{
  "title": "Project Pulse",
  "kind": "syntheses",
  "body_text": "# Project Pulse\n\nSnapshot of the wiki at the most recent compile.\n\n## Counts\n- Algorithm: 13\n- ApproachFamily: 2\n- Benchmark: 5\n- CausalClaim: 13\n- Claim: 56\n- CodeClass: 139\n- CodeFunction: 2591\n- CodeProject: 1\n- ComparisonClaim: 48\n- ContributionClaim: 57\n- Dataset: 5\n- Dependency: 128\n- EvaluationProtocol: 1\n- EvidenceSpan: 199\n- LimitationClaim: 2\n- MethodologicalConcept: 3\n- Metric: 8\n- Model: 4\n- OpenQuestion: 3\n- Paper: 51\n- PerformanceClaim: 69\n- Person: 270\n- Repository: 14\n- ResearchField: 2\n- ResearchTopic: 1\n- SourceDocument: 44\n- SourceFile: 182\n- Synthesis: 8\n- Task: 2\n- TechnicalTerm: 2\n- TrainingParadigm: 2\n\n## Recently added\n- GitHub 분석: genforce/JOSH (Repository)\n- Image Generators are Generalist Vision Learners (Paper)\n- GitHub 분석: google-research/vision-banana (Repository)\n- Co-SLAM (Algorithm)\n- DROID-SLAM (Algorithm)\n\n## Top fields\n- 3D/4D Vision and Reconstruction — 50 linked artifacts\n- Research Literature — 8 linked artifacts\n\n## Tagline\nTesserae — a self-evolving research notebook.",
  "source_path": "",
  "links": [],
  "body": "# Project Pulse\n\nSnapshot of the wiki at the most recent compile.\n\n## Counts\n- Algorithm: 13\n- ApproachFamily: 2\n- Benchmark: 5\n- CausalClaim: 13\n- Claim: 56\n- CodeClass: 139\n- CodeFunction: 2591\n- CodeProject: 1\n- ComparisonClaim: 48\n- ContributionClaim: 57\n- Dataset: 5\n- Dependency: 128\n- EvaluationProtocol: 1\n- EvidenceSpan: 199\n- LimitationClaim: 2\n- MethodologicalConcept: 3\n- Metric: 8\n- Model: 4\n- OpenQuestion: 3\n- Paper: 51\n- PerformanceClaim: 69\n- Person: 270\n- Repository: 14\n- ResearchField: 2\n- ResearchTopic: 1\n- SourceDocument: 44\n- SourceFile: 182\n- Synthesis: 8\n- Task: 2\n- TechnicalTerm: 2\n- TrainingParadigm: 2\n\n## Recently added\n- GitHub 분석: genforce/JOSH (Repository)\n- Image Generators are Generalist Vision Learners (Paper)\n- GitHub 분석: google-research/vision-banana (Repository)\n- Co-SLAM (Algorithm)\n- DROID-SLAM (Algorithm)\n\n## Top fields\n- 3D/4D Vision and Reconstruction — 50 linked artifacts\n- Research Literature — 8 linked artifacts\n\n## Tagline\nTesserae — a self-evolving research notebook.",
  "frontmatter": {
    "content_hash": "sha256-03d9dd557f133ec82e868f1909bea3e56c1dcd288467f8514755ad7fcd25655d",
    "generator": "heuristic-v1",
    "inputs": [
      "Algorithm:co-slam:e8ce06385db1",
      "Algorithm:droid-slam:bc00b04bfdf8",
      "Paper:arxiv-2604-20329:938595284635",
      "Repository:github-genforce-josh:ed26713cfc96",
      "Repository:github-google-research-vision-banana:a28a0046d7fd"
    ],
    "slug": "pulse",
    "sources": [
      "/home/runner/work/Tesserae/Tesserae",
      "README.de.md",
      "README.es.md",
      "docs/architecture.md",
      "docs/feature-map.md",
      "docs/frontend-redesign.md",
      "docs/installation.md",
      "docs/integrations/claude-code-plugin.md",
      "docs/integrations/mcp.md",
      "docs/integrations/obsidian-sync.md",
      "docs/integrations/obsidian.md",
      "docs/integrations/rag-anything.md",
      "docs/integrations/sessions.md",
      "docs/integrations/understand-anything-code-only.md",
      "docs/integrations/understand-anything.md",
      "docs/launch/hn-post.md",
      "docs/publishing-checklist.md",
      "docs/quickstart.md",
      "docs/self-dogfood.md",
      "docs/session-history.md",
      "docs/superpowers/plans/2026-05-19-claude-code-plugin-plan.md",
      "docs/superpowers/plans/2026-05-19-session-graph-extractor-plan.md",
      "docs/superpowers/specs/2026-05-19-claude-code-plugin-design.md",
      "docs/superpowers/specs/2026-05-19-session-graph-extractor-design.md",
      "docs/synthesis-llm.md",
      "examples/demo-corpus/INVENTORY.md",
      "examples/demo-corpus/LICENSES.md",
      "examples/demo-corpus/README.md",
      "examples/demo-corpus/data/research/daily/2026-04-10/digest.md",
      "examples/demo-corpus/data/research/daily/2026-04-15/digest.md",
      "examples/demo-corpus/data/research/daily/2026-04-20/digest.md",
      "examples/demo-corpus/data/research/daily/2026-04-25/digest.md",
      "examples/demo-corpus/data/research/daily/2026-04-30/digest.md",
      "examples/demo-corpus/data/research/daily/2026-05-05/digest.md",
      "examples/demo-corpus/data/research/papers/arxiv-1607-02565/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-1607-02565/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-1812-04605/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-1812-04605/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2002-10099/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2002-10099/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2003-08934/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2003-08934/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2008-02268/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2008-02268/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2011-12948/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2011-12948/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2103-13415/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2103-13415/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2103-14024/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2103-14024/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2104-06405/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2104-06405/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2104-10078/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2104-10078/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2105-06468/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2105-06468/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2106-10689/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2106-12052/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2106-12052/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2106-13228/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2106-13228/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2108-10869/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2108-10869/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2111-12077/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2111-12077/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2112-05131/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2112-12130/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2112-12130/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2201-05989/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2206-00665/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2206-00665/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2209-14988/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2211-10440/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2301-10241/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2301-10241/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2302-12249/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2302-12249/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2303-11328/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2303-11328/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2304-04278/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2304-04278/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2304-14377/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2304-14377/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2305-16213/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2306-17843/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2306-17843/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2308-04079/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2308-04079/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2309-16653/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2310-08528/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2310-08528/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2311-04400/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2311-04400/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2311-06214/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2311-06214/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2311-11700/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2311-11700/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2311-12775/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2311-12775/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2311-13384/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2311-13384/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2312-00109/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2312-00109/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2312-02121/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2312-02121/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2312-03203/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2312-06741/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2312-06741/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2401-04099/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2401-04099/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2402-03307/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2402-03307/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2402-05054/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2402-05054/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2402-07207/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2402-07207/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2403-02151/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2403-02151/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2403-14627/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2403-16292/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2403-16292/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2403-17888/abstract.md",
      "examples/demo-corpus/data/research/papers/arxiv-2403-17888/paper.md",
      "examples/demo-corpus/data/research/papers/arxiv-2404-06109/abstract.md",
      "examples/demo-corpus/data/research/questions/dynamic-reconstruction-scale.md",
      "examples/demo-corpus/data/research/questions/inference-cost-vs-fidelity.md",
      "examples/demo-corpus/data/research/questions/multi-view-consistency.md",
      "examples/demo-corpus/data/research/repos/ashawkey-stable-dreamfusion/about.md",
      "examples/demo-corpus/data/research/repos/bmild-nerf/about.md",
      "examples/demo-corpus/data/research/repos/cvlab-columbia-zero123/about.md",
      "examples/demo-corpus/data/research/repos/dreamgaussian-dreamgaussian/about.md",
      "examples/demo-corpus/data/research/repos/graphdeco-inria-gaussian-splatting/about.md",
      "examples/demo-corpus/data/research/repos/graphdeco-inria-gaussian-splatting/readme.md",
      "examples/demo-corpus/data/research/repos/hustvl-4dgaussians/about.md",
      "examples/demo-corpus/data/research/repos/nerfstudio-project-gsplat/about.md",
      "examples/demo-corpus/data/research/repos/nvlabs-instant-ngp/about.md",
      "examples/demo-corpus/data/research/repos/princeton-vl-droid-slam/about.md",
      "examples/demo-corpus/data/research/repos/sxyu-svox2/about.md",
      "examples/demo-corpus/data/research/repos/totoro97-neus/about.md",
      "examples/demo-corpus/data/research/repos/vast-ai-research-triposr/about.md",
      "examples/demo-corpus/data/research/weekly/2026-W17/synthesis.md",
      "examples/demo-corpus/data/research/weekly/2026-W18/synthesis.md",
      "examples/demo-corpus/scripts/convert_sessions.py",
      "examples/demo-corpus/scripts/seed_raganything_store.py",
      "examples/demo-corpus/scripts/seed_static_qa.py",
      "plugin/README.md",
      "plugin/commands/ask.md",
      "plugin/commands/build-site.md",
      "plugin/commands/compile.md",
      "plugin/commands/obsidian-sync.md",
      "plugin/commands/refresh.md",
      "plugin/commands/serve.md",
      "plugin/commands/sessions-import.md",
      "plugin/commands/setup.md",
      "plugin/commands/status.md",
      "plugin/hooks/_lib.sh",
      "plugin/hooks/posttooluse-edit.sh",
      "plugin/hooks/pretooluse-compile.sh",
      "plugin/hooks/session-end.sh",
      "plugin/hooks/session-start.sh",
      "plugin/scripts/tesserae-ask.sh",
      "plugin/scripts/tesserae-refresh.sh",
      "plugin/scripts/tesserae-status.sh",
      "plugin/skills/using-tesserae/SKILL.md",
      "prompts/research_graph_extraction.md",
      "scripts/install.sh",
      "setup.py",
      "tesserae/__init__.py",
      "tesserae/__main__.py",
      "tesserae/agent_harness.py",
      "tesserae/batch.py",
      "tesserae/canonicalization.py",
      "tesserae/cli.py",
      "tesserae/code_graph.py",
      "tesserae/cognee_adapter.py",
      "tesserae/cognee_codex.py",
      "tesserae/cognee_direct.py",
      "tesserae/cognee_query.py",
      "tesserae/cross_project.py",
      "tesserae/deploy.py",
      "tesserae/frontend.py",
      "tesserae/graph_stores/__init__.py",
      "tesserae/graph_stores/sqlite.py",
      "tesserae/graph_stores/url_resolver.py",
      "tesserae/graphiti_adapter.py",
      "tesserae/harness_sessions.py",
      "tesserae/karpathy_layer.py",
      "tesserae/lint.py",
      "tesserae/llm_extractor.py",
      "tesserae/llm_json.py",
      "tesserae/llm_synthesis.py",
      "tesserae/markdown_projection.py",
      "tesserae/mcp_server.py",
      "tesserae/obsidian_adapter.py",
      "tesserae/persistence.py",
      "tesserae/ports/__init__.py",
      "tesserae/ports/graph_store.py",
      "tesserae/ports/source_loader.py",
      "tesserae/project.py",
      "tesserae/project_setup.py",
      "tesserae/query.py",
      "tesserae/raganything_adapter.py",
      "tesserae/raganything_llm.py",
      "tesserae/raganything_query.py",
      "tesserae/raganything_refresh.py",
      "tesserae/report.py",
      "tesserae/research_graph.py",
      "tesserae/review_workflow.py",
      "tesserae/selective_extractor.py",
      "tesserae/serve.py",
      "tesserae/session_graph.py",
      "tesserae/session_graph_llm.py",
      "tesserae/session_graph_path_index.py",
      "tesserae/session_graph_structural.py",
      "tesserae/site/__init__.py",
      "tesserae/site/ask_widget.py",
      "tesserae/site/auto_link.py",
      "tesserae/site/code_link_rewriter.py",
      "tesserae/site/components.py",
      "tesserae/site/exports.py",
      "tesserae/site/js.py",
      "tesserae/site/markdown.py",
      "tesserae/site/pages.py",
      "tesserae/site/raw_view.py",
      "tesserae/site/relevance.py",
      "tesserae/site/search.py",
      "tesserae/site/sessions.py",
      "tesserae/site/tokens.py",
      "tesserae/source_loaders/__init__.py",
      "tesserae/source_loaders/filesystem.py",
      "tesserae/synthesis.py",
      "tesserae/temporal.py",
      "tesserae/term_registry.py",
      "tesserae/understand_anything_adapter.py",
      "tesserae/understand_anything_refresh.py",
      "tesserae/vault_pull.py",
      "tesserae/vault_snapshot.py",
      "tesserae/vault_watch.py",
      "tesserae/watch.py",
      "tesserae/wiki_projector.py",
      "tesserae/wiki_store.py",
      "tests/conftest.py",
      "tests/fixtures/synthesis/README.md",
      "tests/fixtures/wiki_corpus/data/research/daily/2026-04-25/digest.md",
      "tests/fixtures/wiki_corpus/data/research/daily/2026-04-25/papers/2604.20329/paper.md",
      "tests/fixtures/wiki_corpus/data/research/daily/2026-04-25/papers/2604.20329/repo.md",
      "tests/fixtures/wiki_corpus/data/research/daily/2026-04-26/digest.md",
      "tests/fixtures/wiki_corpus/data/research/daily/2026-04-26/repos/sample-repo.md",
      "tests/fixtures/wiki_corpus/data/research/weekly/2026-W17/digest.md",
      "tests/fixtures/wiki_corpus/docs/architecture.md",
      "tests/fixtures/wiki_corpus/docs/quickstart.md",
      "tests/test_agent_harness.py",
      "tests/test_artifact_split.py",
      "tests/test_ask_widget.py",
      "tests/test_auto_link.py",
      "tests/test_batch.py",
      "tests/test_canonicalization.py",
      "tests/test_cli.py",
      "tests/test_cli_ask_scope.py",
      "tests/test_cli_raganything.py",
      "tests/test_cli_top_level_ask.py",
      "tests/test_code_graph.py",
      "tests/test_code_link_rewriter.py",
      "tests/test_cognee_adapter.py",
      "tests/test_cognee_codex.py",
      "tests/test_cognee_direct.py",
      "tests/test_cross_project.py",
      "tests/test_default_raganything_backend_config.py",
      "tests/test_deploy.py",
      "tests/test_docs_i18n.py",
      "tests/test_extraction_corpus_quality.py",
      "tests/test_extraction_quality.py",
      "tests/test_filesystem_source_loader.py",
      "tests/test_filter_frontmatter_token_nodes.py",
      "tests/test_frontend.py",
      "tests/test_graphiti_adapter.py",
      "tests/test_harness_session_discovery.py",
      "tests/test_harness_sessions.py",
      "tests/test_idempotence.py",
      "tests/test_link_integrity.py",
      "tests/test_lint.py",
      "tests/test_llm_extractor.py",
      "tests/test_llm_json.py",
      "tests/test_llm_synthesis.py",
      "tests/test_markdown_projection.py",
      "tests/test_mcp_registry.py",
      "tests/test_mcp_server.py",
      "tests/test_mcp_server_ask.py",
      "tests/test_mcp_sessions.py",
      "tests/test_obsidian_adapter.py",
      "tests/test_packaging_install.py",
      "tests/test_paper_extraction_from_frontmatter.py",
      "tests/test_persistence.py",
      "tests/test_ports.py",
      "tests/test_project_cli.py",
      "tests/test_project_cognee_defaults.py",
      "tests/test_project_compile_raganything.py",
      "tests/test_project_compile_sessions_structural.py",
      "tests/test_project_setup.py",
      "tests/test_project_setup_raganything.py",
      "tests/test_public_predicate.py",
      "tests/test_public_quality.py",
      "tests/test_query.py",
      "tests/test_raganything_adapter.py",
      "tests/test_raganything_llm.py",
      "tests/test_raganything_query.py",
      "tests/test_raganything_refresh.py",
      "tests/test_raw_pages.py",
      "tests/test_report.py",
      "tests/test_research_corpus.py",
      "tests/test_research_graph.py",
      "tests/test_research_graph_extractor.py",
      "tests/test_research_graph_filename_filter.py",
      "tests/test_review_workflow.py",
      "tests/test_search_quality.py",
      "tests/test_selective_extractor.py",
      "tests/test_serve_ask_endpoint.py",
      "tests/test_session_graph_cache.py",
      "tests/test_session_graph_llm.py",
      "tests/test_session_graph_path_index.py",
      "tests/test_session_graph_structural.py",
      "tests/test_session_projection.py",
      "tests/test_site_components.py",
      "tests/test_site_exports.py",
      "tests/test_site_js.py",
      "tests/test_site_markdown.py",
      "tests/test_site_pages.py",
      "tests/test_site_pages_raganything_group.py",
      "tests/test_site_perf.py",
      "tests/test_site_raw_view.py",
      "tests/test_site_relevance.py",
      "tests/test_site_search.py",
      "tests/test_site_tokens.py",
      "tests/test_source_document_extractor.py",
      "tests/test_sqlite_graph_store.py",
      "tests/test_synthesis.py",
      "tests/test_temporal.py",
      "tests/test_understand_anything_adapter.py",
      "tests/test_understand_anything_refresh.py",
      "tests/test_vault_pull.py",
      "tests/test_vault_snapshot.py",
      "tests/test_vault_watch.py",
      "tests/test_watch.py",
      "tests/test_wiki_corpus_fixture.py",
      "tests/test_wiki_store.py"
    ],
    "synthesis_kind": "pulse",
    "title": "Project Pulse"
  }
}
