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  "IssueTotal": 10,
  "Held": 10,
  "Issues": [
    {
      "Title": "[P2] Knowledge layer: imported bottobot corpus carries upstream data defects; surface import provenance in operator answers",
      "Excerpt": "`src/knowledge/data/meta.json` records the knowledge layer's provenance\nhonestly, which is what made this easy to check:\n\n```json\n{ \"source\": \"bottobot\", \"bottobotVersion\": \"2.8.0\",\n  \"importedAt\": \"2026-06-24T01:57:20.374Z\",\n  \"counts\": { \"operators\": 629, ... } }\n```\n\nI maintain a TouchDesigner vault whose claims are measured against a running\ninstance rather than read from documentation, and I've been cross-checking both\nthat corpus and tdmcp's copy of it. **The defects below are upstream in\n",
      "SourceUrl": "https://github.com/Pantani/tdmcp/issues/145",
      "PublishedAt": "2026-07-31T22:15:38.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "External",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "[P2] Creative RAG: opt-in LanceDB backend (TDMCP_RAG_BACKEND=lancedb)",
      "Excerpt": "Today: in-memory cosine over JSONL. Add an opt-in LanceDB backend behind `TDMCP_RAG_BACKEND=lancedb`, declared as an optional peerDependency so the default install stays zero-native-deps; fall back to JSONL when unavailable.\n\nDocumented as Planned in docs/ROADMAP.md.",
      "SourceUrl": "https://github.com/Pantani/tdmcp/issues/85",
      "PublishedAt": "2026-06-17T22:38:48.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "[P2] Creative RAG: SourceSkippedError — distinguish 'no key' vs 'empty source'",
      "Excerpt": "`sync` currently treats a source returning zero cards the same as a source skipped for missing credentials. That risks tombstoning real cards when a key-gated source is misconfigured. Introduce a typed `SourceSkippedError` and keep the existing index untouched when a source is skipped.\n\nDocumented as Planned in docs/ROADMAP.md.",
      "SourceUrl": "https://github.com/Pantani/tdmcp/issues/84",
      "PublishedAt": "2026-06-17T22:38:47.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "[P1] Creative RAG: add keyless source — Wikimedia Commons",
      "Excerpt": "Live sources on main: `artic`, `rijksmuseum`, `met`, `cleveland`. Wikimedia Commons is a high-value keyless source — wire it under `src/creativeRag/sources/` and add a probe-live test.\n\nDocumented as Planned in docs/ROADMAP.md.",
      "SourceUrl": "https://github.com/Pantani/tdmcp/issues/82",
      "PublishedAt": "2026-06-17T22:38:45.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "[P1] Creative RAG: embedding batching (TDMCP_RAG_EMBED_BATCH, default 64)",
      "Excerpt": "Today `tdmcp creative-rag index` calls Ollama `/api/embed` one card at a time. For larger libraries this dominates wall time. Add `TDMCP_RAG_EMBED_BATCH` (default 64), send arrays to Ollama, and degrade gracefully when the model rejects batches.\n\nDocumented as Planned in docs/ROADMAP.md (Creative RAG follow-ups).",
      "SourceUrl": "https://github.com/Pantani/tdmcp/issues/79",
      "PublishedAt": "2026-06-17T22:38:43.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "[P3] Creative RAG: 'tdmcp doctor' coverage (Ollama up, model pulled, dir writable)",
      "Excerpt": "Today `tdmcp doctor` doesn't know about Creative RAG. Add probes: Ollama reachable at `TDMCP_RAG_OLLAMA_URL`, embedding model pulled, `TDMCP_RAG_DATA_DIR` writable. Surface in `--json` output too.\n\nDocumented as Planned in docs/ROADMAP.md.",
      "SourceUrl": "https://github.com/Pantani/tdmcp/issues/90",
      "PublishedAt": "2026-06-17T22:38:52.000Z",
      "State": "closed",
      "Comments": 0,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "[P3] Creative RAG: opt-in tool 'apply_creative_card' routing tdmcpAffordances",
      "Excerpt": "Close the inspiration→execution loop with an opt-in MCP tool that takes a card id, reads `tdmcpAffordances` from its frontmatter, and routes to the appropriate Layer 1/2 tool. Opt-in to keep the safety surface small.\n\nDocumented as Planned in docs/ROADMAP.md.",
      "SourceUrl": "https://github.com/Pantani/tdmcp/issues/89",
      "PublishedAt": "2026-06-17T22:38:51.000Z",
      "State": "closed",
      "Comments": 0,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "[P3] Creative RAG: MCP prompt 'creative-inspiration' returning a mood board",
      "Excerpt": "Add an MCP prompt that wraps a search + a curated set of `tdmcp://creative/cards/*` URIs into a single 'mood board' payload, ready to hand to a TD-building Layer 1 tool.\n\nDocumented as Planned in docs/ROADMAP.md.",
      "SourceUrl": "https://github.com/Pantani/tdmcp/issues/88",
      "PublishedAt": "2026-06-17T22:38:51.000Z",
      "State": "closed",
      "Comments": 0,
      "Reporter": "Maintainer",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "[P3] Creative RAG: optional context injection in 'tdmcp ask'",
      "Excerpt": "When the Creative RAG is enabled, allow `tdmcp ask` to pull top-k cards as additional context (gated by a flag). Should NOT change tool tiers or confirmation gates.\n\nDocumented as Planned in docs/ROADMAP.md.",
      "SourceUrl": "https://github.com/Pantani/tdmcp/issues/87",
      "PublishedAt": "2026-06-17T22:38:50.000Z",
      "State": "closed",
      "Comments": 0,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "[P2] Creative RAG: configurable multilingual embedding model (bge-m3)",
      "Excerpt": "`nomic-embed-text` is english-leaning. Make the model fully configurable via `TDMCP_RAG_EMBED_MODEL` (already env-driven) and document `bge-m3` (or comparable multilingual) as the recommended choice for pt/es/etc. libraries. Add a CI smoke that swaps the model.\n\nDocumented as Planned in docs/ROADMAP.md.",
      "SourceUrl": "https://github.com/Pantani/tdmcp/issues/86",
      "PublishedAt": "2026-06-17T22:38:49.000Z",
      "State": "closed",
      "Comments": 0,
      "Reporter": "Maintainer",
      "Rank": "recent",
      "Extractor": "github_issue"
    }
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