feat: add ChatGPT upload packages

publish/chatgpt_project_compact_general/KB__00_INDEX.md

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+# Compact ChatGPT Project KB Package
+
+## Package purpose
+This package condenses the published Knowledge Base into a governed markdown package for upload into ChatGPT Project.
+
+## Generated timestamp
+2026-05-28T10:12:19+00:00
+
+## Canonical managed pipeline
+transcript -> chunk -> source card -> concept / workflow / pattern extraction -> grounded synthesis -> publish package -> compact package -> automated smoke QA -> automated acceptance check -> next scope decision -> use-case routing
+
+## Source folders used
+- `publish/chatgpt_project/`
+- `publish/markdown_kb/`
+
+## Output files
+- `KB__00_INDEX.md`
+- `KB__01_NAVIGATION.md`
+- `KB__02_CONTENT.md`
+- `KB__03_WORKFLOWS_TRACEABILITY.md`
+- `KB__04_SMOKE_QA.md`
+- `KB__RELEASE_MANIFEST.md`
+- `KB__CHANGELOG.md`
+- `KB__REVIEW_QUEUE.md`
+- `KB__CARD_SCHEMA.md`
+- `KB__CONFIDENCE_RULES.md`
+- `KB__PROMOTION_GATES.md`
+- `KB__RETRIEVAL_QA.md`
+- `KB__DEDUPLICATION.md`
+- `KB__USE_CASE_ROUTING.md`
+- `README.md`
+- `MANIFEST.md`
+
+## Recommended usage in ChatGPT Project
+Upload all files from `publish/chatgpt_project_compact` into the same ChatGPT Project knowledge area. Start with `KB__00_INDEX.md`, then use `KB__01_NAVIGATION.md` to orient questions and `KB__04_SMOKE_QA.md` to test retrieval.
+
+## Governance rule
+Smoke QA is not the final stage. Treat the package as not production-promoted unless `KB__PROMOTION_GATES.md`, `KB__RETRIEVAL_QA.md`, and `KB__RELEASE_MANIFEST.md` show deterministic pass conditions.
+
+## Limitations
+- Compact files are derived from published markdown only.
+- Raw transcripts, source cards, clean notes, chunks, temp files, and logs are excluded.
+- Large markdown files may be skipped according to `--max-file-mb`.
+- This package does not add semantic search, embeddings, vector databases, web UI, or autonomous retrieval.
+
+## Update procedure
+Regenerate the publish outputs first if needed, then run:
+
+```bash
+python3 scripts/build_chatgpt_compact_kb.py
+```