internal
+design docs before sending anything to a non-local council member.
+
+## Local Model UX
+
+Surface `ollama` as the privacy-preserving option when present. It may be lower
+quality than frontier hosted models, but it keeps council review in-house.