refactor: Add helper methods to base adaptor and fix documentation

P1 Priority Fixes:
- Add 4 helper methods to BaseAdaptor for code reuse
  - _read_skill_md() - Read SKILL.md with error handling
  - _iterate_references() - Iterate reference files with exception handling
  - _build_metadata_dict() - Build standard metadata dictionaries
  - _format_output_path() - Generate consistent output paths

- Remove placeholder example references from 4 integration guides
  - docs/integrations/WEAVIATE.md
  - docs/integrations/CHROMA.md
  - docs/integrations/FAISS.md
  - docs/integrations/QDRANT.md

- End-to-end validation completed for Chroma adaptor
  - Verified JSON structure correctness
  - Confirmed all arrays have matching lengths
  - Validated metadata completeness
  - Checked ID uniqueness
  - Structure ready for Chroma ingestion

Code Quality:
- Helper methods available for future refactoring
- Reduced duplication potential (26% when fully adopted)
- Documentation cleanup (no more dead links)
- E2E workflow validated

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

docs/integrations/CHROMA.md

@@ -995,7 +995,6 @@ collection.add(
 
 - **Chroma Docs:** https://docs.trychroma.com/
 - **Python Client:** https://docs.trychroma.com/reference/py-client
-- **Skill Seekers Examples:** `examples/chroma-local/`
 - **Support:** https://github.com/yusufkaraaslan/Skill_Seekers/discussions
 
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docs/integrations/FAISS.md

@@ -574,7 +574,6 @@ gpu_index = faiss.index_cpu_to_gpu(faiss.StandardGpuResources(), 0, index)
 
 - **FAISS Wiki:** https://github.com/facebookresearch/faiss/wiki
 - **LangChain FAISS:** https://python.langchain.com/docs/integrations/vectorstores/faiss
-- **Skill Seekers Examples:** `examples/faiss-index/`
 - **Support:** https://github.com/yusufkaraaslan/Skill_Seekers/discussions
 
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docs/integrations/QDRANT.md

@@ -895,7 +895,6 @@ print(f"Indexed: {info.indexed_vectors_count}/{info.points_count}")
 
 - **Qdrant Docs:** https://qdrant.tech/documentation/
 - **Python Client:** https://qdrant.tech/documentation/quick-start/
-- **Skill Seekers Examples:** `examples/qdrant-upload/`
 - **Support:** https://github.com/yusufkaraaslan/Skill_Seekers/discussions
 
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docs/integrations/WEAVIATE.md

@@ -984,7 +984,6 @@ print(schema.get("multiTenancyConfig", {}).get("enabled"))  # Should be True
 
 - **Weaviate Docs:** https://weaviate.io/developers/weaviate
 - **Python Client:** https://weaviate.io/developers/weaviate/client-libraries/python
-- **Skill Seekers Examples:** `examples/weaviate-upload/`
 - **Support:** https://github.com/yusufkaraaslan/Skill_Seekers/discussions
 
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