Initial commit: a0_software_orchestrator v1.0

- Auto-Registration-Bug behoben (register_project/get_project_id/resolve_project Trennung)
- 25 Tests gruen (Pytest)
- block_compactor-Tool refactored (Option B: Soft-Check statt Hard-Block)
- 4 Restbaustellen gefixt
- DB-Schema: plugin_settings-Tabelle hinzugefuegt
- 3 Schattenprojekte aus DB geloescht
- Plan v3 + Refactor-Plan + Worklog dokumentiert

help/library/extract.md

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+---
+name: library-extractor
+description: Extract patterns from completed project artifacts into the self-learning patterns library.
+tags: ['library', 'extract', 'learning']
+---
+
+# Library Extractor
+
+## Purpose
+Capture reusable patterns from completed project work and store them in the patterns library for future reuse.
+
+## When to Use
+- After a major project milestone
+- When a novel design decision is made
+- When an error is resolved with a non-obvious solution
+- When a best practice is discovered
+
+## When Not to Use
+- For trivial implementations (CRUD, boilerplate)
+- For project-specific code (not reusable)
+- For incomplete work (wait for validation)
+
+## Procedure
+1. Identify the pattern: what worked, why it worked, when to reuse it
+2. Categorize: architecture_decision, best_practice, error_solution, design_pattern, etc.
+3. Capture: title, description, content (with code if relevant), tags, project_id
+4. Call the library-extractor API:
+```
+POST /api/plugins/a0_software_orchestrator/library_extract
+  {"title": "...", "description": "...", "category": "...", "content": "...", "tags": [...], "project_id": "..."}
+```
+5. Verify the pattern was stored (check via library-query)
+
+## See Also
+- Help: `library/query.md`
+- API: `/api/plugins/a0_software_orchestrator/library_extract`

help/library/query.md

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+---
+name: library-query
+description: Query the patterns library for relevant patterns, best practices, and known errors.
+tags: ['library', 'query', 'search']
+---
+
+# Library Query
+
+## Purpose
+Find relevant patterns from the self-learning library before starting work, to avoid reinventing solutions and to apply known best practices.
+
+## When to Use
+- At the start of any new project or task
+- When designing architecture for a new feature
+- When debugging an error (find prior solutions)
+- When planning a phase
+
+## When Not to Use
+- For trivial questions (just ask)
+- For project-specific state (read the project files)
+
+## Procedure
+1. Formulate query keywords: technology, problem type, domain, project type
+2. Call the library-query API:
+```
+GET /api/plugins/a0_software_orchestrator/library_search?q=<keywords>
+```
+3. Review top results by relevance
+4. For each relevant pattern, read the full content via:
+```
+GET /api/plugins/a0_software_orchestrator/library_get?id=<pattern_id>
+```
+5. Apply the pattern to the current work, citing the pattern_id
+
+## See Also
+- Help: `library/extract.md`
+- API: `/api/plugins/a0_software_orchestrator/library_search`